3 days ago
Singapore, Singapore
Senior / Staff+
Responsibilities
- Define and execute semantic scene mapping projects for self-driving vehicles.
- Develop machine learning models for detecting built environments using sensor data.
- Productionize and deploy solutions onto autonomous vehicle fleets.
- Collaborate with localization, mapping, and perception teams to enhance product performance.
Requirements
- Masters or Ph.D. in Computer Science or a related field, or equivalent industry experience.
- 7+ years of professional software engineering experience.
- Experience with real-time object and scene element detection.
- Proficiency in deep learning frameworks such as TensorFlow or PyTorch.
- Fluency in Python and standard scientific computing libraries.
- Proven track record in designing and deploying ML solutions for autonomous vehicles.
- Advanced knowledge of software engineering principles.
- Extensive experience in metrics design and technology development.
- Excellent communication and interpersonal skills.
- Proven track record of publications in relevant conferences.
Tech Stack
C++PythonPyTorchTensorFlow
Categories
AI & MLData ScienceEmbeddedFrontend