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ADAS Machine Learning Engineer
Posted on 2/2/2022
INACTIVE
Locations
Fremont, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
AWS
Data Structures & Algorithms
Docker
Git
Linux/Unix
NumPy
Pandas
Pytorch
Research
SQL
Tensorflow
Kubernetes
Python
Scikit-Learn
Requirements
  • Strong programming skills in Python
  • Knowledge of TensorFlow/PyTorch, Scikit-learn, xgboost, Pandas, Matplotlib, Seaborn, OpenCV, Point Cloud Library, Numpy, etc
  • Experience with deployment tools: Docker, Kubernetes, Pytest, AWS, SQL, Git, Linux etc
  • Experience with handling real-time sensors relevant to Autonomous Driving is preferred
  • Experience in maintaining and working large datasets
  • Solid experience in a fast-paced and structured engineering environment
  • At least 3 years relevant software engineering experience is preferred
  • Ability to thrive under pressure, ambiguity and time constraints
  • MS or Ph.D in the areas of Computer Science, Electrical Engineering, Automotive Engineering, Mechanical Engineering, Robotics, or other related fields
Responsibilities
  • Research, develop, and deploy state-of-the-art Deep Neural Networks and Machine learning workflows for Autonomous Driving domain
  • Develop Machine Learning algorithms from requirement gathering, data cleaning, experimentation to all the way to deploying a scalable application on the cloud
  • Work with diverse data-domain. E.g. Camera data, Lidar point clouds, RADAR signals, GPS, and other vehicle signals timeseries
  • Develop Machine Learning codebase for efficient training, testing, and deployment pipelines
  • Conduct Machine Learning experiments, publish internal reports, and file patents
  • Help solidify existing algorithms, and work with large amounts of real and simulation data to continuously improve performance
Lucid Motors

51-200 employees

Luxury electric vehicles
Company Overview
Lucid Motors is on a mission to inspire the adoption of sustainable energy by creating the most captivating electric vehicles, centered around the human experience.
Benefits
  • Family Medical Leave
  • Remote Work Program
  • Health & Wellness - Dental Benefits, Disability Insurance, Flexible Spending Account (FSA), Health Insurance Benefits, Life Insurance, Vision Benefits, Fitness Subsidies
  • 401(K)
  • Paid Volunteer Time
  • Paid Holidays
  • Paid Sick Days
Company Values
  • Breakthrough Innovation - We design and engineer products and experiences that are visionary, meaningful, and enduring
  • Ownership Mindset - We anchor on our mission and take accountability for our own and others’ actions unrestrained by role boundaries
  • Integrity in Action - We have an unwavering commitment to deliver a positive return for our company, our customers, and community
  • One Team - We seek diversity of thought and background, and inspire the way the world moves forward together as one team
  • Passion for Excellence
  • Act with Urgency