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Perception Software Engineer - ML Ops
Develop high-performance machine learning models for autonomous perception in diverse environments.
Mid-Level
$115,000 - 190,000 USD / year
3 weeks ago
Forterra
Autonomy and robotic technology for commercial, defense, and intelligence applications.
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✨ About The Role
- The Perception Software Engineer will contribute to the development of advanced perception solutions for autonomous systems.
- This role involves working with heterogeneous sensors to address both structured on-road and unstructured off-road mobility challenges.
- The engineer will support the exploration and development of new state-of-the-art perception models.
- Ongoing model lifecycle developments will be a key responsibility, ensuring models are maintained and improved over time.
- The position requires collaboration across functions to enhance existing model training, testing, and deployment infrastructure.
âš¡ Requirements
- The ideal candidate should have strong programming experience in Python and a solid understanding of machine learning algorithms for perception tasks.
- Experience in developing and maintaining machine learning models in real-world environments is essential for success in this role.
- The candidate should be comfortable working on a software development team and possess the ability to write clean, maintainable code and documentation.
- A background in cloud infrastructure, particularly AWS, is preferred, indicating familiarity with modern cloud technologies.
- The successful candidate will have experience with containerization tools and modern data workflow management frameworks.
About Forterra
Autonomy and robotic technology for commercial, defense, and intelligence applications.