Sr. Behavior Planning and Prediction Software Engineer - ADAS

Posted 8 Days Ago
Be an Early Applicant
Newark, CA
145K-182K Annually
5-7 Years Experience
Automotive
The Role
Responsible for managing data storage, curation, and transport for automated inference and algorithm development. Conduct data analysis to enhance autonomous driving system's decision-making capabilities. Develop and maintain data plumbing infrastructure for ML and AI applications.
Summary Generated by Built In
Leading the future in luxury electric and mobility

At Lucid, we set out to introduce the most captivating, luxury electric vehicles that elevate the human experience and transcend the perceived limitations of space, performance, and intelligence. Vehicles that are intuitive, liberating, and designed for the future of mobility.

 

We plan to lead in this new era of luxury electric by returning to the fundamentals of great design – where every decision we make is in service of the individual and environment. Because when you are no longer bound by convention, you are free to define your own experience.

 

Come work alongside some of the most accomplished minds in the industry. Beyond providing competitive salaries, we’re providing a community for innovators who want to make an immediate and significant impact. If you are driven to create a better, more sustainable future, then this is the right place for you.

As a Behavior Planning Engineer on our ADAS Autonomous Driving Team, you will be responsible for managing the storage, curation, and transport of data from our fleet and customers for the purpose of automated inference and algorithm development. Additionally, you will conduct data analysis to extract critical scenarios from simulation data and fleet 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.

 

Additional Compensation and Benefits: Lucid offers a wide range of competitive benefits, including medical, dental, vision, life insurance, disability insurance, vacation, and 401k. The successful candidate may also be eligible to participate in Lucid’s equity program and/or a discretionary annual incentive program, subject to the rules governing such programs.  (Cash or equity incentive awards, if any, will depend on various factors, including, without limitation, individual and company performance.)

Base Pay Range (Annual)

$145,000$182,000 USD

By Submitting your application, you understand and agree that your personal data will be processed in accordance with our Candidate Privacy Notice. If you are a California resident, please refer to our California Candidate Privacy Notice.

To all recruitment agencies: Lucid Motors does not accept agency resumes. Please do not forward resumes to our careers alias or other Lucid Motors employees. Lucid Motors is not responsible for any fees related to unsolicited resumes. 

 

Top Skills

Python
The Company
HQ: Newark, CA
2,635 Employees
On-site Workplace
Year Founded: 2007

What We Do

Lucid is the new generation of EV. Our relentless focus on innovation, luxury, and sustainability drives us into a reality where you no longer have to choose between doing great things, doing the right thing, and doing everything with the highest regard for efficiency and design. There were luxury cars, then EVs, now there’s Lucid.

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