Sr. Machine Learning Engineer with Automotive indu...

Company:
Location: Sunnyvale, CA

*** Mention DataYoshi when applying ***

Company Description


VTekis Consulting LLC provides complete solutions for Staff Agumentation, Recruitment Process Outsourcing, Contract Hiring, Direct Hire and Outsourced Solutions. Our goal is to deliver quality professional services to our clients not just to find someone to do a job, we match the right professional for your staffing needs and earning confidence through the proper assignment of people. This alignment of people and companies allows us to create opportunity. Most importantly, We don’t consider the process complete until we find the perfect fit.


Job Description


General skills needed to perform the job

  • Bachelor’s Degree in Engineering (computer science or comparable)
  • 3+ years of experience with AI / deep learning concepts and 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.
  • Effective analytical and conceptual skills to derive adequate solutions for technical problems
  • Planning and organization, project management and time management skills
  • Ability to solve complex problems
  • Ability to work independently
  • Excellent communication skills
  • Open minded and empathic work style
  • Excellent team player
  • Comfortable with ambiguity and tackling new problems
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
Desired:
  • Experience with training neural networks with large amounts of data. Robustly training jobs at scale, should it be for production models or quick experiments
  • Knowledge of ADAS/AD features
  • Experience with in-vehicle ADAS/AD feature verification and validation testing
  • Experience with working in OEM environment
  • Experience with working in cross-functional environment.
  • Basic German language skills (written and spoken)
  • Knowledge of Vehicle architecture

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 and Regards,

Mohammed Ilyas,

PH - 229-264-4029


Additional Information


My Client is looking for someone who can Join Immediately or with in 15 days

*** Mention DataYoshi when applying ***

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