1h ago
Senior Software Engineer/Software Engineer - Perception Platform
Singapore, Central, Singapore
full-timeseniorAutonomous vehicles
Tech Stack
Description
You will help build the perception platform for autonomous vehicles, working on ML pipelines, data processing, evaluation tools, and active learning loops. Collaborate with ML engineers to advance self-driving technology using Python and AWS.
Requirements
- 2 years of professional software engineering experience
- BS or MS in Computer Science or related technical field
- Fluency in Python and familiarity with NumPy, Pandas
- Basic experience with backend development, concurrency, parallel processing, and database systems
- Advanced knowledge of software engineering principles including design, source control, build processes, code reviews, testing
Responsibilities
- Support creation, maintenance, and optimization of internal data and training evaluation pipelines using Python
- Work with ML engineers to enhance tools and processes throughout the ML development lifecycle
- Develop evaluation tools such as automatic reporting and regression discovery
- Orchestrate and facilitate active learning workflow with cross-functional teams
- Troubleshoot, debug, and optimize machine learning workflows
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