Autonomous Systems Perception Specialist
1 week ago
Forterra, Inc. is a leading provider of autonomous systems that empower national resilience and a robust supply chain. With a strong focus on innovation, the company harnesses cutting-edge technology to deliver solutions that transform industries.
Estimated Salary Range
The estimated annual salary for this role is $115,000-$190,000, considering relevant work experience, education, specialized training, critical expertise, and other factors.
Job Description
This role requires an experienced machine learning engineer to join Forterra's perception team. As a key contributor, you will be responsible for developing cutting-edge perception solutions for autonomous systems, working with heterogeneous sensors to tackle both structured on-road mobility and unstructured off-road mobility.
- Support the exploration and development of new state-of-the-art perception models
- Contribute to ongoing model lifecycle developments
- Maintain and improve existing model training, testing, and deployment infrastructure
- Strong programming experience in Python
- Experience developing modern machine learning algorithms for perception tasks
- Experience with developing and maintaining machine learning models in real-world environments
- Experience with containerization tools
- Strong experience working on a software development team
- Ability to write clean, maintainable code and documentation
- Background in cloud infrastructure and AWS
- Experience with NVIDIA Jetson family of devices
- Experience with modern data workflow management frameworks like Apache Airflow, Argo, or Metaflow
- Experience with machine learning frameworks like PyTorch
- Production robotics experience
Forterra offers competitive benefits for full-time employees, including premium healthcare benefits, basic life/AD&D insurance, short-term and long-term disability insurance, legal & ID protection plans, generous paid time off (PTO), 7 weeks of fully paid parental leave, $9k annual tuition reimbursement or professional development stipend, and 401(k) retirement savings plan.
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