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Research Engineer, Scis
2 weeks ago
COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
DESIGNATION : Research Engineer (1-year contract), SCIS
RESPONSIBILITIES
- Investigate robust multiagent planning and reinforcement learning algorithms
- Build simulators for several types of multiagent systems such as the MRT network, marine traffic networks in Python
- Develop mathematical optimization approaches to manage such systems
- Build a working prototype incorporating the developed algorithmic approaches into simulators
- Write research articles based on developed ideas
QUALIFICATIONS
- Minimum Bachelor’s degree in Computer Science, Information Systems, Operations research, Electronics and Communication engineering or closely related computing focused disciplines from an institution of higher learning
- Minimum 3 years of experience in programming (preferably Python) required
- Excellent coding skills required in Python/JAVA, or C++
- Coursework in data structure and algorithms, probability and statistics is required
- Previous demonstrated research experience as demonstrated by publications in AI conferenced and coursework in AI/ML techniques such as automated planning, agent-based systems and reinforcement learning is highly preferred
- Familiarity and coursework in mathematical optimization techniques and tool such as Matlab, Cplex is highly preferred
- Applicants with research publications in relevant areas (AI/ML) will be advantageous
