Sr. Behavior Planning Software Engineer - ADAS
Apply NowCompany: Lucid Motors
Location: Newark, NJ 07104
Description:
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:
Develop and maintain robust data plumbing infrastructure to facilitate efficient data collection, storage, and retrieval for various ML and AI applications.
Conduct comprehensive data analysis to extract crucial scenarios from simulation data and fleet data, facilitating the identification of key driving patterns and edge cases.
Collaborate with cross-functional teams to design and implement effective solutions for data curation, storage, and transport, aligning with the requirements of automated inference and algorithm development.
Implement data quality control measures and protocols to ensure the accuracy and reliability of the data used for training and testing ML models.
Contribute to the documentation of data management processes and best practices to maintain comprehensive records of data-related activities and decisions.
Familiarity with data management principles, including storage, curation, and transport, within the context of ML and AI applications.
Qualifications:
Must haves:
Proficiency in Python, with 5+ 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.
Preferable:
o 5+ years of academic/industry experience in ML development, with a solid understanding of its applications in large-scale data systems.
o Experience with porting trained models to embedded platforms and solid fundamentals in c++.
o Background in one of these areas' perception, environment modeling , prediction or planning as part of ADAS/AD software stack or equivalent robotic applications.
o Experience with ML/data workflow tools such as Apache Airflow, KubeFlow, etc.
o Experience Large scale data processing for perception and planning stack in Autonomous Driving or other robotic applications is a plus.
o 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.
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:
Develop and maintain robust data plumbing infrastructure to facilitate efficient data collection, storage, and retrieval for various ML and AI applications.
Conduct comprehensive data analysis to extract crucial scenarios from simulation data and fleet data, facilitating the identification of key driving patterns and edge cases.
Collaborate with cross-functional teams to design and implement effective solutions for data curation, storage, and transport, aligning with the requirements of automated inference and algorithm development.
Implement data quality control measures and protocols to ensure the accuracy and reliability of the data used for training and testing ML models.
Contribute to the documentation of data management processes and best practices to maintain comprehensive records of data-related activities and decisions.
Familiarity with data management principles, including storage, curation, and transport, within the context of ML and AI applications.
Qualifications:
Must haves:
Proficiency in Python, with 5+ 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.
Preferable:
o 5+ years of academic/industry experience in ML development, with a solid understanding of its applications in large-scale data systems.
o Experience with porting trained models to embedded platforms and solid fundamentals in c++.
o Background in one of these areas' perception, environment modeling , prediction or planning as part of ADAS/AD software stack or equivalent robotic applications.
o Experience with ML/data workflow tools such as Apache Airflow, KubeFlow, etc.
o Experience Large scale data processing for perception and planning stack in Autonomous Driving or other robotic applications is a plus.
o 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.