Lucid Motors

Senior Behavior Planning Software Engineer - ADAS

Lucid Motors$158K — $217K *
Transportation
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Proficiency in C++ & Python with 3+ years of experience in relevant data analysis libraries.
  • Expertise in software design principles focused on scalable and efficient data management systems.
  • Understanding of non-ML planning methods.
  • Experience in developing advanced machine learning-based planning and prediction solutions for production.
  • Preferred 3+ years in ML development for large-scale data systems.
  • Experience porting trained models to embedded platforms and fundamentals in C++.
  • Background in perception, environment modeling, prediction, or planning for ADAS software or robotics.

Responsibilities

  • Design, prototype, engineer, test, release, and launch innovative features for ADAS and autonomous driving.
  • Conduct research to develop state-of-the-art machine learning planning and prediction algorithms.
  • Manage the software stack for autonomous driving applications and introduce new algorithms to enhance customer experience.
  • Perform data analysis to identify critical scenarios from fleet and simulation data.
  • Contribute to the improvement of decision-making capabilities in autonomous driving systems.

Benefits

  • Comprehensive medical, dental, and vision insurance.
  • Life and disability coverage.
  • Paid time off and holidays.
  • 401(k) retirement plan options.
  • Participation in equity programs and annual cash incentive programs.
Full Job Description
As a Behavior Planning Engineer on our ADAS Autonomous Driving Team, you will be responsible for managing the software stack and introducing new algorithms for the purpose of improved customer experience. Additionally, you will conduct data analysis to extract critical scenarios from fleet data and simulation data, contributing to the enhancement of our autonomous driving system's decision-making capabilities. Our ideal candidate exhibits a proactive, can-do attitude and approaches their work systematically with vigor, determination, and accuracy. Candidates will be expected to demonstrate excellence in their respective fields, to possess the ability to learn quickly, and to strive for perfection within a fast-paced environment. The Role: • Design, prototype, engineer, test, release and launch cutting edge features for ADAS/Autonomous Driving. • Conduct research to come up with state-of-the-art machine learning based planning and prediction solutions and have the drive and expertise to take such solution to production. Qualifications: Must haves: - Proficiency in C++ & Python, with 3+ years of academic/industry experience specifically with relevant libraries used for data analysis and management. - Demonstrated expertise in software design principles, with a focus on creating scalable and efficient data management systems. - Understanding and exposure to non-ML planning methods. - Conduct research to come up with state-of-the-art machine learning based planning and prediction solutions and have the drive and expertise to take such solution to production. Preferable: - 3+ years of academic/industry experience in ML development, with a solid understanding of its applications in large-scale data systems. - Experience with porting trained models to embedded platforms and solid fundamentals in c++. - Background in one of these areas' perception, environment modeling , prediction or planning as part of ADAS/AD software stack or equivalent robotic applications. - Experience Large scale data processing for perception and planning stack in Autonomous Driving or other robotic applications is a plus. - Academic or practical experience in imitation learning, reinforcement learning, simulation etc. Education: • BS or MS/PhD (preferred) in Computer Engineering, Computer Science or Data Science. Salary Range: The compensation range for this position is specific to the locations listed below and is the range Lucid reasonably and in good faith expects to pay for the position taking into account the wide variety of factors that are considered in making compensation decisions, including job-related knowledge; skillset; experience, education and training; certifications; and other relevant business and organizational factors. Base Pay Range (Annual) $158,400-$217,800 USD Compensation & Benefits: Lucid offers a comprehensive and competitive benefits package including medical, dental, and vision insurance; life and disability coverage; paid time off; paid holidays; and a 401(k) retirement plan. Eligible employees may also participate in Lucid's equity program and/or a discretionary annual cash incentive program. Incentive and equity awards, if applicable, are determined based on individual performance, role scope, market considerations, and overall company results, in accordance with the terms of the applicable plans.

About Lucid Motors

Lucid Motors is an American electric vehicle manufacturer that designs and produces luxury electric cars. The company's flagship vehicle, the Lucid Air, is a high-performance electric sedan that is designed to compete with other luxury electric vehicles such as the Tesla Model S. The Lucid Air is expected to have a range of over 500 miles on a single charge and will be available in several different configurations. The company was founded in 2007 by Bernard Tse and Sam Weng and is headquartered in Newark, California.
Learn more about Lucid Motors
Size
2,000 employees
Market Cap
$10.7 billion
Industry
Founded
2007
NASDAQ

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