Deep Learning Engineer, EDR

Rivian

10000

United States, California, Palo Alto, United States

Posted on: 2022-05-03

Category: emobility

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Expired

Employment type:

Full time

Experience required:

Intermediate

Salary

Salary not provided

About the company:

Doing something different is never easy. It requires courage, optimism and grit. Core to our mission is building a team of adventurous individuals determined to make a positive impact on the world. This means challenging ourselves constantly. Stretching beyond the bounds of conventional thinking. Reframing old problems. Seeking new solutions. And operating comfortably in a space of uncertainty. While our backgrounds are diverse, our team shares a love of the outdoors and a desire to protect it for future generations. Do you like doing the impossible? We’d love to hear from you.

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

As a Deep Learning Software Engineer you will be part of the Deep Learning (DL) team at Rivian. Our team is a diverse group of algorithm developers focused on creating a real-time virtual representation of the local environment around the autonomous vehicle as well as determining where the vehicle is in the world, both globally and relative to its environment. This is accomplished by various detection algorithms on sensors (cameras/lidars/radars). The data from multiple sensors including cameras, radars, LIDARs, GPS, IMU, and ultrasonic sensors are then fused to create a complete understanding of the surroundings.

Responsibilities

As a Deep Learning SW Engineer you will be part of the DL team at Rivian.
In this role, you will be develop real-time software algorithms that will involve interacting different messaging channels (like ethernet and CAN) with other data streams from sensors to enable different tasks on Rivian vehicles like validation, verification, data collection etc.
You will collaborate with multiple teams including but not limited to DL team, perception team, system software team and embedded team to develop, test and deploy the DL software systems into production.
You will deploy and test software systems that will enable real-time testing of our DL/ML based algorithms.

Qualifications

M.S. or Ph.D. in Electrical, Mechanical, or Aerospace Engineering, Computer Science, or a related field
0-3 years related experience
3+ years experience for Sr. Engineer
Research and development experience in one or more of the following areas:
Experience with sensor fusion, on-board event detection in autonomous systems, handling ROS or similar messaging systems.
Developing deep learning/machine learning/computer vision based systems
Experienced in working/collaborating with embedded and systems engineering teams
Strong Python programming background
Ability to work in a fast-paced development environment
Good team player with great communication skills
Passionately motivated to take ideas from R&D phase to a product

Preferred Skills

Productization of inference models on embedded platforms
Experience with training and network optimization
Experience in automotive applications
Prototyping real-time applications
Software development for safety critical systems (ISO 26262)

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 [email protected].