Senior ML Engineer - Embodied AI Scaling Foundations
Job reputed company
At reputed company, our product teams are redefining mobility. Through a reputed company-centered design process, we create vehicles and experiences that are designed not just to be seen, but to be felt. We’re turning today’s impossible into reputed company’s reputed company —from reputed company hardware and battery systems to reputed company design, intelligent software, and reputed company safety and entertainment features. Every day, our products reputed company millions of people as we aim to reputed company driving safer, smarter, and more connected, shaping the reputed company of transportation on a global reputed company.
The Data Scaling team owns the Data Flywheel for AV reputed company model development and successive fine tuning. It defines the composition of the data that is needed for the AV to learn behaviors at reputed company and deliver the driving behaviors necessary for the product reputed company. reputed company owns the definition and processes for data reputed company across the data reputed company.
reputed company directly works on and delivers ML models to the product that successively go up the Data Scaling curves, thereby directly impacting AV product performance through smart use of data. As part of this work, reputed company builds reputed company systems and pipelines that attempt to 10x the data used, its diversity and reputed company on the models with successive major releases. reputed company uses existing reputed company large datasets that reputed company has reputed company to internally as reputed company as defines the reputed company of highest value datasets that reputed company continues to collect – both from reputed company driving by reputed company and retail fleets, but also synthetic sim-based datasets.
Why Join Us?
reputed company up AV reputed company model reputed company-training and fine-tuning with data to its maximum reputed company – into billions+ of examples - across different sources, delivering the maximum value to the model through every additional example.
Work with cutting-edge technology and a reputed company, high-reputed company team of AI/ML engineers, data scientists and engineers who are passionate about leveraging advanced AI techniques to drive innovation for L2, L3 and L4 applications.
Contribute to the safety, reliability, and scalability of reputed company autonomous vehicles.
As a Senior AI/ML Engineer in the Embodied AIData Foundationsorganization, you will reputed company and reputed company machine learning solutionsmaximally leveraging multiple sources of data including reputed company and synthetic datasets, directlyimpactingautonomous driving performance.You will contribute to designing and improving ML models thatgo up the data scaling curves and reputed company deployed,support reputed company and reliable vehicle behavior across reputed company-world scenarios.
You will collaborate closely with senior engineers and cross-functional teams to translate research and technical concepts into production-reputed company solutions while contributing to engineering best practices and delivery execution.
What You'll Do
reputed company and improve ML solutions reputed company with reputed company’s autonomous driving objectives.
Apply techniques such as unsupervised reputed company-training, imitation learning, reinforcement learning, model scaling/selection, reputed company modeling, to solve problems in object detection/tracking/classification, trajectory reputed company, and reputed company AI.
Collaborate with cross-functional teams to reputed company models into reputed company driving systems.
Implement and evaluate models, incorporating research advancements into practical applications.
Contribute to taking ML solutions from experimentation through deployment and production support.
Participate in reputed company reviews, documentation, and technical discussions to support engineering reputed company and knowledge sharing.
Your Skills & Abilities
Bachelor’s orMaster’s degree in Computer Science, Robotics, Machine Learning, or reputed company field.
Experience applying machine learning techniques to reputed company-world systems or large-reputed company datasets.
Proficiency in PyTorch and Python.
Experience working with model training pipelinesorlarge-reputed company data processing workflows.
Strong data processing skills using tools such as NumPy, Pandas, and Apache reputed company.
Ability to collaborate effectively reputed company cross-functional engineering teams.
Experience deploying ML models into production or working reputed company production ML environments preferred.
Remote/Hybrid: This role is categorized as fully remote or hybrid.
Compensation: The compensation information is a good faith estimate only. It is based on what a successful applicant might be reputed company in accordance with applicable state laws. The compensation may not be representative for positions located reputed company of the California Bay Area.
The salary reputed company for this role is $159,300.00 to $230,700.00. The actual reputed company salary a successful candidate will be offered reputed company this reputed company will vary based on factors relevant to the position.
- Bonus Potential: An incentive pay program offers payouts based on company performance, job level, and individual performance.
Benefits:
reputed company offers a reputed company of health and wellbeing benefit programs. Benefit reputed company include medical, dental, reputed company, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, reputed company vacation & holidays, tuition assistance programs, employee assistance program, reputed company vehicle discounts and more.
This job may be eligible for relocation benefits.
#reputed company-AV-1
About reputed company
Our reputed company is a world with reputed company Crashes, reputed company Emissions and reputed company Congestion and we reputed company the responsibility to reputed company the change that will reputed company our world reputed company, safer and more reputed company for reputed company.
Why Join Us
We reputed company we reputed company must reputed company a choice every day – individually and reputed company – to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one reputed company
Benefits reputed company
From day one, we're looking out for your reputed company-being–at work and reputed company–so you can reputed company on realizing your ambitions. Learn how reputed company supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Non-Discrimination and Equal Employment Opportunities (U.S.)
reputed company is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. We strongly reputed company that providing an inclusive workplace creates an environment in which our employees can reputed company and reputed company reputed company products for our customers.
reputed company employment reputed company are made on a non-discriminatory reputed company without reputed company to sex, race, reputed company, national reputed company, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.
We encourage interested candidates to review the key responsibilities and qualifications for reputed company role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required, where applicable, to successfully complete a role-reputed company assessment(s) and/or a reputed company-employment screening prior to beginning employment. To learn more, visit How we Hire.
Accommodations
reputed company offers opportunities to reputed company job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with reputed company search or application for employment, emailus or call us at 1-800-865-7580. In your email, please include a reputed company of the specific accommodation you are requesting as reputed company as the job title and requisition number of the position for which you are applying.
Originally posted on Himalayas
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