Total 43 Internship level Information Technology job vacancies in d05 clementi new town hong leong garden pasir panjang

About the Role

We are seeking a curious Machine Learning Intern to join our ML team. In this role, you will work on ML projects focused on enhancing cybersecurity, improving data protection and building robust ML infrastructure.

**Experience with Cybersecurity is not required.**

Key Responsibilities

• Develop and implement machine learning/deep learning models for security threat detection and prevention
• Conduct research and stay up-to-date with the latest advancements in NLP
• Design and implement NLP models and techniques for text classification, named entity recognition and text generation
• Perform inference and model evaluation
• What we are looking for
• Currently pursuing a Bachelor's or Master's degree in Computer Science, Data Science, Statistics or related field
• Strong programming skills in Python and experience with ML frameworks (PyTorch, Transformers, Scikit-Learn, etc.)
• Experience with NLP concepts and techniques
• Familiarity with version control systems
• Strong problem-solving skills, analytical mindset, and attention to detail.
• Excellent communication and documentation skills
• Curiosity

Preferred Qualifications

• Knowledge of MLOps tools and practices
• Experience with data privacy and protection techniques

What you will learn

• Implementing current ML research
• Model experimentation and optimization strategies

Duration

• 3-6 months, full time

Location

• Onsite

About cynapse

cynapse is an awarded AI Software Product company specializing in AI-based Enterprise-grade Video Content Analytics (VCA) and Generative AI in highly challenging environments. cynapse’s software platform is leveraging cutting-edge cloud/on-premise, computer vision, AI, DNN, and IoT/Edge technologies.

The company is led by globally renowned experts who previously headed large groups at Microsoft and Intel. The company HQ is located in Singapore (One North Area)

We are looking for a highly motivated intern to join our AI & Computer Vision team that delivers innovative Computer Vision solutions to global customers. You will conform to high standards and work in a cutting-edge, dynamic, and professionally challenging environment.

Objectives:

As part of your role you will:

• Research public ML models and data sets
• Accurately label images, videos, or other visual data according to provided guidelines and criteria. This can include drawing bounding boxes, polygons, or other shapes around objects of interest
• Prepare data for machine learning training in the areas of classification, tracking, behavioral analysis, anomaly detection and much more
• Work with our AI Full time engineers to define business challenges that require the use of various ML/DNN & Computer Vision Algorithmic techniques

Qualifications:

• Completed at least 1 year of studies as part of a Diploma/Bachelor/Master in one of the the following subjects : IT/Engineering/Computer Science/Information Systems/Statistics/Mathematics
• At least 3 months experience in Python programming
• Completed at least 1 Uni/Online hands-on course in Machine Learning
• Experience with one or more ML tools such as Tensorflow, PyTorch etc.
• Analytical Thinking
• Bonus Area: Understanding Computer Vision (i.e. some experience with OpenCV)

Duration- Available for at least a 6 months internship. Able to work at least 4 days a week and preferably full-time. we are flexible with start and end dates and allow flexibility to accommodate exams. leave etc.

Due to the nature of the role, the position is considered for candidates that are only based in Singapore or has experience studying/working in Singapore

Salary: $1,100.00 - $1,500 per month

Job Types: Full-time, Part-time, Permanent, Internship, Fresh graduate, Student job

Benefits:

• Flexible schedule
• Health insurance
• Professional development
• Work from home

Supplemental Pay:

• Performance bonus

Work Location: In person

Fabrica AI is reinventing how robots are developed. Currently novel robots take 5-20 years. We are building a design automation platform to bring it down to a month, and have already demonstrated significant progress by developing tile grouting robots in record time. Robotics simulation and reinforcement learning has been advancing a lot making it 1000x cheaper to train robots compared to 5 years ago, and as Jensen Huang said at Nvidia GTC 2024, "the ChatGPT moment for robotics may be just around the corner." A couple other companies are building on the same paradigm shift but we are the only ones using it to automate hardware design, not just software.

Building robots and a design automation platform together brings great synergy - the platform helps us develop robots faster than anyone else and the robots allow us to gather data and do experiments at scale. Data gathering can be done through partnerships with other robotics companies, but doing experiments is crucial for grounding the platform in reality and ensuring its usefulness. The grouting robots are already deploying daily at construction sites and bringing value to clients. We are currently negotiating sales worth around 500k USD. With manufacturing cost multiple times lower than companies using a traditional robotic arm, our robots have an ROI in weeks. Our robot is also small and simple to use, operating from a single button without the need to upload floorplans or do any complex setup. Soon we would be expanding into other simple and valuable robots for the construction industry.

We’ve raised over 2.5m USD from Hoxton Ventures, Credo Ventures, our Professor from Cambridge University, Woh Hup, and the owner of BHCC (listed construction company). We’ve 2500sqft of space in Singapore where we have over 20 team members, and 1200sqft of space in Czechia where we have our software team.

Jakub Suchanek (CEO) has an engineering degree from the University of Cambridge and experience working on self-driving cars at Wayve and machine learning at Granta Innovation and Wacker. He is a worldwide winner of NASA SpaceApps and has won bronze medals in International Olympiads in Informatics and Physics.

Ronald Luc (CTO) earned a degree in Math and Computer Science from Masaryk University, where he was a teaching assistant, and supervised several deep learning theses. He has years of industry experience in both machine learning and self driving cars. With Jakub he won TechFest Munich, one of the EU’s top hackathons; and represented Czechia at the International Olympiad in Informatics.

Keefe Wayne Teo (COO & CFO), a University of Cambridge engineering graduate, served as president of Hackbridge.io, promoting entrepreneurship in tech. He has 100+ citations in research journals and four papers on sustainable energy. He previously worked at Entrepreneur First and has business development experience from other companies.

Website: https://www.fabrica.ai/ (and various press releases, awards, etc.)
Latest Grouting Robot Demo: https://www.youtube.com/watch?v=AVWjmaMuYM0

Fabricator videos

https://www.youtube.com/watch?v=4aoQ4QaEOPQ

https://www.youtube.com/watch?v=xnENP7zWzEM

https://youtu.be/qXpkFeEidac

https://www.youtube.com/watch?v=5SBiEBLMQ9k

Your internship would revolve around real-world industry deployments taking us from a TRL of 7 to 9. You may be remunerated with a combination of salary and share options. As an SGInnovate partner company, we can offer a monthly S$3000 SGD in stipend under the SGI Summation program for undergraduates, more for masters, PhD students. The following tracks are available, you would probably be doing a couple of them up to your preference, with examples of what has been done by previous interns:

1) (Software) Create new data generator for object detection (ideal is some experience with Blender/Unreal/Unity)

2) (Deep Learning and Machine Learning): Train, and evaluate our computer vision model fine-tuned on synthetic data on a real-world test set.

3) (Deep Learning engineering): Go through the list of researched libraries, use them to integrate the model into ROS2, and evaluate (compute) performance. Test performance uplift on low-power DL co-processors.

4) (algorithms) Write an algorithm to turn object detection bounding boxes in pixel space to 3D space using known constraints (baseline algo already researched). Turn it into a ROS2 node.

5) Robotics DevOps & Real World Industry Trials (must be in Singapore)

• Understand the whole project and run our ROS2 stack on real HW.
• Create reproducible testing methodology and evaluate metrics on the HW.
• Be in charge of the robots on the construction site.
• Explore and procure new parts/new materials for robot functionality improvement

A great candidate would possess the following:

• Motivation to build a great product and great codebase using the most recent tech stack for the slowly coming robotics revolution
• Value the direct impact on the product and proximity to clients at a startup and the growth potential of a startup
• Willing to work without a very well defined job scope and willing to adapt to changes week on week
• Ability to think of metrics to measure progress and deciding based on back of the envelope calculations
• Keenness to do more than is expected, impact driven
• Excited about robotics and similar technical areas and exploring them in extracurricular projects
• Growth mindset driven

For roles 1-4, can be in person in Singapore and Czechia or remote.

Our development process is very iterative and agile. Thus, there would not be a concrete plan more than 2 weeks ahead and your role/tasks is/are likely to evolve over time. Besides, a lot of testing has to be done on a construction site. If you like this process, you’d be a good fit for us. You would thus play a significant part in deciding how your work would contribute to our overall goals. Please email your resume to careers@fabrica.ai if you are interested. Thank you!

Fabrica AI is reinventing how robots are developed. Currently novel robots take 5-20 years. We are building a design automation platform to bring it down to a month, and have already demonstrated significant progress by developing tile grouting robots in record time. Robotics simulation and reinforcement learning has been advancing a lot making it 1000x cheaper to train robots compared to 5 years ago, and as Jensen Huang said at Nvidia GTC 2024, "the ChatGPT moment for robotics may be just around the corner." A couple other companies are building on the same paradigm shift but we are the only ones using it to automate hardware design, not just software.

Building robots and a design automation platform together brings great synergy - the platform helps us develop robots faster than anyone else and the robots allow us to gather data and do experiments at scale. Data gathering can be done through partnerships with other robotics companies, but doing experiments is crucial for grounding the platform in reality and ensuring its usefulness. The grouting robots are already deploying daily at construction sites and bringing value to clients. We are currently negotiating sales worth around 500k USD. With manufacturing cost multiple times lower than companies using a traditional robotic arm, our robots have an ROI in weeks. Our robot is also small and simple to use, operating from a single button without the need to upload floorplans or do any complex setup. Soon we would be expanding into other simple and valuable robots for the construction industry.

We’ve raised over 2.5m USD from Hoxton Ventures, Credo Ventures, our Professor from Cambridge University, Woh Hup, and the owner of BHCC (listed construction company). We’ve 2500sqft of space in Singapore where we have over 20 team members, and 1200sqft of space in Czechia where we have our software team.

Jakub Suchanek (CEO) has an engineering degree from the University of Cambridge and experience working on self-driving cars at Wayve and machine learning at Granta Innovation and Wacker. He is a worldwide winner of NASA SpaceApps and has won bronze medals in International Olympiads in Informatics and Physics.

Ronald Luc (CTO) earned a degree in Math and Computer Science from Masaryk University, where he was a teaching assistant, and supervised several deep learning theses. He has years of industry experience in both machine learning and self driving cars. With Jakub he won TechFest Munich, one of the EU’s top hackathons; and represented Czechia at the International Olympiad in Informatics.

Keefe Wayne Teo (COO & CFO), a University of Cambridge engineering graduate, served as president of Hackbridge.io, promoting entrepreneurship in tech. He has 100+ citations in research journals and four papers on sustainable energy. He previously worked at Entrepreneur First and has business development experience from other companies.

Website: https://www.fabrica.ai/ (and various press releases, awards, etc.)
Latest Grouting Robot Demo: https://www.youtube.com/watch?v=AVWjmaMuYM0

Fabricator videos

https://www.youtube.com/watch?v=4aoQ4QaEOPQ

https://www.youtube.com/watch?v=xnENP7zWzEM

https://youtu.be/qXpkFeEidac

https://www.youtube.com/watch?v=5SBiEBLMQ9k

Your internship would revolve around real-world industry deployments taking us from a TRL of 7 to 9. You may be remunerated with a combination of salary and share options. As an SGInnovate partner company, we can offer a monthly S$3000 SGD in stipend under the SGI Summation program for undergraduates, more for masters, PhD students. The following tracks are available, you would probably be doing a couple of them up to your preference, with examples of what has been done by previous interns:

1. Mechanical experiments and design
   • Experiments - e.g. designing variations to the grout extruder to allow less waste and better reliability
   • Design - e.g. most of the upcoming v4 robot is being designed by interns with Jakub supervising them
2. Mechanical manufacturing, assembly and testing (only for R&D, our manufacturing is outsourced)
   • 3D printing - Slicing prints (often for multi-filament printing), managing and repairing printers (we have Tenlog TL-D3, TL-D5, Ender 3, Prusa i3)
   • Outsourcing manufacturing - specifying cabling, machining etc. to manufacturers
   • Machine tools - making some parts by hand when we need to quickly iterate
   • Assembly - putting in inserts, bolting parts together, waterproofing
   • Testing - testing the robot’s grout extrusion and cleaning, making minor adjustments to make sure everything is running properly and robot produces nice grout lines
3. Electrical experiments and design
   • Design - most of our PCBs have been designed by interns, aiming to minimise free wires in the robot, speed up assembly, allow easy modification where needed. Generally connecting all modules, controlling power, providing a physical user interface…
   • Experiments - e.g. sourcing and testing various motor and driver combinations to pick for our drive system
4. Electrical assembly (only for R&D, our manufacturing is outsourced)
   • Outsourcing production of cable assemblies and PCBs
   • Where necessary to make modifications - soldering PCBs, soldering power cables, crimping cables
5. Embedded programming
   • Writing object oriented C++ code
   • Keeping the code clean and maintainable
6. Robotics DevOps & Real World Industry Trials (expect to be on site 1-2 times a week)
   • Understand the whole project and run our ROS2 stack on real HW.
   • Create reproducible testing methodology and evaluate metrics on the HW.
   • Be in charge of the robots on the construction site.
   • Explore and procure new parts/new materials for robot functionality improvement

A great candidate would possess the following:

• Motivation to build a great product and great codebase using the most recent tech stack for the slowly coming robotics revolution
• Value the direct impact on the product and proximity to clients at a startup and the growth potential of a startup
• Willing to work without a very well defined job scope and willing to adapt to changes week on week
• Ability to think of metrics to measure progress and deciding based on back of the envelope calculations
• Keenness to do more than is expected, impact driven
• Excited about robotics and similar technical areas and exploring them in extracurricular projects
• Growth mindset driven

Our development process is very iterative and agile. Thus, there would not be a concrete plan more than 2 weeks ahead and your role/tasks is/are likely to evolve over time. Besides, a lot of testing has to be done on a construction site. If you like this process, you’d be a good fit for us. You would thus play a significant part in deciding how your work would contribute to our overall goals

Key Responsibilities:

Design & Development:

Assist in designing, developing, and testing electronic circuits and systems.

Support PCB (Printed Circuit Board) design, layout, and testing.

Assist in developing prototypes and performing hardware debugging and troubleshooting.

Software Development & Embedded Systems:

Collaborate on developing embedded software for microprocessors and other embedded systems.

Assist in the integration of hardware and software components for electronic systems.

Support programming tasks using C, C++, or Python in embedded environments.

Testing & Evaluation:

Assist with hardware and software testing, verification, and validation of electronic devices.

Document test results and work with engineers to identify areas for improvement.

Research & Development:

Contribute to the research of new technologies and innovations in electronics and computer engineering.

Support the team in evaluating new components, tools, and methodologies.

Collaboration & Reporting:

Collaborate closely with engineers, software developers, and product teams to meet project requirements and deadlines.

Prepare technical documentation and reports for internal review.

Qualifications:

Currently pursuing a Diploma or Bachelor’s or degree in Electronic Engineering, Computer Engineering, Electrical Engineering, or related field.

Strong knowledge of electronic circuit design, digital systems, and embedded systems.

Proficiency in programming languages such as C, C++, and Python.

Basic understanding of microprocessors, and FPGA-based systems is a plus.

Ability to work independently as well as collaboratively in a fast-paced environment.

Strong problem-solving skills, attention to detail, and excellent communication skills.

Preferred Skills & Experience:

Experience with hardware/software co-design and integration.

Familiarity with debugging tools such as oscilloscopes, logic analyzers, and multi-meters.

Knowledge of wireless communication protocols (e.g., Bluetooth, Wi-Fi, Zigbee).

Understanding of machine learning and AI applications in embedded systems (a plus).

What We Offer:

Mentorship from experienced engineers.

Opportunity to work on impactful, real-world projects.

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 10th largest bank by total assets.

Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office) for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

• Envisioning and preparing the Bank’s futures information systems
• Partnering and supporting core banking flagships and transverse areas in their large scale development projects
• Providing premium In-house Banking applications

This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.

We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Role

• Get to experience what it is like to work in a team and how they collaborate on a project.
• Attend team meetings to get a better sense of the project and understand team dynamics
• Responsible of a user story development
• Explore different frameworks, by being a part of the development of a UI from a web application
• Contribute on both front and backend technologies

Responsibilities

• Full Stack developer responsible for development of both front and back end using modern techniques and frameworks
• Get experience in microservices architecture
• Experience in containerization with Docker and Kubernetes
• Automated test implementation with Cypress

Qualifications and Profile

Good for candidates to have

• Understanding of Object Oriented analysis and design using common design patterns.
• Java, SQL, and code quality skills.
• Basic understanding of the Spring Framework, Microservices architecture and API.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

Functional

• Basic understanding of general banking, finance and investment banking.

Other Professional Skills and Mind-set

• Strong organizational and communication skills
• Strong sense of ownership and drive with customer focus
• Strong ability to analyze and summarize
• Strong interpersonal skills
• Skilled in providing oversight and mentoring team members

Education & Work Experience:

• Pursuing or Completed Master’s/Bachelor’s program.
• Master’s/Bachelor’s degree in Computers Science/IT or equivalent domain.

Pleaes apply via link:

https://app.jobvite.com/j?cj=otFNufw9&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 10th largest bank by total assets.

Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office) for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

• Envisioning and preparing the Bank’s futures information systems
• Partnering and supporting core banking flagships and transverse areas in their large scale development projects
• Providing premium In-house Banking applications

This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.

We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Mission statement

Project name : CREdit Workflow (CREW)

Context of the project: A new application is developed in Counterparty and Credit Risk IT (RIT): CREW. This tool handles workflow and definition of credit granting concerning the counterparty risk. It includes a decision-making workflow and the process of the credit decision through authorizations.

Goal of the project :Leveraging on the testing automation framework created to develop complex scenarios for a workflow application and strengthen the non-regression testing.

Internship mission statement: This mission will allow the intern to work on the automation of business’ use cases of front office users to ensure the stability of the tool throughout the development cycle, in close collaboration with the solution developers and business analysts. The tool development will have to follow the full CI-CD pipeline (unit tests, Sonar check …) process. Playwright, which is an increasingly adopted automation solution in the industry, requires basic understanding of programming languages (e.g., Python, Java, or JavaScript) and object-oriented concepts.

The benefit for the domain will be a robust CI/CD with a strong quality gate alerting on regression and reducing the validation phases.

The Role

• Get to experience what it is like to work in a team and how they collaborate on a project.
• Attend team meetings to get a better sense of the project and understand team dynamics
• Responsible of user stories development
• Explore different frameworks, by being a part of the development of a UI from a web application
• Contribute on both front and backend technologies

Responsibilities

• Full Stack developer responsible for development of both front and back end using modern techniques and frameworks
• Get experience in microservices architecture
• Experience in containerization with Docker and Kubernetes
• Automated test implementation with Cypress

Qualifications and Profile

Good for candidates to have

• Understanding of Object Oriented analysis and design using common design patterns.
• Experience in back-end development using: NET, .NET Core, C#
• Basic understanding of the Spring Framework, Microservices architecture and API.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

Functional

• Basic understanding of general banking, finance and investment banking.

Other Professional Skills and Mind-set

• Strong organizational and communication skills
• Strong sense of ownership and drive with customer focus
• Strong ability to analyze and summarize
• Strong interpersonal skills
• Skilled in providing oversight and mentoring team members

Education & Work Experience:

• Pursuing or Completed Master’s/Bachelor’s program.
• Master’s/Bachelor’s degree in Computers Science/IT or equivalent domain.

Please apply via link:

https://app.jobvite.com/j?cj=oq2Nufwt&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 10th largest bank by total assets.

Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office) for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

• Envisioning and preparing the Bank’s futures information systems
• Partnering and supporting core banking flagships and transverse areas in their large scale development projects
• Providing premium In-house Banking applications

This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.

We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Mission statement

Project name: Compliance Applications health check Monitoring

Context of the project: In Compliance, all the health checks of applications are managed manually. Connection to the GUI, Access to data and Check they are properly displayed on the application. For each intervention during the WE and for each delivery, we need support people to perform the manual checks on applications.

Goal of the project: Creation of a monitoring portal which centralized the status of the different applications. Status, Alerts and Warnings will be displayed for each application for Support team to be able to follow on real time the health of applications and address issues as soon as they appeared. This one will guarantee a better efficiency of Support team.

Internship mission statement: This internship will allow the intern to work on the monitoring tool to be able to retrieve the status of applications and centralized the follow-up on one IU. The tool development will have to follow the full CI-CD pipeline (unit tests, Sonar check, …) process. Technology will be DotNet, Angular, Python and scripting.

The benefit for Compliance domain will be a better reactivity of the team in term of issues management and a reduction of the impact on users’ day to day work.

The Role

• Get to experience what it is like to work in a team and how they collaborate on a project.
• Attend team meetings to get a better sense of the project and understand team dynamics
• Responsible of user stories development
• Explore different frameworks, by being a part of the development of a UI from a web application
• Contribute on both front and backend technologies

Responsibilities

• Full Stack developer responsible for development of both front and back end using modern techniques and frameworks
• Get experience in microservices architecture
• Experience in containerization with Docker and Kubernetes
• Automated test implementation with Cypress

Qualifications and Profile

Good for candidates to have

• Understanding of Object Oriented analysis and design using common design patterns.
• Experience in back-end development using: NET, .NET Core, C#
• Basic understanding of the Spring Framework, Microservices architecture and API.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

Functional

• Basic understanding of general banking, finance and investment banking.

Other Professional Skills and Mind-set

• Strong organizational and communication skills
• Strong sense of ownership and drive with customer focus
• Strong ability to analyze and summarize
• Strong interpersonal skills
• Skilled in providing oversight and mentoring team members

Education & Work Experience:

• Pursuing or Completed Master’s/Bachelor’s program.
• Master’s/Bachelor’s degree in Computers Science/IT or equivalent domain.

Please apply via below link:

https://app.jobvite.com/j?cj=os2Nufwv&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 10th largest bank by total assets.

Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office) for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

• Envisioning and preparing the Bank’s futures information systems
• Partnering and supporting core banking flagships and transverse areas in their large scale development projects
• Providing premium In-house Banking applications

This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.

We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Mission Statement

Project name: Migrate SSIS components to Java spring batch

Context of the project: In Know Your Customer process, users sometimes need to load data in mass without going through a standard workflow in the application. To do that, they have a set of existing loaders, used to parse input file, perform some controls and load data in the application if the data provided fulfills proper criteria.

Goal of the project: Migrate loaders currently implemented in Microsoft SSIS technology, to a brand new Java spring batch. Reinforce the reliability of those loaders. Reinforce the code maintainability, add unit testing coverage and add in Sonar perimeter.

Internship mission statement: This internship will allow the intern to work on a real-case migration project to remove an obsolete technology and use state of the art technology instead. Java spring batch will be hosted in Kubernates container and will follow the full CI-CD pipeline (unit tests, Sonar check, …).

The benefit for the organization will be multiple, with an increase maintainability, reliability and performance of all loaders used by users.

The Role

• Get to experience what it is like to work in a team and how they collaborate on a project.
• Attend team meetings to get a better sense of the project and understand tem dynamics
• Responsible of a user story development
• Explore different frameworks, by being a part of the development of a UI from a web application
• Contribute on both front and backend technologies

Responsibilities

• Full Stack developer responsible for development of both front and back end using modern techniques and frameworks
• Get experience in microservices architecture
• Experience in containerization with Docker and Kubernetes
• Automated test implementation with Cypress

Qualifications and Profile

Good for candidates to have

• Understanding of Object Oriented analysis and design using common design patterns.
• Java, SQL, and code quality skills.
• Basic understanding of the Spring Framework, Microservices architecture and API.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

Functional

• Basic understanding of general banking, finance and investment banking.

Other Professional Skills and Mind-set

• Strong organizational and communication skills
• Strong sense of ownership and drive with customer focus
• Strong ability to analyze and summarize
• Strong interpersonal skills
• Skilled in providing oversight and mentoring team members

Education & Work Experience:

• Pursuing or Completed Master’s/Bachelor’s program.
• Master’s/Bachelor’s degree in Computers Science/IT or equivalent domain.

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 10th largest bank by total assets.

• Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office) for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

- Envisioning and preparing the Bank’s futures information systems

- Partnering and supporting core banking flagships and transverse areas in their large scale development projects.

- Providing premium In-house Banking applications,

• This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.
• We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

Cash Management and Corporate Banking Services (CCS) Department

CCS is at the heart of many large and deep IT transformation programs of the bank. Our expertise on conducting such programs makes us a key actor of the transformation of strategic activities of the bank like Cash Management, Payments, Financing and Trade Finance. The information systems we produce, with budgets in excess of 100ME, have a profound and lasting impact on CACIB digital transformation and are key for the bank success and competitive advantage.

We are also supporting everyday our clients by building and maintaining the international Information System of CACIB.

Business focused and technology oriented at heart, our DNA has been built on our love for business and engineering challenges as well as the construction of full innovative, scalable and extendable Information Systems.

We ensure our success in such complex missions with a “human-first mindset”, focusing on nurturing our talents, developing our expertise, with agility, collaborative and continuous improvement mindset as our core values.

Main responsibilities

As a Developer within the CCS Technical Architecture team, you will have opportunity

• To have an overview of different technologies used on Cash Management, Trade and Financing applications
• To get core-banking knowledge.

As a Developer, your field of work includes the following:

• Study, evaluate and analyze business requirements and functional specifications.
• Implement and Test Software Engineering solution
• Enable and support functional and user acceptance testing
• Create and update documentation
• Coordinate with other developers and business analysts as needed to deliver solution on time and
  with good quality.

Core programming languages: .Net, Java, SQL, Go, Rust, JavaScript, TypeScript

Methodologies:

• Agile and/or Iterative development lifecycles
• Continuous Integration / Continuous Delivery, DevOps

Tools:

• GitLab, Prometheus, Grafana, Elastic Search, noSQL, Docker, Kubernetes, PostgreSQL, MongoDB, REDIS

If you are looking for a career where you can grow and meet the following criteria, talk to us about building your career at CA-CIB.

Requirements:

• Strong analytical and problem solving skills in a challenging industry
• Willing to learn and innovate in a highly collaborative environment
• Great organizational and communication skills in multi-cultural environment
• Adaptable to changing business needs, has a drive for customer focus and ability to work well with
  functional and technical teams.

Education:

• 3rd or 4th Year in Computer Science

Please apply via :

https://app.jobvite.com/j?cj=oGyzufw1&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 12th largest bank by total assets.

• Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office)” for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

- Envisioning and preparing the Bank’s futures information systems

- Partnering and supporting core banking flagships and transverse areas in their large scale development projects.

- Providing premium In-house Banking applications,

• This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.
• We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Team and Position

Embark on a transformative career journey as a Software Developer in our Capital Market Department! Join a forward-thinking team committed to revolutionizing financial technology.

As an intern, you will be immersed in cutting-edge projects, shaping the future of capital markets software. Unleash your creativity, collaborate with industry leaders, and drive innovation that sets new standards. This is your chance to be a catalyst for change and make your mark in the dynamic world of capital markets.

Capital Markets IT involves technology solutions and systems used in financial markets for trading, investment, and related activities. This includes electronic trading platforms, risk management systems, market risk, counterparty risk, algorithmic trading, data analytics, and Regulatory measures. The use of advanced technologies like blockchain and artificial intelligence is also becoming increasingly prevalent in capital markets to enhance efficiency and decision-making processes.

QA team Main Role

• The team is responsible for Capital Markets critical applications for the bank with strict response times and SLA to respect.
• Ensure that the application or service developed meets the required quality standards, specifications and expected behaviors.
• Non-regression testing of the applications and associated services (Functional, Technical, Performance, and Behavior) to identify defects or bugs that need to be fixed before the software is released in production.

Main Responsibilities

• Proven knowledge of coding languages such as Java, JavaScript, and Python.
• Knowledge on how to develop test scripts using the above-mentioned coding languages.
• Collaborate with cross-functional teams to understand project requirements and enhance testing strategies and frameworks.
• Knowledge on CI/CD pipeline.
• Participate in code reviews to maintain code quality and share best practices.
• Create and maintain comprehensive documentation for development and testing processes.
• Stay updated on industry trends and advancements in Java and QA methodologies.
• Contribute to continuous improvement initiatives for software development processes.

Qualifications and Profile

Candidates should have:

• Strong passion for software development and quality assurance.
• Appetite to follow technology trend and participate to communities.
• Eagerness to learn and adapt in a dynamic software development environment.
• Strong proficiency in Java programming language.
• Knowledge of software testing methodologies and experience in QA processes.
• Proven ability to deliver high-quality software solutions on time.
• Familiarity with test automation tools and frameworks (e.g., JUnit, TestNG, Selenium).

Other Professional Skills and Mindset

• Understanding of Agile development methodologies.
• Excellent problem-solving and analytical skills.
• Effective communication skills and ability to work collaboratively in a team.
• Eagerness to learn and adapt to new technologies.
• Passion for sharing expertise and grow team members’ skills.

The scope will be adapted depending on the situation and the progress of the trainee.

Please apply via below link:

https://app.jobvite.com/j?cj=ov3Bufwn&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 12th largest bank by total assets.

• Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office)” for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

- Envisioning and preparing the Bank’s futures information systems

- Partnering and supporting core banking flagships and transverse areas in their large scale development projects.

- Providing premium In-house Banking applications,

• This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.
• We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Department and Position

The department is responsible for development and maintenance of Capital Market applications used by worldwide users.

The candidate will be involved with many front line IT professionals who understand the nature of business operations, timing of activities & data flowing through internal and external systems. The candidate will also be in touch with business users, infrastructure engineer and system managers.

The candidate will join the Singapore Capital Market Data and Regulatory Reporting IT team in charge of supporting applications for Data management and Transaction Regulatory Reporting.

The team works closely with other upstream and downstream systems such as – Front and Back Office applications (Orchestrade, Summit, Calypso, Murex etc.), teams managing Referential data (Customer data, Financial Instrument information) and Regulatory gateway to report transactions to DTCC or directly to regulators.

Mission

As an intern, your mission is to become a valuable asset to our organization by:

• Coordinating with People: Building strong collaborative relationships within the team and stakeholders.
• Business Analysis: Providing functional business analysis for capital markets, gaining understanding about regulatory compliance topics and documenting business requirements for agile software development.
• Automation: Appetite for continuous improvement and automation. Demonstrating a deep passion for software development, especially in Java, Python, Shell Scripting and SQL.
• Interest in Investment Banking: Appetite to understand the business activities of the bank on Capital Markets.

During your internship, you will have the opportunity to:

• Learn about Capital Markets and Regulatory Reporting: Multiple applications covering investment banking workflows related to local and international Regulatory Reporting requirements for MAS, HKMA, KRX, JFSA, EMIR, MIFID, CFTC etc.
• Benefit from the guidance of a dedicated mentor.
• Automate operational processes for application monitoring and user communication.
• Deliver on jobs that directly impact the bank’s day-to-day activities and witness the added value of your job directly from business lines.
• Contribute with creative ideas to improve systems and processes.

Qualifications and Profile

Candidates should have:

• Proficiency in Java and Python programming language.
• Strong analytical and problem-solving skills.
• Enthusiasm and eagerness to learn and excel in the IT field.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

The scope will be adapted depending on the situation and the progress of the trainee.

Please apply via below link:

https://app.jobvite.com/j?cj=of2Bufw6&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 12th largest bank by total assets.

• Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office)” for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

- Envisioning and preparing the Bank’s futures information systems

- Partnering and supporting core banking flagships and transverse areas in their large scale development projects.

- Providing premium In-house Banking applications,

• This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.
• We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

Mission

As an intern, your mission is to become a valuable asset to our organization by:

• Interacting comfortably with people: Building strong collaborative relationships within the team and stakeholders.
• Automation and Development: Demonstrating a deep passion for development, specially in

- Technologies: Java/J2EE, Shell Scripting, PL/SQL, SQL

- Database: Sybase, Oracle, PostGreSQL

- BDD Framework: Cucumber

- Source Code/Lifecycle Management: SVN/GIT, Jenkins, Gitlab, Ansible, MasterDeploy

- Automation tools and frameworks: JUnit, TestNG, Selenium

• Interest in Bank activities: Apetite to understand the business activities of the bank on Capital Markets.
• Process automation: Appetite for continuous improvement and automation of new as well as existing process to enhance efficiency and reduce the TAT.

During your internship, you will have the opportunity to:

• Learn about Global Market Front Office activities, Financial Data, Transaction Reporting, Market Data, Risk Indicators and Regulaotry requirements – opportunity to learn end-to-end invensment banking workflow.
• On the job training to directly apply your learning and be impactful.
• Gain insights into Software Development, understand the SDLC and its real-life implementation.
• Collaborate with Subject Matter Experts, including Business Analysts, Support Analysts, Developers, DevOps Engineers, and Quality Software Developers.
• Benefit from the guidance of a dedicated mentor.
• Deliver on jobs that directly impact the banks day-to-day activities and witness the added value of your job directly from business lines.

Qualifications and Profile

Candidates should have:

• JAVA/J2EE.
• SQL, PL/SQL and UNIX/LINUX Scripting skills.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

The scope will be adapted depending on the situation and the progress of the trainee.

Please apply via below link:

https://app.jobvite.com/j?cj=oj2Bufwa&s=URL

Who we are

Crédit Agricole Corporate and Investment Banking (Crédit Agricole CIB) is the corporate and investment banking arm of Crédit Agricole Group, world’s 12th largest bank by total assets.

• Our Singapore center (“ISAP” or “Information Systems Asia Pacific”) is the 2nd largest IT setup (after Paris Head Office)” for Crédit Agricole CIB's worldwide business. We work daily with international branches located in 30 markets by:

- Envisioning and preparing the Bank’s futures information systems

- Partnering and supporting core banking flagships and transverse areas in their large scale development projects.

- Providing premium In-house Banking applications,

• This unique positioning empowers us to bring our core banking business a sustainable competitive advantage on the market.
• We seek innovative and agile people sharing our mindset to support ambitious and forthcoming technological challenges.

The Department and Position

The department is responsible for development and maintenance of Capital Market applications used by worldwide users.

The candidate will be involved with many front line IT professionals who understand the nature of business operations, timing of activities & data flowing through internal and external systems. The candidate will also be in touch with business users, infrastructure engineer and system managers.

The candidate will join the Singapore Capital Market Data Quality (smartDQ) IT team in charge of development of Data Quality management products.

The team works closely with other upstream and downstream systems such as – Front and Back Office applications (Orchestrade, Summit, Calypso, Murex etc.), helping them to implement smartDQ products.

The Team also works to build new capabilities for smartDQ products.

Mission

As an intern, your mission is to become a valuable asset to our organization by:

• Coordinating with People: Building strong collaborative relationships within the team and stakeholders.
• Business Analysis: Providing functional business analysis for capital markets, gaining understanding about regulatory compliance topics and documenting business requirements for agile software development.
• Automation: Appetite for continuous improvement and automation. Demonstrating a deep passion for software development, especially in Java, Python, Shell Scripting and SQL.
• Interest in Investment Banking: Appetite to understand the business activities of the bank on Capital Markets.

During your internship, you will have the opportunity to:

• Learn about Capital Markets and Regulatory Reporting: Multiple applications covering investment banking workflows related to local and international Regulatory Reporting requirements for MAS, HKMA, KRX, JFSA, EMIR, MIFID, and CFTC etc.
• Benefit from the guidance of a dedicated mentor.
• End to end understanding of Data quality tracking in scope of regulatory reporting.
• Automate operational processes for application monitoring and user communication.
• Deliver on jobs that directly impact the bank’s day-to-day activities and witness the added value of your job directly from business lines.
• Contribute with creative ideas to improve systems and processes.

Objectives

• Gather and Prepare Data

- Develop and maintain data pipelines to ensure data integrity and consistency.

- Work closely with data owners to ensure data quality and availability for model training.

• Model Development

- Develop AI/ML models using Python and relevant frameworks such as TensorFlow, PyTorch, and scikit-learn.

- Implement and maintain model training, validation, and testing processes.

- Deploy models in a production environment and ensure they are integrated with existing systems.

• Participation in MLOps Implementation

- Continuous Integration: Participate in CI/CD pipeline setup to streamline model development, training, deployment and evaluation of models.

• Retrain Model:

- Automate the process of retraining models based on new data.

• Model Performance Evaluation and Reporting

- Performance Metrics: Establish metrics to evaluate model performance.

- Regular Reporting: Generate regular reports on model performance and compliance.

• Collaboration:

- Collaborate with cross-functional teams to ensure AI/ML models align with business objectives and user needs.

Qualifications and Profile

Candidates should have:

• Familiarity with frameworks such as Scikit-Learn, Keras, Tensor Flows etc..
• Understanding of tracking data quality using ML methods.
• Strong analytical and problem-solving skills.
• Enthusiasm and eagerness to learn and excel in the IT field.
• Excellent Aptitude, Curious to learn and inquisitive.
• Excellent communication and interpersonal skills.
• Autonomous, self motivated and excellent team player.
• Fluency in English - as acting in a multi-cultural environment.

The scope will be adapted depending on the situation and the progress of the trainee.

Please apply via below link:

https://app.jobvite.com/j?cj=ocyDufwB&s=URL

Fabrica AI is reinventing how robots are developed. Currently novel robots take 5-20 years. We are building a design automation platform to bring it down to a month, and have already demonstrated significant progress by developing tile grouting robots in record time. Robotics simulation and reinforcement learning has been advancing a lot making it 1000x cheaper to train robots compared to 5 years ago, and as Jensen Huang said at Nvidia GTC 2024, "the ChatGPT moment for robotics may be just around the corner." A couple other companies are building on the same paradigm shift but we are the only ones using it to automate hardware design, not just software.

Building robots and a design automation platform together brings great synergy - the platform helps us develop robots faster than anyone else and the robots allow us to gather data and do experiments at scale. Data gathering can be done through partnerships with other robotics companies, but doing experiments is crucial for grounding the platform in reality and ensuring its usefulness. The grouting robots are already deploying daily at construction sites and bringing value to clients. We are currently negotiating sales worth around 500k USD. With manufacturing cost multiple times lower than companies using a traditional robotic arm, our robots have an ROI in weeks. Our robot is also small and simple to use, operating from a single button without the need to upload floorplans or do any complex setup. Soon we would be expanding into other simple and valuable robots for the construction industry.

We’ve raised over 2.5m USD from Hoxton Ventures, Credo Ventures, our Professor from Cambridge University, Woh Hup, and the owner of BHCC (listed construction company). We’ve 2500sqft of space in Singapore where we have over 20 team members, and 1200sqft of space in Czechia where we have our software team.

Jakub Suchanek (CEO) has an engineering degree from the University of Cambridge and experience working on self-driving cars at Wayve and machine learning at Granta Innovation and Wacker. He is a worldwide winner of NASA SpaceApps and has won bronze medals in International Olympiads in Informatics and Physics.

Ronald Luc (CTO) earned a degree in Math and Computer Science from Masaryk University, where he was a teaching assistant, and supervised several deep learning theses. He has years of industry experience in both machine learning and self driving cars. With Jakub he won TechFest Munich, one of the EU’s top hackathons; and represented Czechia at the International Olympiad in Informatics.

Keefe Wayne Teo (COO & CFO), a University of Cambridge engineering graduate, served as president of Hackbridge.io, promoting entrepreneurship in tech. He has 100+ citations in research journals and four papers on sustainable energy. He previously worked at Entrepreneur First and has business development experience from other companies.

Website: https://www.fabrica.ai/ (and various press releases, awards, etc.)
Latest Grouting Robot Demo: https://www.youtube.com/watch?v=AVWjmaMuYM0

Fabricator videos

https://www.youtube.com/watch?v=4aoQ4QaEOPQ

https://www.youtube.com/watch?v=xnENP7zWzEM

https://youtu.be/qXpkFeEidac

https://www.youtube.com/watch?v=5SBiEBLMQ9k

Your internship would revolve around real-world industry deployments taking us from a TRL of 7 to 9. You may be remunerated with a combination of salary and share options. As an SGInnovate partner company, we can offer a monthly S$3000 SGD in stipend under the SGI Summation program for undergraduates, more for masters, PhD students. The following tracks are available, you would probably be doing a couple of them up to your preference, with examples of what has been done by previous interns:

1) (Software) Create new data generator for object detection (ideal is some experience with Blender/Unreal/Unity)

2) (Deep Learning and Machine Learning): Train, and evaluate our computer vision model fine-tuned on synthetic data on a real-world test set.

3) (Deep Learning engineering): Go through the list of researched libraries, use them to integrate the model into ROS2, and evaluate (compute) performance. Test performance uplift on low-power DL co-processors.

4) (algorithms) Write an algorithm to turn object detection bounding boxes in pixel space to 3D space using known constraints (baseline algo already researched). Turn it into a ROS2 node.

5) Robotics DevOps & Real World Industry Trials (must be in Singapore)

• Understand the whole project and run our ROS2 stack on real HW.
• Create reproducible testing methodology and evaluate metrics on the HW.
• Be in charge of the robots on the construction site.
• Explore and procure new parts/new materials for robot functionality improvement

A great candidate would possess the following:

• Motivation to build a great product and great codebase using the most recent tech stack for the slowly coming robotics revolution
• Value the direct impact on the product and proximity to clients at a startup and the growth potential of a startup
• Willing to work without a very well defined job scope and willing to adapt to changes week on week
• Ability to think of metrics to measure progress and deciding based on back of the envelope calculations
• Keenness to do more than is expected, impact driven
• Excited about robotics and similar technical areas and exploring them in extracurricular projects
• Growth mindset driven

For roles 1-4, can be in person in Singapore and Czechia or remote.

Our development process is very iterative and agile. Thus, there would not be a concrete plan more than 2 weeks ahead and your role/tasks is/are likely to evolve over time. Besides, a lot of testing has to be done on a construction site. If you like this process, you’d be a good fit for us. You would thus play a significant part in deciding how your work would contribute to our overall goals. Please email your resume to careers@fabrica.ai if you are interested. Thank you!