15 AI Systems jobs in Singapore
Senior AI Systems Integrator
Posted today
Job Viewed
Job Description
As a key member of our team, you will play a crucial role in bridging the gap between sales teams and clients by providing expert advice on how AI solutions can meet customer needs.
The ideal candidate will have a strong understanding of AI technologies such as Machine Learning, Deep Learning, Natural Language Processing, and Data Analytics. They will be able to translate complex technical concepts into clear business value propositions and provide hands-on experience with AI platforms, cloud services (AWS, Azure, GCP), and APIs.
Key Responsibilities:- Engage with potential clients to understand their business challenges and technical needs.
- Presentation and demonstration of AI products and solutions to both technical and non-technical audiences.
- Design, propose, and customize AI solutions to fit client requirements.
- Partner with sales teams to strategize account approaches, RFP responses, and customer proposals.
- Conduct Proof of Concepts (PoCs) to showcase solution viability and business value.
- Provide technical expertise throughout the sales cycle, including discovery, solution design, and support during negotiations.
- Bachelor's or Master's degree in Computer Science, Data Science, Engineering, or a related field.
- 2–5 years of experience in presales, solutions engineering, technical consulting, or a related role, preferably in the AI or SaaS space.
- Strong problem-solving mindset and client-centric attitude.
- Excellent communication and presentation skills.
Decentralized AI Systems Architect
Posted today
Job Viewed
Job Description
We are seeking an accomplished Senior AI Researcher to spearhead the development of cutting-edge decentralized AI systems. This role requires a deep understanding of autonomy, scalability, and privacy, as well as expertise in advanced topology optimization, probabilistic device selection, and game-theoretic frameworks.
The ideal candidate will have a Ph.D in CS, Data Science, or a related field from a Global Top 10 institution, along with 5+ years of applied ML/AI experience in an enterprise/multinational corporation. Proven patent writing, technical disclosures, and publications in top-tier AI venues are essential.
Key responsibilities include designing, implementing, and optimizing decentralized AI systems, overseeing model deployment and testing, and building secure platforms for model exchange, incentive alignment, and compliance.
Collaboration on enterprise research projects, particularly those involving A*STAR or similar agencies, is also a crucial aspect of this role.
Requirements- Ph.D in CS, Data Science, or a related field from a Global Top 10 institution
- 5+ years of applied ML/AI experience in an enterprise/multinational corporation
- Proven record: patent writing, technical disclosures, publications in top-tier AI venues
- Demonstrable expertise in privacy-preserving AI and federated learning
- Hands-on experience building decentralized AI systems (autonomy, scalability, privacy)
- Strong understanding of topology optimization, probabilistic device selection, and game-theoretic techniques
- Prior experience building platforms for model exchange, incentive alignment, and compliance
- Proficient in model deployment/testing tools; with deep experience under adversarial/resource constraints
- Prior collaborative work with A*STAR or similar agencies, familiar with their research resources and procedures
- Competitive salary, with scope for equity participation
- Opportunity to work with pioneering AI researchers in a fast-growing field
- High-impact work at the forefront of AI, security, and synthetic media detection
- Collaborative and inclusive team culture
AI Systems Development Lead
Posted today
Job Viewed
Job Description
We are seeking a seasoned AI Technical Manager to spearhead the development and deployment of cutting-edge AI solutions. This role combines leadership, technical expertise, and cross-functional collaboration to deliver scalable, production-ready AI/ML applications.
Key Responsibilities:- Manage a team of AI/ML engineers and data scientists to design and develop AI-based solutions.
- Collaborate with product managers, architects, and stakeholders to define and prioritize AI use cases.
- Provide guidance on AI/ML model development, architecture decisions, and technology choices.
- Oversee technical delivery from prototyping to production deployment, ensuring performance, scalability, and security.
- 8+ years of technical management experience in AI/ML development projects.
- Proven track record delivering AI solutions in production environments.
- Solid understanding of cloud platforms (Azure, AWS, or GCP) and deployment strategies.
- Experience with AI system integration, APIs, and scalable microservice architectures.
Central, Singapore
Please indicate your current salary details and notice period. Interested candidates kindly forward your CV.
Senior/Staff System Engineer - Edge AI & Systems
Posted today
Job Viewed
Job Description
We are looking for multiple seasoned Senior and Staff System Engineers to grow an Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Video Processor roadmap including these current and older products: Deliveries:
Neural Network Processor (NPU) architecture, programming Model, simulation, verification, profiling and optimization
Specification, review and verification of other IP blocks
FPGA images and IO boards for pre-silicon verification and design exploration
Boot ROM, bare metal BSPs, sample applications
Responsibilities:
Support Inference Engine, Toolchain and ASIC teams on NPU
Constantly improve productivity through automation in all areas
Skills:
Strong ANSI C bare-metal design, implementation, optimization and debugging using GCC-like toolchains
Strong processor architecture knowledge: ARM/RISC-V ISA, symmetric multiprocessing, cache architecture, SIMD, Vector Processing, custom instructions
Strong software, hardware and FPGA debugging capability
Good communication, collaboration, task estimation & reporting, CI/CD via tools such as Confluence, Git, JIRA etc
Familiarity withPython for prototyping, demo, verification and/or automation
OS: GNU/Linux, proprietary RTOS, Bare metal
The following will be advantageous:
Detailed and comprehensive understanding of TinyML (e.g. TensorFlow Lite for MCUs), from training, quantization through to operator execution, optimizing for power, performance, and size.
Requirements:
Ph.D/MSEE/BSEE in Electrical Engineering, Computer Science or Computer Engineering
At least 5 years of commercial embedded system architecture and development experience.
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(Sr./Staff) System Engineer - Edge AI & Systems
Posted today
Job Viewed
Job Description
1 week ago Be among the first 25 applicants
Direct message the job poster from OMNIVISION
Job Description
We are looking for multiple seasoned Senior and Staff System Engineers to grow an Edge AI & Systems software team to the next level. This team works within the larger ASIC team to architect and enhance Neural Network solutions in the Video Processor roadmap including these current and older products: Deliveries:
Neural Network Processor (NPU) architecture, programming Model, simulation, verification, profiling and optimization
Specification, review and verification of other IP blocks
FPGA images and IO boards for pre-silicon verification and design exploration
Boot ROM, bare metal BSPs, sample applications
Responsibilities:
Support Inference Engine, Toolchain and ASIC teams on NPU
Constantly improve productivity through automation in all areas
Skills:
Strong ANSI C bare-metal design, implementation, optimization and debugging using GCC-like toolchains
Strong processor architecture knowledge: ARM/RISC-V ISA, symmetric multiprocessing, cache architecture, SIMD, Vector Processing, custom instructions
Strong software, hardware and FPGA debugging capability
Good communication, collaboration, task estimation & reporting, CI/CD via tools such as Confluence, Git, JIRA etc
Familiarity with
Python for prototyping, demo, verification and/or automation
OS: GNU/Linux, proprietary RTOS, Bare metal
The following will be advantageous:
· Detailed and comprehensive understanding of TinyML (e.g. TensorFlow Lite for MCUs), from training, quantization through to operator execution, optimizing for power, performance, and size.
Requirements:
Ph.D/MSEE/BSEE in Electrical Engineering, Computer Science or Computer Engineering
At least 5 years of commercial embedded system architecture and development experience.
Seniority level
Seniority level Mid-Senior level
Employment type
Employment type Full-time
Job function
Industries Semiconductor Manufacturing
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Software Engineer (Autonomous Vehicle Data & AI Systems) - spvw
Posted 14 days ago
Job Viewed
Job Description
We are looking for driven individuals to join a pioneering initiative to shape the future of urban mobility through autonomous vehicle (AV) technologies in Singapore!
- Work on cutting-edge systems that integrate AI, data analytics, and system design to improve monitoring, safety, and regulation of AVs.
- Work in a fast-paced environment with opportunities to influence nation-wide sustainable initiatives .
- Competitive salary package (Basic + AWS + Bonuses)
Responsibilities:
- Design innovative systems and regulatory tools that impact national transportation, Spearhead end-to-end system architecture.
- Build and maintain AV data monitoring, testing, and analytics systems.
- Create smart solutions to evaluate route complexity and operational conditions.
- Identify technology trends to support policy development.
- Align technical capabilities with policy frameworks and safety standards.
Job Requirements:
- Background in Computer Science, Data Engineering, or a related discipline
- Strong programming skills in Python, Java, or C++
- Experience with AI/ML tools such as TensorFlow or PyTorch
- Proficient in data analytics and visualization techniques
- Familiar with version control and collaborative development practices
- Exposure to simulation tools for automotive or robotics systems
- Good understanding of system design, cybersecurity, and AV technologies
By submitting your resume, you consent to the collection, use, and disclosure of your personal information per ScienTec’s Privacy Policy (scientecconsulting.com/privacy-policy).
This authorizes us to:
Contact you about potential opportunities.
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Wong Vi Yin (Vanessa) – R24123532
ScienTec Consulting Pte Ltd – 11C5781
AI/HPC Systems Engineer, Singapore
Posted 11 days ago
Job Viewed
Job Description
We are looking for a passionate, inspirational, hands-on System Engineer for Pure’s fast-growing AI and HPC Systems Engineering team. This group is composed of highly motivated technical sales resources whose goal is to develop and lead Pure’s AI and HPC business, including providing guidance, enablement, and support of sales opportunities and partnerships across their assigned region. This person must be able to discover our client’s and partners’ overall business objectives and articulate how Pure’s value proposition and technical capabilities align with their goals. In addition, this unique role requires an individual that is an expert in AI and HPC technologies, processes, and market leaders.
This person is responsible for enhancing Pure’s account teams and partners, and other relevant internal resources’ knowledge in the area of AI and HPC. In addition, this individual will ensure account teams are effectively qualifying and positioning AI and HPC opportunities across their assigned territory. This position requires the ability to work cross-functionally with a multitude of departments to align initiatives and go-to-market campaigns, in addition to multitasking across different clients and sales opportunities.
What you will be responsible for:
- Partner closely with Asia Pacific, Japan account managers, specialists, and channel partners to create a seamless and holistic customer experience and strategy to drive revenue growth and net new business.
- Develop an exhaustive understanding of what drives a customer’s business and what motivates their decision-making.
- Create customer-facing content (Technical Walkthroughs, Deep Dives, Qualification Guides, etc.) for AI and HPC opportunities.
- Advise leadership on appropriate methodologies and strategies to increase overall AI and HPC knowledge and enhance Pure’s position in the market.
- Lead/Participate in customer-facing calls, demos, POCs, EBCs, internal strategy/sizing sessions, and other related solution-focused activities.
- Connect the dots from technology solutions, inclusive of the Pure Storage portfolio and others from the ecosystem, to measurable customer business outcomes.
- Refine sales strategy and tactics, taking command of technical responsibilities.
- Delight customers and teammates with your technical leadership and domain expertise on storage products, distributed storage architectures, file systems, and competitive storage offerings in the DAS, NAS, and SAN product spaces.
- Capture requirements and translate Customer’s business needs into innovative solutions to accelerate their growth and capacity.
- Contribute significant portions and/or lead responses to RFPs, RFQs, and RFIs.
- Seek out and spur new opportunities for interoperability, functional, and performance testing/validation.
- Promote mutual roadmap and planning exchanges.
- Liaise with product and technical marketing to produce materials (i.e., whitepapers, web presentations) that support overall alliance plans and objectives.
- Stay current with the competition and ensure that materials accurately reflect the latest, differentiated solution positioning.
- Move with market trends and competitive landscape to promote thought leadership within our organization.
- Be seen as the solution expert in complex POC and TCO calculations.
- Daily Slack availability and enablement, leading to customer/opportunity influence.
- Post-sales assistance with expert-level knowledge around solutions.
- Partner with Sales & SE Leaders for two-way feedback and communication.
- High degree of cross-functional engagement with other GTM and corporate functions.
- Communicate, connect, and align people within the direct team and develop internal relationships across Pure Storage.
WHAT YOU WILL BRING TO THE TABLE.
- Bachelor's Degree in Computer Science or related field or equivalent experience.
- 8+ years of experience in the data center field, including hands-on experience designing, implementing, and maintaining comprehensive storage, networking, cloud, HPC, and AI architectures and standards.
- Technical pre-sales experience is required.
- Prior experience in targeting new prospects in APJ and converting them into clients.
- Strong acumen in the Datacenter space with deep interest and vision for the industry, including knowledge of the landscape and Pure’s solutions with a focus on the following:
- Deep understanding of industry AI frameworks (PyTorch, TensorFlow, JAX, etc.).
- Deep understanding of high performance, low latency, highly parallelized compute solutions at scale (compute, network, storage).
- Deep understanding of accelerated compute environments (GPU, ASIC, FPGA, etc.).
- Understanding of AI and HPC orchestration and management layer (Kubernetes, Slurm, Vertex, SageMaker).
- Deep understanding of the convergence of HPC and AI infrastructure requirements and challenges.
- Understanding of classic unstructured data applications and next-generation analytics and web frameworks.
- Strong knowledge of:
- Digital transformation to a Cloud Native architecture, On-Prem, Public Cloud, Provisioning Automation, and Containers.
- Linux, NFS file systems, and Linux distributed network environment.
- Installation/configuration of distributed computing, multiprocessing, virtual memory subsystem, storage subsystems architecture, shared memory architectures, cache architectures, windowing systems.
- Familiarity with AWS, Azure, GCP a plus.
- Familiarity with containers, K8s, and microservices architectures.
- Self-motivated individual with an ownership mindset who drives the business to overachieve expectations.
- Excellent oral and written communication skills with an ability to explain complex concepts simply.
- Able to articulate and understand the customer strategy and Pure Storage’s solution strategy to a technical level of detail for the AI and HPC domain and teach systems engineers and account executives these concepts.
- Strong technical and tactical problem-solving skills and experience with complex engineering designs.
- Proficiency with CRM and opportunity management systems, preferably Salesforce.com.
- Ability to travel throughout the territories as required.
And because we understand the value of bringing your full and best self to work, we offer a variety of perks to manage a healthy balance, including flexible time off, wellness resources, and company-sponsored team events - check out purebenefits.com for more information.
There is no application deadline and we accept applications on an ongoing basis until the job is filled.
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AI/HPC Systems Engineer, Singapore
Posted today
Job Viewed
Job Description
We are looking for a passionate, inspirational, hands-on System Engineer for Pure’s fast-growing AI and HPC Systems Engineering team. This group is composed of highly motivated technical sales resources whose goal is to develop and lead Pure’s AI and HPC business, including providing guidance, enablement, and support of sales opportunities and partnerships across their assigned region. This person must be able to discover our client’s and partners’ overall business objectives and articulate how Pure’s value proposition and technical capabilities align with their goals. In addition, this unique role requires an individual that is an expert in AI and HPC technologies, processes, and market leaders.
This person is responsible for enhancing Pure’s account teams and partners, and other relevant internal resources’ knowledge in the area of AI and HPC. In addition, this individual will ensure account teams are effectively qualifying and positioning AI and HPC opportunities across their assigned territory. This position requires the ability to work cross-functionally with a multitude of departments to align initiatives and go-to-market campaigns, in addition to multitasking across different clients and sales opportunities.
What you will be responsible for:
- Partner closely with Asia Pacific, Japan account managers, specialists, and channel partners to create a seamless and holistic customer experience and strategy to drive revenue growth and net new business.
- Develop an exhaustive understanding of what drives a customer’s business and what motivates their decision-making.
- Create customer-facing content (Technical Walkthroughs, Deep Dives, Qualification Guides, etc.) for AI and HPC opportunities.
- Advise leadership on appropriate methodologies and strategies to increase overall AI and HPC knowledge and enhance Pure’s position in the market.
- Lead/Participate in customer-facing calls, demos, POCs, EBCs, internal strategy/sizing sessions, and other related solution-focused activities.
- Connect the dots from technology solutions, inclusive of the Pure Storage portfolio and others from the ecosystem, to measurable customer business outcomes.
- Refine sales strategy and tactics, taking command of technical responsibilities.
- Delight customers and teammates with your technical leadership and domain expertise on storage products, distributed storage architectures, file systems, and competitive storage offerings in the DAS, NAS, and SAN product spaces.
- Capture requirements and translate Customer’s business needs into innovative solutions to accelerate their growth and capacity.
- Contribute significant portions and/or lead responses to RFPs, RFQs, and RFIs.
- Seek out and spur new opportunities for interoperability, functional, and performance testing/validation.
- Promote mutual roadmap and planning exchanges.
- Liaise with product and technical marketing to produce materials (i.e., whitepapers, web presentations) that support overall alliance plans and objectives.
- Stay current with the competition and ensure that materials accurately reflect the latest, differentiated solution positioning.
- Move with market trends and competitive landscape to promote thought leadership within our organization.
- Be seen as the solution expert in complex POC and TCO calculations.
- Daily Slack availability and enablement, leading to customer/opportunity influence.
- Post-sales assistance with expert-level knowledge around solutions.
- Partner with Sales & SE Leaders for two-way feedback and communication.
- High degree of cross-functional engagement with other GTM and corporate functions.
- Communicate, connect, and align people within the direct team and develop internal relationships across Pure Storage.
WHAT YOU WILL BRING TO THE TABLE.
- Bachelor's Degree in Computer Science or related field or equivalent experience.
- 8+ years of experience in the data center field, including hands-on experience designing, implementing, and maintaining comprehensive storage, networking, cloud, HPC, and AI architectures and standards.
- Technical pre-sales experience is required.
- Prior experience in targeting new prospects in APJ and converting them into clients.
- Strong acumen in the Datacenter space with deep interest and vision for the industry, including knowledge of the landscape and Pure’s solutions with a focus on the following:
- Deep understanding of industry AI frameworks (PyTorch, TensorFlow, JAX, etc.).
- Deep understanding of high performance, low latency, highly parallelized compute solutions at scale (compute, network, storage).
- Deep understanding of accelerated compute environments (GPU, ASIC, FPGA, etc.).
- Understanding of AI and HPC orchestration and management layer (Kubernetes, Slurm, Vertex, SageMaker).
- Deep understanding of the convergence of HPC and AI infrastructure requirements and challenges.
- Understanding of classic unstructured data applications and next-generation analytics and web frameworks.
- Strong knowledge of:
- Digital transformation to a Cloud Native architecture, On-Prem, Public Cloud, Provisioning Automation, and Containers.
- Linux, NFS file systems, and Linux distributed network environment.
- Installation/configuration of distributed computing, multiprocessing, virtual memory subsystem, storage subsystems architecture, shared memory architectures, cache architectures, windowing systems.
- Familiarity with AWS, Azure, GCP a plus.
- Familiarity with containers, K8s, and microservices architectures.
- Self-motivated individual with an ownership mindset who drives the business to overachieve expectations.
- Excellent oral and written communication skills with an ability to explain complex concepts simply.
- Able to articulate and understand the customer strategy and Pure Storage’s solution strategy to a technical level of detail for the AI and HPC domain and teach systems engineers and account executives these concepts.
- Strong technical and tactical problem-solving skills and experience with complex engineering designs.
- Proficiency with CRM and opportunity management systems, preferably Salesforce.com.
- Ability to travel throughout the territories as required.
And because we understand the value of bringing your full and best self to work, we offer a variety of perks to manage a healthy balance, including flexible time off, wellness resources, and company-sponsored team events - check out purebenefits.com for more information.
There is no application deadline and we accept applications on an ongoing basis until the job is filled.
#J-18808-LjbffrScientist, AI for Robotic Systems
Posted today
Job Viewed
Job Description
Responsibilities
- Research on state of the art algorithms, technologies and tools, evaluate and compare pros and cons, and make recommendations; contribute to smart robotic and automation system development projects
- Discuss with stakeholders to clearly understand their needs, problem statements, constraints and expectations
- Propose new concepts, design and develop new algorithms and software modules in the area of autonomous manufacturing, human-centric intelligent automation systems, reconfigurable robotic systems etc.
- Work with team in validating using virtual models, simulations, physical prototypes and preparing demonstrators
- Review current roadmap, identify new research directions, generate proposals for new projects / grants
- Prepare detailed technical documentation of projects and make presentations to a diverse audience
- Prepare detailed scientific papers and documents on intellectual property (IP) / technology disclosure
Requirements
- PhD degree in AI / Computer Science, or related Engineering disciplines (such as Mechanical, Electrical, Electronics, Computer, Aerospace, Automation Engineering) with focus on optimization, machine learning, robotics, autonomous systems, cyber-physical systems etc.
- 2 years experience in R&D projects in their relevant area of expertise
- Strong basics in computing, data science, and AI applications related to robotic or autonomous physical systems or industry-relevant problems are also welcome
- Programming skills: Python, C/C++ in developing data analysis, optimization and machine learning algorithms and applications
- Good track record of scientific publications in top journals or conferences, and/or patents
- Strong problem solving and analysis skills, technical documentation and presentation skills
- -Practical knowledge in applying Generative AI, Reinforcement Learning etc. will be a strong plus
- -Experience in systems-level modelling and simulation will be a plus (e.g., Simulink)
- Relevant industry project experience (before or after PhD) will be a plus
(3 year direct contract)
Industry: Manufacturing Technology R&D Institute | Location: 6 bus stops away from Boon Lay MRT
GMP Recruitment Services (S) Pte Ltd | EA Licence: 09C3051 | VO UYEN AI LINH | Registration No: R22109232
This is in partnership with the Employment and Employability Institute Pte Ltd ("e2i").
e2i is the empowering network for workers and employers seeking employment and employability solutions. e2i serves as a bridge between workers and employers, connecting with workers to offer job security through job-matching, career guidance and skills upgrading services, and partnering employers to address their manpower needs through recruitment, training, and job redesign solutions. e2i is a tripartite initiative of the National Trades Union Congress set up to support nation-wide manpower and skills upgrading initiatives.
By applying for this role, you consent to GMP Recruitment Services (S) Pte Ltd's PDPA and e2i's PDPA.
Tell employers what skills you haveMachine Learning
Technical Documentation
Data Analysis
GMP
Aerospace
Grants
Intellectual Property
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Bridge
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Electronics
Scientist, AI for Robotic Systems (ARTC)
Posted 2 days ago
Job Viewed
Job Description
ARTC is looking for a Scientist to join Autonomous Systems & Robotics (ASR) group as a leading expert on ?AI for Robotics Systems' to accelerate the development of novel intelligent and reconfigurable robotic systems that can be adopted by industry.
ABOUT THE ROLE
As a Research Scientist, you will contribute towards R&D of systems and solutions as part of a larger team, to meet the needs of companies across multiple industry sectors of the manufacturing and logistics ecosystem in Singapore. You will work with senior engineers and scientists at A*STAR on different robotics and automation systems. If you are passionate about applying the best-in-class AI / ML and optimization algorithms and knowledge representation models to develop intelligent robotics & automation systems or solutions, this is the role for you.
JOB DESCRIPTION
-Research on state of the art algorithms, technologies and tools, evaluate and compare pros and cons, and make recommendations; contribute to smart robotic and automation system development projects
-Discuss with stakeholders to clearly understand their needs, problem statements, constraints and expectations
-Propose new concepts, design and develop new algorithms and software modules in the area of autonomous manufacturing, human-centric intelligent automation systems, reconfigurable robotic systems etc.
-Work with team in validating using virtual models, simulations, physical prototypes and preparing demonstrators
-Review current roadmap, identify new research directions, generate proposals for new projects / grants
-Prepare detailed technical documentation of projects and make presentations to a diverse audience
-Prepare detailed scientific papers and documents on intellectual property (IP) / technology disclosure
JOB REQUIREMENT
-PhD degree in AI / Computer Science, or related Engineering disciplines (such as Mechanical, Electrical, Electronics, Computer, Aerospace, Automation Engineering) with focus on optimization, machine learning, robotics, autonomous systems, cyber-physical systems etc.
-2 years experience in R&D projects in their relevant area of expertise
-Strong basics in computing, data science, and AI applications related to robotic or autonomous physical systems or industry-relevant problems are also welcome
-Programming skills (Python, C/C++ in developing data analysis, optimization and machine learning algorithms and applications
-Good track record of scientific publications in top journals or conferences, and/or patents
-Strong problem solving and analysis skills, technical documentation and presentation skills
-Practical knowledge in applying Generative AI, Reinforcement Learning etc. will be a strong plus
-Experience in systems-level modelling and simulation will be a plus (e.g., Simulink)
-Relevant industry project experience (before or after PhD) will be a plus
We value the following Soft skills as well:
-Strong communication and interpersonal skills, to interact with different stakeholders at a technical or functional level (with colleagues, management, customers)
-Self-motivated individual with a strong sense of ownership of the assigned tasks
-Good time management skills
-Willingness to learn and master new / unfamiliar tools and technologies
-Flexibility and willingness to work on new tasks, and the ability to adapt to changes
The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.
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