NOTE:
· NO OPT/CPT, We would need proper documents for submission.
· NEED 6+ YEARS OF IT EXP.
Title: Machine Learning Engineer
Location: Sunnyvale, CA (Remote till Pandemic)
Duration: Long-term
Required:
• A good fundamental understanding of AI / deep learning concepts
• Experience with at least few of the topics like trajectory prediction, behavior prediction, multimodal architectures, recurrent architectures like LSTMs, transformers, attention, uncertainty, probabilistic models, graphical neural nets, model compression/optimization etc.
• Experience with some of the open source datasets like Argoverse, kitti, nuscenes, etc. and/or similar data coming from simulation ( e.g. CARLA etc.).
• Strong coding background
• Experience with statistics, active learning, anomaly detection, continual/lifelong/online learning, etc. for
• Must have Production/release/shipping mindset
Preferences:
Bachelors in Computer Science / IT / IS or related fields
Job Responsibilities:
Role Summary
§ The role is to support the engineering development of ADAS/AD feature for series production. The focus is development US specific feature and validation of the same. The responsibility starts with creating machine learning models for sensor fusion, situation interpretation and path planner.
§ Once SW is integrated this position will be responsible to perform integration testing in HIL/SIL lab and after successful testing the same need to be verified and validated in target vehicle environment.
§ This position also needs to coordinate with cross functional team of ADAS/AD team who are located in Germany
Role Responsibilities
§ Developing machine learning models for Situation and Interpretation modules (Ex: Intention prediction, Corridor build-up etc. (60%)
§ Data collection from vehicles and training neural networks with large amounts of data (20%)
§ Software Integration and Verification in HIL/SIL and Vehicle (20%)
Thanks,
Sneh Purohit
Direct: 908-666-0623
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