Nanyang Technological University Logo

Nanyang Technological University

Research Engineer (Machine Learning)

Posted Yesterday
Be an Early Applicant
In-Office
Singapore, SGP
Entry level
In-Office
Singapore, SGP
Entry level
Design and integrate Visual-Language Models into robotic platforms, enabling semantic reasoning and decision-making for autonomous robots. Responsibilities include simulation, data handling, and collaboration on research projects.
The summary above was generated by AI

We are seeking a Research Engineer to design, implement, and integrate Visual-Language Models (VLMs) into autonomous mobile robots platform. The role focuses on enabling high-level semantic reasoning, perception–language grounding, and decision-making in robotic systems. The engineer will interface VLMs with navigation, mapping, and control pipelines to support end-to-end system experimentation. Responsibilities include building simulation environments, conducting experimental evaluations, and supporting rapid prototyping. The role contributes to translating simulation-validated methods toward real-world robotic deployment and bridges robotics simulation, multimodal AI, and autonomous navigation research.

Key Responsibilities:

  • Design, implement, and integrate Visual-Language Models (VLMs) into simulation and robotic platforms to enable semantic reasoning, perception–language grounding, and decision-making.

  • Interface VLM-based modules with robot navigation, mapping, localization, planning, and control systems to support end-to-end autonomous operation.

  • Build and maintain simulation environments, multimodal datasets, and evaluation frameworks, handling data volumes from tens to hundreds of gigabytes.

  • Conduct experimental studies using GPU-enabled computing resources for model training, inference, and simulation-based evaluation.

  • Support rapid prototyping and iteration of research ideas, from concept to validated robotic systems and demonstrations.

  • Collaborate with and provide technical support to research staff and students across multiple projects.

  • Contribute to research outputs, including publications, technical disclosures, patents, and autonomous robot demonstrations.

  • Apply and recommend engineering best practices that promote reproducibility, maintainability, and research productivity.

Job Requirements:

  • Bachelor’s or Master’s degree (BEng/BSc/MEng/MSc) in Robotics, Computer Science, Electrical or Mechanical Engineering, or a related discipline; candidates with strong robotics and autonomous systems experience from other disciplines may also be considered.

  • Proficiency in Python, with experience in ROS/ ROS2 and Linux-based development environments.

  • Familiarity with robotic simulation platforms and 3D modelling tools.

  • Hands-on experience in autonomous robotics projects; exposure to deep learning or reinforcement learning is a plus.

  • Strong problem-solving ability, collaborative and independent work style, willingness to learn new tools.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

Similar Jobs

Yesterday
In-Office or Remote
Singapore, SGP
Mid level
Mid level
Artificial Intelligence • Healthtech • Information Technology • Biotech
The researcher will serve as a Data Scientist, ML Researcher, and ML Engineer, performing fieldwork, developing algorithms, and constructing a data portal for a biodiversity project.
Top Skills: Data ScienceLidarMachine LearningRemote SensingUav
8 Minutes Ago
In-Office or Remote
Singapore, SGP
Mid level
Mid level
Information Technology • Software • Financial Services • Quantitative Trading
Design, develop, and deploy software solutions for automated trading systems while collaborating with researchers on technology priorities.
Top Skills: C++Distributed ComputingMachine LearningNatural Language ProcessingNetworkingPlatform DevelopmentPythonRSystem DesignWeb Development
9 Minutes Ago
In-Office or Remote
Singapore, SGP
Mid level
Mid level
Artificial Intelligence • Fintech • Payments • Business Intelligence • Financial Services • Generative AI
As an Inbound Sales Representative, you'll manage the sales process for SME leads, working closely with Marketing to optimize revenue and ensuring customer needs are met through excellent service and product activation.
Top Skills: Crm ToolsGoogle SuiteSalesforce

What you need to know about the Singapore Tech Scene

The digital revolution has driven a constant demand for tech professionals across industries like software development, data analytics and cybersecurity. In Singapore, one of the largest cities in Southeast Asia, the demand for tech talent is so high that the government continues to invest millions into programs designed to develop a talent pipeline directly from universities while also scaling efforts in pre-employment training and mid-career upskilling to expand and elevate its workforce.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account