Autonomous Driving Perception ML Engineer

MOTIONAL SINGAPORE PTE. LIMITED; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

MOTIONAL SINGAPORE PTE. LIMITED is seeking an experienced ML/CV engineer to advance perception for autonomous driving. You will develop detection, tracking, segmentation models and deploy them on embedded hardware for robo-taxi fleets.

Ideal candidates have strong background in Python, TensorFlow or PyTorch, and a track record in perception or CV research, with collaboration across teams to ship real-world solutions.

Qualifications

• Bachelor’s degree in ML, CS, Robotics, Applied Math, Statistics, Physics or related field with 3+ years of relevant experience; or
• Master’s degree in above fields (or equivalent) with 1+ year of relevant experience; or
• Ph.D. in relevant field with perception/CV focus.

Responsibilities

• Develop and implement advanced perception algorithms for object detection, tracking, segmentation using camera, lidar, radar data.
• Design sensor fusion to combine multiple sensors for robust perception.
• Optimize perception algorithms for real-time performance on embedded hardware.
• Collaborate with engineers to integrate perception into autonomous systems.
• Stay current with ML and CV research and apply to real-world problems.
• Productionize and deploy solutions onto autonomous vehicle fleets.
• Derive insights from large multi-source datasets.

Skills

Machine Learning

Deep Learning

Python

Computer Vision

TensorFlow

PyTorch

Perception

Communication

Software Engineering

Education

Bachelors in ML/CS/Robotics/Applied Math/Statistics/Physics

Masters in related field

PhD in perception or CV

Tools

TensorFlow

PyTorch

CUDA

Python bindings

Job description

MOTIONAL SINGAPORE PTE. LIMITED is seeking an experienced ML/CV engineer to advance perception for autonomous driving. You will develop detection, tracking, segmentation models and deploy them on embedded hardware for robo-taxi fleets.

Ideal candidates have strong background in Python, TensorFlow or PyTorch, and a track record in perception or CV research, with collaboration across teams to ship real-world solutions.