Product area

Our Large Customer Sales teams partner closely with many of the world’s biggest advertisers and agencies to develop digital solutions that build businesses and brands. We enjoy a bird’s eye view on the massive transformation occurring as advertising shifts to mobile and online platforms. We're uniquely situated to help shape how companies grow their businesses in the digital age. We advise clients on Google's broad range of products across search, video and mobile to help them connect instantly and seamlessly with their audiences.

Job description

The International Growth Team (IGT) helps customers and Google realize the full potential of international growth across Google Ads. We're a global team composed of experienced Strategy Consultants, Consultative Sellers, and Operations Experts. We pride ourselves on our deep knowledge across industries, geographies, and products. Our core identity is that of being strategy partners (i.e. transforming export intelligence into bold actions that drive growth), connection catalysts, and being global natives. Our customers operate in an increasingly globalized world. Google’s global reach and in-depth market knowledge allow us to support our advertisers along the various steps of their international growth journey. As an expert on international expansion processes/success factors and member of a global network, you'll be a trusted advisor and partner to our customers. From strategic planning support, identifying the right target markets, to setting them up for success within their non-domestic footprint, you'll provide insights and direct support, helping them reach and exceed their international ambitions.

Qualifications

Job responsibilities

• Identify high-impact international growth opportunities based on existing frameworks and tools, and develop new ideas and approaches to drive international growth and scale for an assigned portfolio.
• Understand customer's objectives, and be a digital consultant to businesses in APAC looking for international opportunities.
• Understand the market landscape, and develop and execute projects around international growth, impacting clients' understanding of global markets.
• Contribute to growing international growth acumen and resources within Google, and support other members in your network by sharing knowledge about your assigned market.
• Build thorough knowledge related to advertising on Google, Google Display Network, and YouTube.

Minimum qualifications

• Bachelor's degree or equivalent practical experience.
• 7 years of experience in advertising sales, consulting, media, or working with advertising agencies.
• Experience in cross-border or exporting business.
• Experience in an analytical capacity, leveraging data to generate market insights or business proposals.
• Experience in a sales or client-engagement role.
• Ability to communicate in English and French, German, or Spanish fluently to interact with local clients and stakeholders.

Preferred qualifications

• Experience developing grounded, insight-driven narratives and applying them in mobile, digital, and offline mediums into actionable business growth opportunities.
• Experience working in Europe or knowledge of European markets/regions.
• Knowledge of digital advertising.
• Ability to take initiative and work well in ambiguity, with an entrepreneurial and goal oriented mindset.
• Excellent communication, analytical, project management, presentation, and organizational skills, and ability to tell stories with data.

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

Role Description

This position reports to the General Manager, interfacing with Company managers, suppliers, vendors, partners, and clients as regards brand and marketing strategy and policy implementation.

Specific Responsibilities

• Developing short and medium term strategies for increasing brand awareness for the Company.
• Conceptualising and executing marketing campaigns for the Company.
• Managing content creation, curation, and distribution for the Company's online platforms.

Competencies

• Participation in strategic planning.
• Using Agile methodology to plan for and achieve strategic goals and projects.
• Professional Engagement with Stakeholders.
• Exposure to best practices in marketing strategy and campaign execution.
• Database and record management.

Duration of Traineeship/Attachment Offered

• 6 Months

About the role

Reporting to the Regional Credit Manager, this intern will be part of a larger team within the Asia Pacific Finance department, working closely with internal and external stakeholders to minimise company financial risk and assist in enforcing existing policies and procedures. This 6-month full-time internship commences December 2024/January 2025.

What you will be doing

• Ensure monthly Credit Management Reporting is submitted to Regional Management/HQ on timely basis
• Assist the Regional Credit Management team to request and pursue payment on delinquent/Close monitoring accounts via communication with account holder
• Review and update account status according to established guidelines
• Maintains log of payment promises and pertinent account details; schedules follow-up communication with account holder
• Responsible for handling the collection activity for delinquent accounts and enforcing collection policies & procedures
• Follow up with internal customers & external customers to ensure overdue amounts are paid promptly
• Investigate and resolve discrepancies relating to non-payment of invoices
• Prepare and send monthly statements of account & reminder letter to customers/internal customers
• Report and alert any exceptional and problematic customers and apply appropriate actions to minimize bad debt
• Liaise closely with Internal External customers, proactively build and foster strong relationships
• Other duties as assigned

The successful candidate

• At least a diploma or above (finance/accounting/business studies preferred)
• Knowledge in accounting would be advantageous
• Strong skills in excel / BI tools (e.g. Tableau)
• Self-Motivated, analytical mindset
• A team player with excellent interpersonal and communication skills
• Ability to work well in a dynamic and fast-paced environment
• Independent and fast learner with minimum supervision
• Meticulous, organized, able to meet deadlines and work under pressure
• Possess good attitude and willingness to learn

Specialities To be Rotated Across a 1 Year Rotation:

• Emergency & Critical Care
• Internal Medicine
• Neurology
• Surgery
• Exotics

1. Emergency & Critical Care (8 Weeks)

• Core Skills:
  • Assessment and management of acute emergencies patients.
  • Stabilization of emergencies e.g. trauma, cardiac, and respiratory emergencies.
  • Interpretation of emergency diagnostic tests (e.g., ultrasounds, blood tests).
  • Experience with procedures like central lines, ultrasounds, tube placement (oesophageal, nasal etc)
  • Responsibilities:
  • Triage and manage emergency cases under supervision.
  • Participate in resuscitations.
  • In-patient hospital care
  • Multidisciplinary collaboration with other departments.

2. Internal Medicine (8 Weeks)

• Core Skills:
  • In-depth history taking, physical examination, diagnosis and work-ups.
  • Management of both acute and chronic internal medicine conditions e.g. diabetes, respiratory diseases etc.
  • Interpretation of lab results and imaging modalities (X-rays, Ultrasound, etc.).
  • Exposure to inpatient care and outpatient clinics.
  • Working with multidisciplinary, cross-departmental teams.
• Responsibilities:
  • Admission and management of patients.
  • Daily rounds with other department veterinarians, interns, residents and specialists.
  • Discharge planning and follow-ups.

3. Neurology (8 Weeks)

• Core Skills:
  • Perform comprehensive neurological examination.
  • Assessment and management of neurological cases.
  • Interpretation of suitable diagnostic tests (e.g. basic MRI interpretation, CT, X-Rays).
  • Assisting in spinal and brain surgeries.
  • Providing client communication on diagnosis and treatment plans.
• Responsibilities:
  • Manage neurology cases under supervision.
  • Manage neurological emergencies.
  • Participate and assist in neurological surgeries.
  • Provide In-patient hospital care
  • Multidisciplinary collaboration with other departments.

4. Surgery (8 Weeks)

• Core Skills:
  • Pre-operative and post-operative care.
  • Basic surgical procedures (wound care, suturing, incision, and drainage).
  • Assisting in both soft tissue and orthopaedic surgeries.
  • Management of surgical emergencies.
• Responsibilities:
  • Admission and management of patients.
  • Attend surgical rounds.
  • Attend daily hospital rounds with other department veterinarians, interns, residents and specialists.
  • Discharge planning and follow-ups.
  • Post-op inpatient care.

5. Exotics Companion Animal (8 Weeks)

• Core Skills:
  • In-depth history taking, physical examination, diagnosis and work-ups.
  • Management & treatment of both acute and chronic medical conditions in exotic species.
  • Interpretation of lab results and imaging modalities (X-rays, Ultrasound, etc.).
  • Gain hands-on experience with assisting and performing surgical procedures.
  • Provide inpatient care to exotic patients.
  • Handle and stabilize emergency exotic patients.
• Responsibilities:
  • Manage exotic clinical cases under supervision.
  • Manage exotic emergencies.
  • Participate and assist in surgeries.
  • Provide In-patient hospital care

6. Elective Rotation (8 Weeks)

• Options:
  • Choose one of the above 5 specialties to focus on.

7. Evaluation & Feedback (Throughout the Internship)

• Methods:
  • Regular evaluations by supervising specialists after each rotation.
  • Mid-rotation and end-of-rotation feedback sessions.
  • Case-based discussions and journal club sessions.
  • Evaluation of clinical skills, professionalism, communication, and teamwork.

8. Training Resources:

• Clinical Guidelines & Protocols: Access to hospital-approved protocols.
• Mentorship: Assigned mentor/supervisor for each rotation.
• Conferences & Workshops: Attend hospital-organized educational activities.

Interested applicants, please email your updated CV to hr1@beecroft.com.sg.

If you are interested in expanding your knowledge of the finance industry, you can do so by participating in our 4 week paid internship program.

You'll have the chance to learn directly from industry leaders and practitioners in our internship program. The program covers a range of topics, including:

- Financial Literacy

- Investment Techniques, Platforms and Concepts.

- Portfolio Risk Management.

- Retirement Planning and CPF.

- Development and Networking opportunities.

Opportunity to turn your internship into a full-time job with an allowance scheme of up to $2000 per month.

Minimum Age 21 in 2023

Singapore or PR only

ORD-ed personnel

We welcome any Diplomas/Degrees, regardless of your fields.

About the role

The CL Business Finance Intern will work closely with the Regional CL Business Controller to provide Regional Management with business analysis for decision making process on a monthly basis. This 6-month internship will commence in Jan/Feb 2025.

What you will be doing

• Assist in the monthly APAC consolidated CL financial reporting, including key accounts, warehouses and KPIs
• Collaborate with other entities/countries, Middle Office, Front Office, MIS and the Business Intelligence departments to provide ad-hoc analysis when required
• Coordinate with APAC countries' finance teams to ensure the timely and accurate production of flash reports

The successful candidate

• Pursuing an undergraduate degree in Accountancy or other Finance-related courses
• Excellent communication skills
• Advanced excel (eg. VBA) with the ability to work with large data sets and complicated formulas

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 bringing our robot to market. You may be remunerated with a combination of salary and share options. It is possible to combine this with our technical internships for a more “hybrid” role. This internship requires a reasonable amount of technical understanding/engineering interest.

1. Assisting with the recruitment process, including posting job openings, reviewing resumes, and conducting initial candidate screenings.
2. Coordinating and scheduling interviews with job applicants and hiring managers.
3. Assisting in onboarding new employees, including paperwork and orientation.
4. Maintaining and updating employee records and databases.
5. Assisting with HR-related communications, such as preparing HR documents and announcements.
6. Supporting HR team with various administrative tasks.
7. Assisting in the development and implementation of HR policies and procedures.
8. Conducting research on HR trends and best practices.
9. Assisting in organizing HR-related training and development programs.
10. Participating in special HR projects and initiatives as assigned.
11. Scheduling and joining meetings with prospective clients, investors, and partners
12. Market research for expansion overseas
13. Accounting and purchasing
14. Scouting for new opportunities, writing proposals for them, and pushing fabrica out there
15. Visiting industry trial sites, giving appropriate feedback to product development team
16. Speaking to industry players, ground workers, understanding the process of tile grouting to help us shape our solution, especially from an operational point of view
17. Connecting manufacturers and our product team to build and iterate on our prototype, creating new avenues for manufacturing at scale, manufacturing for reliability
18. Website and other marketing/public relations management
19. Any other operational duties

A great candidate would possess the following:

• 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
• 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.

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 bringing our robot to market. You may be remunerated with a combination of salary and share options. This internship requires a candidate to have both an engineering background and a reasonable business acumen. Great communications skills are required as we work with many external contract manufacturers.

1. Pushing our product to pilot production (design for manufacturing, design for reliability, design for user-friendliness)
2. Connecting manufacturers and our R&D team to build and iterate on our prototype, creating new avenues for manufacturing at scale, manufacturing for reliability
3. Sourcing for and testing appropriate equipment and materials for R&D
4. Visiting industry trial sites, giving appropriate feedback to product development team
5. Speaking to industry players, ground workers, understanding the process of tile grouting to help us shape our solution, especially from an operational point of view
6. Hiring, recruitment, and outreach
7. Any other operational duties

A great candidate would possess the following:

• 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
• 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. 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) (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

About HOYA Surgical Optics (HSO)

HOYA Surgical Optics (HSO) is the globally leading Preloaded Intraocular Lens (IOL) focused company that provides technologies and solutions that exceed expectations, enabling ophthalmic surgeons to focus on restoring sight. We are dedicated to improving the vision and quality of life for millions of people suffering from cataract, and helping them celebrate life visually.

HSO empowers cataract surgeons all over the world with innovative ophthalmic devices and services, with an attention to detail that helps them achieve better surgical outcomes and better practice results. Our commitment to delivering these results is grounded upon a quality management system that is continuously improving to meet changing global regulatory requirements and our entrepreneurial drive to be the brand of first choice.

At HSO, People is the key factor to our success. We aim to create a conducive work environment for our employees around the globe, and to promote an inclusive culture based on our core values – Excellence, Passion, Innovative, Collaboration, and Accountability.

HSO way of working

In fulfilling our roles, we are

• Accountable for our own capabilities and development,
• Focused on delivering results without excuses, and
• Alive to the sensitivities, risk, and impact we have on others and work in a way that helps others do their work effectively.

We are looking for people who

• See beyond themselves and are impact-focused,
• Consider the needs, challenges, and objectives of every person with whom they interact, and
• Exhibit positive reinforcement to help others succeed.

About the role

Works closely with and have impact on: Global Quality Assurance Team

Reports to: Senior QA Engineer

Function: Global QA

Work Location/Site: Singapore / GHQ

Internship Duration: Any 3 months between January to May 2025

Role Overview

The QA intern will support the quality and various project teams with validation needs in MasterControl, our cloud-based Quality Management System (QMS) for HSO.

Duties and Responsibilities

• Assist to perform validation duties to ensure software validation project and corresponding deliverables adhere to current regulations and quality standards
• Actively contribute towards continuous improvement of the quality team by suggesting new ideas and promoting innovative culture through improving and optimizing analysis of quality data and process workflows
• Provide support to record management and archiving activities
• Support post-migration and improvement activity works for the QMS
• Assist with QMS Modules improvement and maintenance activities
• Participate in team activities and initiatives related to QMS and regulatory requirements
• Other duties as assigned

Requirements

Experience

• N/A

Skills/Accreditations

• Microsoft office skills essential. Candidates with Excel Macro skills preferred
• Some Quality system knowledge will be advantageous
• Self-awareness and Good work ethics
• Strong communication and interpersonal skill

Academic Qualifications

• Pursuing Diploma or Degree Preferably in Science or Engineering

Travel requirements

• N/A

By submitting your application, you agree that your personal data will be collected, disclosed, and retained by HOYA Group for assessing suitability for employment and verification purposes.

We regret to inform you that due to the number of applications received, only shortlisted applicants will be notified. Thank you for your kind understanding.

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:

Your role will include (*you don’t have to be proficient for all of them*):

Core responsibilities:

• PCB, electronics design
  • Working with both hobbyist and industrial microcontrollers, single board computers, motor drivers etc.
  • Integrating motor systems of different types (DC, BLDC, with encoder feedback…), sensor modules etc.
  • PCB design
• Embedded programming

Possible additional responsibilities:

• Testing our robot on construction sites
• Managing external PCB production
• Harness design
• Overseeing a team doing all the above

Requirements:

• Experience with electronics design and embedded software at at least one industrial level project
• Value the direct impact on the product and proximity to clients at a startup and the growth potential of a startup more than having a stable job at a reputable company
• 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 on the envelope calculations
• Keenness to do more than is expected, impact driven, past side projects
• Excited about robotics and similar technical areas and exploring them in work and other projects
• Growth mindset driven

Our development process is very iterative and agile. Thus your role/tasks is/are likely to evolve over time. You would play a significant part in deciding how your work would contribute to our overall goals. 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. Check out the link above for more information, and send your CV to careers@fabrica.ai