Staff Machine Learning Engineer, Motion Planning, Autonomy

Company: The Learning Experience #328
Location: Palo Alto
Posted on: November 14, 2024

Job Description:

Staff Machine Learning Engineer, Motion Planning, Autonomy Location Palo Alto, California Salary $228,000.00 - $285,00 Years of Experience M.S. or Ph.D. in Machine Learning or a related field 6+ years of experience working on production ML systems. Expert level knowledge and experience Python and PyTorch or TensorFlow Solid understanding of state-of-the-art models and approaches or perception, prediction, or planning in the self-driving space. Capable of working in a fast-paced development environment Good team player with excellent communication skills that can build team consensus. Passionately motivated to take ideas from development validation to a verified product Self-motivated: Demonstrated ability to set direction and guide the team towards it Hands-on approach: Proactively identifies and fills in gaps where needed. Good understanding of linear algebra, geometry, algorithms, and data structures Experience with Automotive Self-Driving or similarly complex Robotics Systems. Need help in your machine learning engineer job search? Checkout this freearticle:About Rivian Rivian is on a mission to keep the world adventurous forever. This goes for the emissions-free Electric Adventure Vehicles we build, and the curious, courageous souls we seek to attract. As a company, we constantly challenge what's possible, never simply accepting what has always been done. We reframe old problems, seek new solutions and operate comfortably in areas that are unknown. Our backgrounds are diverse, but our team shares a love of the outdoors and a desire to protect it for future generations. Role Summary We are seeking Machine Learning Engineers to help us train and deploy models used for decision-making aspects of the Rivian Autonomy stack. Real world driving is complex and requires reasoning accounting for multi-modal and probabilistic future possibilities. We use Machine Learning with millions of miles of driving data to power these workflows and are looking for an ML engineer who will lead and develop the AI strategy across a variety of projects. Most importantly, your work will have a critical impact on the daily experience and safety of our customers, which is critical to the mission at Rivian. If you are passionate about applying Machine Learning and data mining to the driving domain and shipping improvements to our customers, we would like to talk with you! Responsibilities Examining all aspects of successful model design from data and supervision quality to model design and validation strategy. Taking charge of optimizing, supervising, and enhancing on-road performance for models moving towards production during the development phase. Recognized as a key technical authority within the department, offering guidance on current and future technology decisions. Possessing an in-depth grasp of the business and operational implications of various technology tradeoffs, effectively balancing them according to the company's needs. Empowering fellow engineers by crafting easily extendable and collaborative designs and code. Displaying the ability to influence and foster consensus, even during challenging technical discussions. Qualifications M.S. or Ph.D. in Machine Learning or a related field 6+ years of experience working on production ML systems. Expert level knowledge and experience Python and PyTorch or TensorFlow Solid understanding of state-of-the-art models and approaches or perception, prediction, or planning in the self-driving space. Capable of working in a fast-paced development environment Good team player with excellent communication skills that can build team consensus. Passionately motivated to take ideas from development validation to a verified product Self-motivated: Demonstrated ability to set direction and guide the team towards it Hands-on approach: Proactively identifies and fills in gaps where needed. Good understanding of linear algebra, geometry, algorithms, and data structures Experience with Automotive Self-Driving or similarly complex Robotics Systems. Pay Disclosure Salary Range for California Based Applicants: $228,000.00 - $285,00.00 (actual compensation will be determined based on experience, location, and other factors permitted by law). Benefits Summary: Rivian provides robust medical/Rx, dental and vision insurance packages for full-time employees, their spouse or domestic partner, and children up to age 26. Coverage is effective on the first day of employment, and Rivian covers most of the premiums. Equal Opportunity Rivian is an equal opportunity employer and complies with all applicable federal, state, and local fair employment practices laws. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, ancestry, sex, sexual orientation, gender, gender expression, gender identity, genetic information or characteristics, physical or mental disability, marital/domestic partner status, age, military/veteran status, medical condition, or any other characteristic protected by law. Rivian is committed to ensuring that our hiring process is accessible for persons with disabilities. If you have a disability or limitation, such as those covered by the Americans with Disabilities Act, that requires accommodations to assist you in the search and application process, please email us at [emailprotected] . Candidate Data Privacy Rivian may collect, use and disclose your personal information or personal data (within the meaning of the applicable data protection laws) when you apply for employment and/or participate in our recruitment processes ("Candidate Personal Data"). This data includes contact, demographic, communications, educational, professional, employment, social media/website, network/device, recruiting system usage/interaction, security and preference information. Rivian may use your Candidate Personal Data for the purposes of (i) tracking interactions with our recruiting system; (ii) carrying out, analyzing and improving our application and recruitment process, including assessing you and your application and conducting employment, background and reference checks; (iii) establishing an employment relationship or entering into an employment contract with you; (iv) complying with our legal, regulatory and corporate governance obligations; (v) recordkeeping; (vi) ensuring network and information security and preventing fraud; and (vii) as otherwise required or permitted by applicable law. Rivian may share your Candidate Personal Data with (i) internal personnel who have a need to know such information in order to perform their duties, including individuals on our People Team, Finance, Legal, and the team(s) with the position(s) for which you are applying; (ii) Rivian affiliates; and (iii) Rivian's service providers, including providers of background checks, staffing services, and cloud services. Rivian may transfer or store internationally your Candidate Personal Data, including to or in the United States, Canada, the United Kingdom, and the European Union and in the cloud, and this data may be subject to the laws and accessible to the courts, law enforcement and national security authorities of such jurisdictions. Please note that we are currently not accepting applications from third party application services.Rivian number of job openings over time by monthClimateTechList is the web's largest aggregator of climate, clean tech, renewable energy & green jobs. Contact us if you'd like to use partner or use our current or historical jobs data in any way.Apply to Job Please mention that you found the job on ClimateTechList, this helps us get more climate tech companies listed here, thanks!Want to be matched with companies directly? Apply to the talent collective.Here's how it works:You submit an applicationWe'll share your profile with climate tech companies potentially interested in chatting with youWe'll reach out if there's a company interested in talking to you. New high-impact climate tech companies & jobs No spam. Unsubscribe any time.Join ClimateTechList Talent CollectiveWant to be matched with companies directly? Apply to the talent collective.Here's how it works:You submit an applicationWe'll share your profile with climate tech companies potentially interested in chatting with youWe'll reach out if there's a company interested in talking to you.
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Keywords: The Learning Experience #328, Petaluma , Staff Machine Learning Engineer, Motion Planning, Autonomy, Engineering , Palo Alto, California