Total 46 system engineer job vacancies in Maintenance / Repair category in Kentish Town Office (2021000049), -

You will drive R&D initiatives to make our autonomous vehicles operate at superhuman capabilities for comfortable, safe driving. On a daily basis, you will:

• Define and influence the direction of the team, organization, and/or department
• Advise leaders on technology problems and solutions
• Connect and drive business impact through technology solutions
• Formulate problems, architect solutions, and design processes
• Prototype, evaluate, implement, and iterate on solutions
• Pioneer research into state of the art solutions and systems for autonomous vehicles
• Productionize and deploy solutions onto autonomous vehicle fleets
• Mentor and grow junior and experienced engineers and researchers
• Help create and reinforce a culture of inclusion, innovation, and excellence

What We’re Looking For:

• Masters or PhD in Machine Learning, Computer Science, Applied Mathematics, Statistics, Physics or a related field; or equivalent industry experience
• In-depth understanding of common Machine Learning and Deep Learning algorithms
• Experience designing, training, and analyzing neural networks for at least one of the following applications: object detection, semantic/instance segmentation, visual classification, motion/gesture recognition, sensor fusion, multitask learning, motion prediction, and/or multi-object tracking
• Effectiveness at leading and executing large, complex technical initiatives
• Strong track record of tackling ambiguous problems, creating clarity from it, and driving it to successful outcomes
• Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing methods
• Fluency in Python, including standard scientific computing libraries and Python bindings development experience
• Experience with PyTorch or other deep learning frameworks
• Experience working with large data sets and deriving insights from data
• Experience mentoring and leading others

COMPANY DESCRIPTION

1-Net manages carrier-neutral Internet Data Centers, along with providing a comprehensive range of integrated services including network connectivity, managed services, work area recovery suite, cloud and media delivery services. 1-Net's Data Center Corridor initiative currently interconnects key data centers in Singapore to facilities quick deployment and providing a diverse connectivity options for enterprises and service providers.

We are committed to creating an inclusive and diverse workplace where talent thrives. Our hiring decisions are made based on merit and fit-to-role. If you have a disability or special need which requires accommodation to participate in the recruitment process, please inform us when you submit your online application. We will be happy to support as necessary.

Thank you for your interest and application to this role. Please note that only short-listed candidates will be contacted.

RESPONSIBILITIES

1-Net is fast transforming itself into Asia's Data Centre of Choice. As one of the pioneers in broadband development in Singapore, 1-Net currently manages telco-class carrier-neutral Internet Data Centres, along with providing domestic and international connectivity, managed services and media delivery services. 1-Net offers superior stability, secure delivery and service experience through its services. It's uniquely positioned in Southeast Asia, with a comprehensive range of integrated services and a media-centric approach to bring cutting edge solutions to its customers.

Responsibilities

• Manage the maintenance and daily operations of the DC facilities with the objective of achieving uninterrupted availability at all times and to ensure the fulfillment of our service commitment to customers.
• Support service delivery to ensure contracted service level agreements and key performance indicators are met or exceeded.
• Perform routine facilities activities including inventory control. Critical systems checks and functional testing. Able to respond and take action in response to facilities crisis management activities including: power outages, fire alarms, HVAC outages. Analyze data and identify trends with facility issues to determine root cause and take appropriate action.
• Respond to BMS/EMS alerts, investigate and feedback on any outstanding issues or events and respond to emergency situations and be on standby duty as required.
• Provide technical support to all aspects of data center operations including the operation, maintenance and repair of all mission critical equipment and systems supporting a 24x7 data center operation to achieve 100% uptime and 100% compliance with all customer SLAs.
• Assist in all site construction activities and installations, in coordination with external contractors to ensure system design, installation and testing adhere to operational standards. Witness testing of all equipment during commissioning and validate sequence of operations and receipt of all operational documentation.
• Support for customer installations, in coordination with the design & construction as well as operations requirements to coordinate customer move-in and turn-on, and other service request & deliveries.
• Maintain compliance with local workplace safety & health (WHS) standards and local electrical and building codes.
• Ensure adherence to all standard operating procedures (SOP), method of procedures (MOP), and emergency response procedures (ERP) established for the critical environments, as well as the formal change control process.
• Participate in the scheduling, coordination and completion all significant planned and emergency maintenance events for the facility and ensure these activities are executed in a controlled and proven method to ensure the reliability of the critical loads supported by these systems.
• Support various accreditation, certification and compliance initiatives such as BCA-IDA Green Mark DC/QMS/ISMS/BCMS/PCIDSS/OSPAR, etc as may be required.

• Preferably with minimum 1 year experience in Data Center Facilities Management & Operations environment and service delivery.
• ITE/Diploma in Electrical or Mechanical engineering or equivalent qualification
• 24x7 rotating shift duty
• Able to comprehend, analyse and interpret complex project documents, including AutoCAD, Visio and PDF documents
• General technical and functional knowledge of data center infrastructure to include electrical and mechanical systems, fire detection and protection systems, building management systems, equipment maintenance, space planning, construction of critical facilities environment
• Working location : 1-Net (East) at Chai Chee / 1-Net (North) Woodlands

Main Responsibilities

1. Coordinate maintenance contractors, review checklists and ensure customer D.O. sign-off within the time.
2. Support Data analytics team with ongoing improvement on automation of data gathering, analysis and reporting, including fault detection and root cause identification
3. Prepare and maintain comprehensive energy conservation action plan to include previous and ongoing efforts and short, intermediate and long-term goals
4. Prepare operational and maintenance schedule as per MIS
5. Work closely and collaborate with the customer support team to ensure customer satisfaction.
6. Identify potential upselling opportunities at client site during regular or ad-hoc maintenance
7. Remote monitoring of the system operation and performance and reach site if any emergency.
8. Familiarization of Refrigeration System Chillers & Freezers, Compressors, Cooling towers, FCUs, Cold room, ETV doors and related controllers.
9. Working with a team and deliver the work within the planned schedule.
10. Collect the onsite operating parameters like cold room and space temperature and verify with SCADA.
11. Collaborate with Internal teams regarding any controls and programming related onsite works.

Qualifications

1. Diploma, Bachelor of Engineering Mechanical, Electrical or Equivalent
2. Electrical or Mechanical troubleshooting experience would be advantageous
3. HVAC knowledge of Chiller Plant, FCU, SCADA, Air side equipment
4. Strong communication and analytical skills.

NetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve it.

Founded by two MIT graduates and located in Boston and Singapore, NetVirta is the world’s leading fit technology provider for medical, retail and sports equipment brands, helping customers order the right size with precision 3D body scanning. We began serving the medical industry in 2013, helping doctors scan medical patients to create custom-fit orthotics and prosthetics. In 2017, we expanded to enable NFL and NCAA football players to obtain custom-fit helmets. Fast forward to 2022, NetVirta’s closed deals with multiple clothing and footwear brands in North America, Europe, and Asia.

We are proud to be certified as Great Place to Work® in Singapore.

What can you expect?

We are seeking a Machine Learning Engineer / Researcher who will lead the development and deployment of advanced machine learning models to power our recommendation system and search engine. In this role, you will have opportunities to work with state-of-the-art AI techniques, including large language and vision models, integrating them to complement our recommendation system and search architecture. You will also play a vital role in maintaining and evolving our AI systems throughout the different growth stages.

Responsibilities

• Build scalable recommendation and search engines tailored to fashion content.
• Lead the design, development, and optimization of machine learning models, especially in the context of fashion recommendation systems and search engines.
• Integrate various techniques to help tackle cold start problems, including

1. Content-based recommendation
2. Leveraging implicit user interaction signals
3. Large language (vision) models

Required Skills & Experience

• Bachelor’s, Master’s or PhD degree in Machine Learning, Computer Science, or a related field.
• Experience with Python and machine learning frameworks (eg., TensorFlow, PyTorch).
• Prior hands-on experience with recommendation & search systems and knowledge of its key components (retrieval, re-ranking, cold-start, etc).
• Familiarity with using large language models and computer vision techniques.
• Ability to collaborate in a fast-paced, cross-functional environment with strong communication and teamwork skills.

Good-to-Have

• Knowledge of reinforcement learning (e.g. multi-armed bandits and related techniques).
• Prior industry experience with A/B tests in the context of recommendation systems.
• Good understanding of the infrastructure behind large-scale recommendation and search systems.

What else is awaiting you?

• Career development opportunities, like mentoring, career exploration through a Japanese concept called Ikigai.
• Learning is fundamental to our culture, your growth together with Netvirta's are paramount to how we can transform the industry.
• Besides hard work, we value your well-being and want you to have fun too! Attractive compensation and benefits as well as engagement and welfare activities awaits you.
• Work alongside with friendly colleagues in a positive environment.

Where you fit in

Maintenance Reliability Turn Around (MRTA) is about understanding and maintaining our equipment as effectively and efficiently as possible, making sure it performs as intended. The Maintenance discipline covers the development of Maintenance strategies and the planning, coordination, and execution of Maintenance activities. Maintenance ensures safe, defect free and efficient operations through the regular upkeep of equipment and tools in the most cost efficient and timely manner.

What’s the role?

As an Instrument/Quality Measuring Instrument (QMI) Field Execution Engineer/Assistant Engineer, you will be based in Shell Pulau Bukom under Maintenance Department with key accountabilities as the following:

• Provides day-to-day hands-on maintenance and troubleshooting including contractor/ specialist management for all Instrument/QMI maintenance related matters.
• Responsible for carrying out preventive and corrective maintenance works and ensuring plant equipment availability including instrumentation, control valves, analysers and the control system.
• Diagnose and troubleshoot instrumentation and control system malfunctions, ensuring timely resolution to minimize downtime.
• Perform preventive maintenance on instrumentation and control equipment by calibrating instruments, replacing components, and conducting routine checks.
• Develop and implement maintenance plans and procedures to ensure system integrity and performance.
• Analyse and interpret control system data to identify potential issues and optimize system performance.
• Support the development and implementation of upgrades and modifications to the instrument and control systems.
• Compliance to HSSE standards and requirements to make Shell Pulau Bukom a safe place to work, and accountable for all assigned Critical activities.
• Perform Authorized Applicant and/or Authorized Engineer as per Permit to Work (e-PTW) requirement.
• Participate in Asset Management System (AMS) & Maintenance Execution (ME) assessment and determine Instrument/QMI equipment maintenance task and schedule.
• Participate Field Acceptance Test/ Site Acceptance Test (FAT/SAT) and Functional testing to ensure equipment are meeting the design intent when required.
• Perform Instrument/QMI equipment condition monitoring & liaise with relevant subject matter experts (SME)/ specialist/ OEM to address any arising issues, problems & concerns.
• Prepares job specifications and costing for works involved and apply work clearance / permit for work execution.
• Participate and execute for Turnaround (TA)/ Pit-stop (PS) events in related Process Units (PUs).
• Maintains work requests and records on maintenance works using computerized maintenance management systems, GSAP-PM.
• Maintain accurate documentation for instrument and control systems, server systems, and maintenance activities. to ensure all equipment technical records and drawings are updated to reflect the latest changes.
• Contribute to the development of the annual operating budget of the section to ensure achievement operational targets of section.
• Attend Standby Duty callout to an Emergency work upon request

What we need from you

To be successful in this role, you will have:

• Assistant Engineer position: Minimum NITEC Level 2 certification in Instrumentation or Electronics or Electrical
• Engineer position: Minimum Diploma/Degree in Instrumentation or Electronics or Electrical
• 3-5 years of relevant experience in Instrument construction/ Maintenance in oil & gas, chemical/ petrochemical or related industries.
• Knowledge in basic control system and/or functional logic is an advantage.
• Proven ability to diagnose and troubleshoot instrument and control system malfunctions.
• Experience with calibration of industrial instrumentation.
• Understanding of control system principles (PLC, DCS) and communication protocols (OPC, Fieldbus, Modbus, HART, Vnet).
• Able to understand PID and have knowledge of instrumentation and control element
• Basic understanding of server system administration, including troubleshooting and maintenance procedures.
• SAP (GSAP) knowledge in Maintenance Module.
• Experience in field work interfacing and stakeholder’s engagement.
• Excellent communication, analytical, problem-solving, and troubleshooting skills.
• Self-motivated with a strong commitment to teamwork and collaboration and managing contractors and vendors.
• Able to work in Team environment as well as standalone when need arises.

NetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve it.

Founded by two MIT graduates and located in Boston and Singapore, NetVirta is the world’s leading fit technology provider for medical, retail and sports equipment brands, helping customers order the right size with precision 3D body scanning. We began serving the medical industry in 2013, helping doctors scan medical patients to create custom-fit orthotics and prosthetics. In 2017, we expanded to enable NFL and NCAA football players to obtain custom-fit helmets. Fast forward to 2022, NetVirta’s closed deals with multiple clothing and footwear brands in North America, Europe, and Asia.

We are proud to be certified as Great Place to Work® in Singapore.

What can you expect?

We are seeking a Machine Learning Engineer / Researcher who will assist the development and deployment of advanced machine learning models to power our recommendation system and search engine. In this role, you will have opportunities to work with state-of-the-art AI techniques, including large language and vision models, integrating them to complement our recommendation system and search architecture. You will also play a vital role in maintaining and evolving our AI systems throughout the different growth stages.

Responsibilities

• Build scalable recommendation and search engines tailored to fashion content.
• Lead the design, development, and optimization of machine learning models, especially in the context of fashion recommendation systems and search engines.
• Integrate various techniques to help tackle cold start problems, including

1. Content-based recommendation
2. Leveraging implicit user interaction signals
3. Large language (vision) models

Required Skills & Experience

• Bachelor’s, Master’s or PhD degree in Machine Learning, Computer Science, or a related field.
• Experience with Python and machine learning frameworks (eg., TensorFlow, PyTorch).
• Prior hands-on experience with recommendation & search systems and knowledge of its key components (retrieval, re-ranking, cold-start, etc).
• Familiarity with using large language models and computer vision techniques.
• Ability to collaborate in a fast-paced, cross-functional environment with strong communication and teamwork skills.

Good-To-Have

• Knowledge of reinforcement learning (e.g. multi-armed bandits and related techniques).
• Prior industry experience with A/B tests in the context of recommendation systems.
• Good understanding of the infrastructure behind large-scale recommendation and search systems.

What else is awaiting you?

• Career development opportunities, like mentoring, career exploration through a Japanese concept called Ikigai.
• Learning is fundamental to our culture, your growth together with Netvirta's are paramount to how we can transform the industry.
• Besides hard work, we value your well-being and want you to have fun too! Attractive compensation and benefits as well as engagement and welfare activities awaits you.
• Work alongside with friendly colleagues in a positive environment.

Job Summary

Responsible for the analysis and preparation of specifications and construction drawings, design documents for process and industrial plants in accordance with project specification schedule and customer requirements.

Duties & Responsibilities

• Responsible for field instrument and control system design work.
• Able to lead small/medium size project within budgeted MH, cost and project schedule.
• Prepare and review field instruments, Analyzer, Control Systems (DCS, ESD, F&G etc) specification, requisition, TBE, vendor document review.
• Prepare and review construction drawings such as Index, IO List, Location layout, hook-up, cable routing, loop diagram etc. based on project specifications.
• Evaluate and select suitable instruments for required process control/monitoring application.
• Lead the estimation work of BMBQ, Man-hour, technical proposal writeup, for new tender project.
• Preparation of project monthly report and attending project & client meeting as required.
• Work collaboration with other GEC and monitor daily job task assignment.
• Perform FAT/inspection for control system and field instruments as required.
• Perform SAT, Loop check, site construction and commissioning support as required.

Requirements

• Bachelor’s degree in Chemical Engineering, Electrical and Electronic Engineering or Instrument and Control Engineering.
• 15 years’ experience in instrument and control system design work.
• Knowledge and experience in Field Instrument Engineering as well as Control System, e.g. DCS, ESD, F&G.
• Able to work at construction site to support construction, pre-commissioning and commissioning activities.
• Good interpersonal and communication.

Interested parties, please send in your detailed resume.

Job Summary

Responsible for the analysis and preparation of specifications and construction drawings, design documents for process and industrial plants in accordance with project specification schedule and customer requirements.

Duties & Responsibilities

• Responsible for field instrument and control system design work.
• Able to lead small/medium size project within budgeted MH, cost and project schedule.
• Prepare and review field instruments, Analyzer, Control Systems (DCS, ESD, F&G etc) specification, requisition, TBE, vendor document review.
• Prepare construction drawings such as Location layout, hook-up, cable routing, loop diagram etc. based on project specifications.
• Generate specification requisition for various process instruments, evaluate and select suitable instruments for required process control/monitoring application.
• Preparation of technical proposals (e.g. TBE) and cost estimation for tender projects.
• Preparation Vendor’s Document Review, BMBQ, Man-hour estimation and related.
• Engineering Support at site, attend Field Instrument & Control Inspection, FAT at vendor’s workshop and SAT & Loop Check at site.
• Perform other functions that may be assigned by superior.

Requirements

• Bachelor’s degree in Chemical Engineering, Electrical and Electronic Engineering or Instrument and Control Engineering.
• 8 years’ experience in instrument and control system design work.
• Knowledge and experience in Field Instrument Engineering as well as Control System, e.g. DCS, ESD, F&G.
• Able to work at construction site to support construction, pre-commissioning and commissioning activities.
• Good interpersonal and communication.

Interested parties, please send in your detailed resume.

Wonder Engineering Technologies Pte Ltd, based in Singapore since 2010, is an instrument solution provider for the refining and petrochemical industries. We specialize in critical temperature measurement applications such as Sulphur Recovery Units, Reactor Catalyst Beds, Furnace Tube Temperature Monitoring, and Flare Remote Monitoring. Additionally, under the Wonder® brand, we produce competitive tank storage instruments including explosion-proof LED lights, MOV actuators, and Retractable Grounding Reels (RGR) tailored for external floating roof tanks.

Our expertise, combined with innovative technologies, enables us to deliver customized solutions and exceptional service to our clients worldwide.

Wonder® is a registered brand from Singapore.

Instrument Engineer – Regional / 5 Days

Work Location: West

Responsibilities:

We are seeking a skilled Instrument Engineer to join our team.

• Assist in managing the service team.

• Provide guidance to the service engineer in troubleshooting during any plant upset.

• Liaising with technical experts and customers to provide options to customers in resolving issues.

• Assist in project execution.

• Assist in liaising with customers on documentation submission such as mechanical & electrical drawing, engineering reports & Factory Acceptance Test procedure for approval.

• Assist in onsite installation works as well as clearing T&C with the owner upon completion.

• Assist in managing project POs and liaising with contractors/suppliers for quotation.

Requirements:

• Diploma in engineering or related field.

• 2 years of experience in engineering or related field.

• Good interpersonal and communication skills.

Responsibilities:

• Model development: Design, develop, and implement machine learning models and algorithms to address specific business problems or opportunities.
• Data preprocessing: Clean, preprocess, and analyse large datasets to extract meaningful insights and features for use in AI/ML models.
• Model training and evaluation: Train, validate, and optimise machine learning models using various techniques such as cross-validation, hyperparameter tuning, and performance evaluation.
• Model deployment: Deploy machine learning models into production environments, ensuring scalability, reliability, and real-time performance.
• Collaboration: Collaborate with data scientists, software engineers, and business stakeholders to understand requirements, iterate on models, and integrate AI/ML solutions into existing systems.
• Research and innovation: Stay updated on the latest AI/ML research, tools, and best practices, and apply innovative approaches to solve complex problems and drive continuous improvement.
• Documentation and reporting: Document the development process, model performance, and insights generated, and communicate findings to technical and non-technical stakeholders.

Note: Proceeding to apply on this job post means you have read, understand and agreed to WPH DATA PROTECTION NOTICE FOR JOB APPLICANTS in the link below.

https://www.wphdigital.com/notices

Responsibilities:

• Prompt Generation: Developing and refining AI models and algorithms to generate contextually relevant and accurate prompts for various applications, such as chatbots, virtual assistants, or natural language processing systems.
• Natural Language Understanding: Enhancing AI models to understand and interpret user input, queries, or commands, and generate appropriate prompts or responses based on the context and intent.
• Model Training and Tuning: Training and fine-tuning AI models using machine learning techniques to improve prompt generation, language understanding, and response generation.
• Contextual Awareness: Ensuring that AI prompts are contextually aware and adaptive to different scenarios, user preferences, and conversational contexts.
• Collaboration: Collaborating with cross-functional teams, including data scientists, software engineers, and product managers, to integrate prompt generation capabilities into AI-powered applications.
• Performance Evaluation: Evaluating the performance and accuracy of prompt generation models, iterating on solutions to enhance contextual relevance and user experience.
• Research and Innovation: Staying updated on the latest AI research, natural language processing advancements, and conversational AI trends to inform prompt engineering strategies and initiatives.

Note: Proceeding to apply on this job post means you have read, understand and agreed to WPH DATA PROTECTION NOTICE FOR JOB APPLICANTS in the link below.

https://www.wphdigital.com/notices

About the Role:

Responsible for Refinery/Chemicals/Petrochemicals/Oil&Gas Industries in the Field of Instrumentation & Control System design of greenfield/revamp/retrofit/Brownfield for Pre-FEED, FEED and Detail Engineering phase of Portfolio, Small, Medium & Large projects.

Technical/Functional Responsibilities:

• Prepare & issue Instrument Basis of Design, Project Specification for DCS, SIS, FGS, MMS and PLC systems and Instrumentation required for Packaged Equipment’s
• Prepare, Review and approve Instrument data sheets such as Control valve, On-Off Valves, Safety Relief Valves & other field instruments etc. Verify the calculations for the orifice plate bore, Control Valve Cv, and PSV’s, etc.
• Prepare, Review & approve Cause & Effect diagram and Logic diagrams. Review and approve all the vendor documents for DCS, SIS, FGS, MMS, PLC systems, Instruments and also for Mechanical Packaged equipment’s.
• Prepare and issue Material / Technical Requisition for all instruments, carry out Technical Bid Evaluation and Vendor Documents Review & approval.
• Review and approve instrument Index, DCS/SIS/FGS/MMS/PLC I/O Lists.
• Cable schedule, Interconnection wiring drawings, Termination drawings, Junction box schedule, Instrument Hook-up drawings, Material Take off.
• Prepare & issue Specification for Instrument cables, Junction boxes, Instrument Installation scope. Review and approve Block diagrams, Control / Rack room layout, Cable route, instrument location plan, Loop drawings.
• Review of P&ID’s, Isometric drawings and 3-D modelling.
• Work Experience in both Green Field & Brown Field Projects
• Ensure to adherence of Quality Management System, establish and follow Worley QA plans.

Qualifications - Internal

• Bachelor or Master Engineering degree in Instrumentation Engineering / Technology
• 20-25 years design experience in Petrochemical/Chemical/Oil & Gas industry
• Familiar with both International and Local Codes & Standards
• Knowledge of SPI, AVEVA Instrumentation, SP3D, E3D Databases are essential
• Should have handled at least two Mega / large projects as a Lead Instrumentation Engineer.
• Working knowledge on various Client Standards includes Shell DEP, Chevron Standards etc.
• Field Instrumentation and experience in Control Systems with strong leadership skills & teamwork is a requisite.
• Pro-active, able to communicate direct, open and flexible.
• Working experience with Global Integrated Delivery (GID) / High Value Engineering Center (HVEC) is a must

Main Responsibilities

1. Coordinate maintenance contractors, review checklists and ensure customer D.O. sign-off within the time.
2. Support Data analytics team with ongoing improvement on automation of data gathering, analysis and reporting, including fault detection and root cause identification
3. Prepare and maintain comprehensive energy conservation action plan to include previous and ongoing efforts and short, intermediate and long-term goals
4. Prepare operational and maintenance schedule as per MIS
5. Work closely and collaborate with the customer support team to ensure customer satisfaction.
6. Identify potential upselling opportunities at client site during regular or ad-hoc maintenance
7. Remote monitoring of the system operation and performance and reach site if any emergency.
8. Familiarization of Refrigeration System Chillers & Freezers, Compressors, Cooling towers, FCUs, Cold room, ETV doors and related controllers.
9. Working with a team and deliver the work within the planned schedule.
10. Collect the onsite operating parameters like cold room and space temperature and verify with SCADA.
11. Collaborate with Internal teams regarding any controls and programming related onsite works.

Qualifications

1. Diploma, Bachelor of Engineering Mechanical, Electrical or Equivalent
2. Electrical or Mechanical troubleshooting experience would be advantageous
3. HVAC knowledge of Chiller Plant, FCU, SCADA, Air side equipment
4. Strong communication and analytical skills.

COMPANY DESCRIPTION

1-Net manages carrier-neutral Internet Data Centers, along with providing a comprehensive range of integrated services including network connectivity, managed services, work area recovery suite, cloud and media delivery services. 1-Net's Data Center Corridor initiative currently interconnects key data centers in Singapore to facilities quick deployment and providing a diverse connectivity options for enterprises and service providers.

We are committed to creating an inclusive and diverse workplace where talent thrives. Our hiring decisions are made based on merit and fit-to-role. If you have a disability or special need which requires accommodation to participate in the recruitment process, please inform us when you submit your online application. We will be happy to support as necessary.

Thank you for your interest and application to this role. Please note that only short-listed candidates will be contacted.

RESPONSIBILITIES

1-Net is fast transforming itself into Asia's Data Centre of Choice. As one of the pioneers in broadband development in Singapore, 1-Net currently manages telco-class carrier-neutral Internet Data Centres, along with providing domestic and international connectivity, managed services and media delivery services. 1-Net offers superior stability, secure delivery and service experience through its services. It's uniquely positioned in Southeast Asia, with a comprehensive range of integrated services and a media-centric approach to bring cutting edge solutions to its customers.

Responsibilities

• Manage the maintenance and daily operations of the DC facilities with the objective of achieving uninterrupted availability at all times and to ensure the fulfillment of our service commitment to customers.
• Support service delivery to ensure contracted service level agreements and key performance indicators are met or exceeded.
• Perform routine facilities activities including inventory control. Critical systems checks and functional testing. Able to respond and take action in response to facilities crisis management activities including: power outages, fire alarms, HVAC outages. Analyze data and identify trends with facility issues to determine root cause and take appropriate action.
• Respond to BMS/EMS alerts, investigate and feedback on any outstanding issues or events and respond to emergency situations and be on standby duty as required.
• Provide technical support to all aspects of data center operations including the operation, maintenance and repair of all mission critical equipment and systems supporting a 24x7 data center operation to achieve 100% uptime and 100% compliance with all customer SLAs.
• Assist in all site construction activities and installations, in coordination with external contractors to ensure system design, installation and testing adhere to operational standards. Witness testing of all equipment during commissioning and validate sequence of operations and receipt of all operational documentation.
• Support for customer installations, in coordination with the design & construction as well as operations requirements to coordinate customer move-in and turn-on, and other service request & deliveries.
• Maintain compliance with local workplace safety & health (WHS) standards and local electrical and building codes.
• Ensure adherence to all standard operating procedures (SOP), method of procedures (MOP), and emergency response procedures (ERP) established for the critical environments, as well as the formal change control process.
• Participate in the scheduling, coordination and completion all significant planned and emergency maintenance events for the facility and ensure these activities are executed in a controlled and proven method to ensure the reliability of the critical loads supported by these systems.
• Support various accreditation, certification and compliance initiatives such as BCA-IDA Green Mark DC/QMS/ISMS/BCMS/PCIDSS/OSPAR, etc as may be required.

• ITE/Diploma in Electrical or Mechanical engineering or equivalent qualification
• No experience required as training will be provided
• Must be willing to learn
• Able to resonate with our culture of Respect, Teamwork, Drive
• 24x7 rotating shift duty
• Able to comprehend, analyse and interpret complex project documents, including AutoCAD, Visio and PDF documents
• General technical and functional knowledge of data center infrastructure to include electrical and mechanical systems, fire detection and protection systems, building management systems, equipment maintenance, space planning, construction of critical facilities environment
• Working location: 1-Net (East) at Chai Chee / 1-Net (North) Woodlands

About the role

We are looking for a Senior AI/ML expert with a combination of Engineering/Applied Research experience to help us develop our foundational logical reasoning AI system. You will have worked in AI/ML for several years to have experienced, researched/applied different neural network architectures to various problems (e.g. natural language, vision, graphs, symbolic, formal domains), using several model training and optimization techniques (e.g. value models, reinforcement learning, search strategies), and across modalities (text, audio, video). A strong track record in graphs (graph theory, GNNs, GraphML, etc.), and ML-based code synthesis and/or validation will be invaluable. We are especially keen on candidates who have applied ML to real-world physical/materials/etc. engineering applications/use cases – either directly as a full-time or even as an expert consultant across industries/domains.

Key responsibilities

• Design, develop, deploy and evaluate novel machine learning models and algorithms to solve theorem proving as a foundational framework to developing logical reasoning in AI
• Apply various ML techniques, including supervised, unsupervised, and reinforcement learning
• Work with large datasets to preprocess, clean, and transform data for model training and evaluation
• Implement data pipelines and ETL processes to ensure efficient data flow and accessibility
• Design and conduct experiments, analyze results, develop metrics and benchmarks profile and optimize the performance of machine learning models

Desired Experience & Qualifications

• Master’s, or Ph.D. in Computer Science, Engineering, Mathematics, or a related field
• 2+ years in machine learning, AI, or related fields
• Proven experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
• Experience with data engineering tools and platforms such as Apache Spark, Hadoop, or similar
• Experience with MLOps practices and tools for model deployment, monitoring and logging such as Prometheus, Grafana, or ELK stack
• Experience with deep learning architectures and techniques, especially across domains, including vision, natural language, graphs; bonus for other NN architectures, e.g. symbolic, GraphML, etc
• Experience with program/code synthesis or models focused on systems design generation
• Experience applying ML to various real-world and engineering use cases
• Familiarity with cloud platforms and their ML toolkits, especially containerization and orchestration tools such as Docker and Kubernetes
• Familiarity with CI/CD tools like Jenkins, GitLab CI, or CircleCI
• Contributions to open-source projects in machine learning or AI communities

Hummingbird Bioscience is firmly committed to Equal Employment Opportunity (EEO) and to compliance with all Singapore and US federal, state and local laws and/or guidelines that prohibit employment discrimination on the basis of age, race, color, gender, sexual orientation, gender identity, ethnicity, national origin, citizenship, religion, genetic carrier status, disability, pregnancy, childbirth or related medical conditions, marital status, protected veteran status and other protected classifications.