ADAS Machine Learning Engineer
Company: Lucid Motors
Location: Redwood City
Posted on: September 16, 2021
Job 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 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.
Notice regarding COVID-19 Vaccination for positions
located in Newark, California
At Lucid (the “Company”), we prioritize the health and
wellbeing of our employees, families, and friends above all else.
In response to the novel Coronavirus, and the increased
transmissibility with recent variants, all Lucid Employees whose
employment is based in Newark, current and future, must be fully
vaccinated and provide proof thereof as a condition of continued or
future employment with the Company.
Accommodations due to medical or religious exemptions will be
considered.
We are currently seeking a Machine learning engineer to join
our team. You will collaborate with distinguished engineers to
solve the most challenging problems in artificial intelligence data
engines. You will participate in various software development
cycles to discover the real problems in AD data engines, design
robust and scalable solutions, and implement your ideas into
production.
Our ideal candidate exhibits a can-do attitude and approaches
his or her work with vigor and determination. Candidates will be
expected to demonstrate excellence in their respective fields, to
possess the ability to learn quickly and to strive for
perfection.
The Role:
- 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.
Qualifications:
- 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
Educational Requirements:
- MS or Ph.D in the areas of Computer Science, Electrical
Engineering, Automotive Engineering, Mechanical Engineering,
Robotics, or other related fields
At Lucid, we don’t just
welcome diversity - we celebrate it! Lucid Motors is proud to be an
equal opportunity workplace and is an affirmative action employer.
We are committed to equal employment opportunity regardless
of race, color, national or ethnic origin, age, religion,
disability, sexual orientation, gender, gender identity and
expression, marital status, and any other characteristic protected
under applicable State or Federal laws and
regulations.
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.
Keywords: Lucid Motors, Redwood City , ADAS Machine Learning Engineer, Other , Redwood City, California
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