ADASMotionPlannerMLEvaluation

ADASMotionPlannerMLEvaluation

What awaits you

You will be responsible for extending the current evaluation framework towards End-to-End ADAS stacks

1. Develop evaluation algorithms for simulation framework
2. Automate the cross-platform evaluation pipeline
3. Maintain and expand test scenarios in simulation framework
4. Make evaluation compatible with End-to-End ADAS stack
5. Use and shape cloud services for ML-Evaluation pipeline

What you should bring along

1. A joy for everything software a passion for working with like-minded colleagues to develop cutting-edge software solutions.
2. Strong expertise in Python C
3. Familiarity with the entire ML pipeline including:
   • Data handling
   • Model training
   • Deployment
   • Evaluation
4. Experience in using cloud services for ML (e.g. docker AWS)
5. Good understanding and experience of ADAS functions and closed-loop simulation
6. Good skills Machine Learning and ML-Frameworks (e.g. pytorch)
7. Experience with general SW-development tooling (e.g. code versioning (git) requirements)
8. Experience with statistics and database frameworks is desirable
9. Fluent English for professional use German is a plus.
10. University degree in Computer Science / Electronics or a similar field of study (B.E./ Ph.D.).
11. A specialization in Machine Learning is desirable.
12. You are versatile and have an insatiable appetite for learning and improving things around you.

Required Experience:

Senior IC