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: R
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.