Company
Technology
SeniorMachineLearningEngineer-PerceptionDetectionandTracking
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior Machine Learning Engineer - Perception Detection and Tracking. Skills: Machine Learning, Perception, Detection, Tracking. Define on-vehicle architecture. Assist with implementation”
What You'll Achieve.
Produce core tracking results; Run model on vehicle
Industry & Context.
Optimization
What They're Looking For.
Must Have
BS or higher in Computer Science, Python experience, PyTorch experience, Production ML pipelines experience
Nice to Have
CUDA code experience, TensorRT experience, Implementing tracking systems experience
What You'll Do.
Define on-vehicle architecture
Assist with implementation
Develop high-performance model
Develop efficient model
Work with Perception data
How You'll Work.
Team & Collaboration
Model teams; Data teams
Full Job Description
## In this role, you will... Define on-vehicle architecture for producing the core tracking results from the Perception stack. Assist with the implementation of core tracking results from the Perception stack Work with both the model and data teams to develop a high-performance, efficient model that can run on a vehicle. Work with Perception data, both on the input and output of machine learning models ## Qualifications BS or higher in Computer Science or a related degree Familiarity with modern, Sparse-BEV Joint Detection and Tracking models. Hands-on experience with production ML pipelines, including dataset creation, metrics, and optimization Experience in Python, PyTorch, or a related ML framework ## Bonus Qualifications Experience with CUDA code and/or TensorRT Strong mathematical skills and understanding of probabilistic techniques Experience implementing tracking systems
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