Research Fellow (Humanoid Locomotion)

Nanyang Technological University, Singapore (NTU Singapore)

Singapore

On-site

SGD 70,000 - 110,000

Full time

8 days ago
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Job summary

NTU Singapore is seeking a research fellow to lead advances in humanoid robots and embodied AI. You will develop Vision-Language-Action models enabling natural human-robot interaction and autonomous task execution, contributing to NTU’s reputation in robotics and AI.

You will collaborate with a multidisciplinary team, publish research in top venues, and drive innovations in multimodal AI for robotic systems.

Qualifications

  • Ph.D. in Computer Science, Robotics, AI, ML, or a closely related discipline.
  • Demonstrated research in AI, robotics, ML, computer vision, or related fields.
  • Strong knowledge of deep learning and multimodal AI models.
  • Proficiency in Python and PyTorch.
  • Experience with robotic systems or manipulation technologies is advantageous.
  • Familiarity with reinforcement learning or embodied AI is a plus.

Responsibilities

  • Design and implement Vision-Language-Action models and world models.
  • Develop and optimize deep learning algorithms for robotic arms guided by natural language.
  • Use PyTorch to train and fine-tune models on multimodal data.
  • Experiment with and deploy VLA models on robotic platforms.
  • Collaborate with a multidisciplinary team to advance embodied intelligence.
  • Publish high-quality research in top-tier conferences and journals.

Education

Ph.D. in Computer Science/Robotics/AI/ML

Tools

PyTorch

Job description

We are seeking to hire a research fellow to lead advancements in humanoid robots and embodied AI. This role will contribute to NTU’s mission of driving transformative research in artificial intelligence and robotics by developing Vision-Language-Action models that enable seamless human-robot interaction and autonomous task execution. The successful candidate will play a pivotal role in enhancing NTU’s global reputation for excellence in robotics and AI.

Key Responsibilities
  • - Design and implement VLA models and world models.
  • - Develop and optimize deep learning algorithms to enable robotic arms to perform complex tasks guided by natural language instructions.
  • - Utilize PyTorch to train and fine-tune models on multimodal datasets.
  • - Experiment with and deploy vision-language-action models on robotic platforms.
  • - Collaborate with a multidisciplinary team to advance the field of embodied intelligence.
  • - Publish high-quality research in top-tier conferences and journals.
Job Requirements
  • - Ph.D. in Computer Science, Robotics, Artificial Intelligence, Machine Learning, or a closely related discipline.
  • - Demonstrated research experience in AI, robotics, machine learning, computer vision, or related fields.
  • - Strong knowledge of deep learning, multimodal AI models, Vision-Language-Action models, or related technologies.
  • - Proficiency in Python programming and experience with deep learning frameworks such as PyTorch.
  • - Experience working with robotic systems, automation platforms, or robotic manipulation technologies is advantageous.
  • - Familiarity with reinforcement learning, human-robot interaction, or embodied AI is an advantage.
  • - Ability to work both independently and collaboratively in a multidisciplinary research environment.

We regret to inform that only shortlisted candidates will be notified.

Hiring Institution: NTU

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