Deep Learning Engineer, Perception, Autonomy

    • Rivian
  • Palo Alto, CA
  • Posted 43 days ago | Updated 2 hours ago

Overview

On Site
Full Time

Skills

Research and development
Deep learning
Machine Learning (ML)
Real-time
Data collection
Embedded systems
Aerospace
Computer science
Quality control
Data mining
Python
Network optimization
Data security
Social media
Information security
Cloud computing
Law enforcement
Algorithms
Sensors
Data
Estimating
Radar
Training
Migration
Prototyping
Testing
Electrical engineering
Mechanical engineering
Research
Semantics
Workflow
PyTorch
TensorFlow
Apache MXNet
Communication
Publications
Law
Insurance
Military
Recruiting
Privacy
Network
Legal
Governance
VI
Fraud
Finance

Job Details

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

As a Machine Learning Engineer, you will be part of the Perception team at Rivian. Our perception team is a diverse group of algorithm developers focused on creating a real-time virtual representation of the local environment around the autonomous vehicle. This is accomplished by various detection algorithms on sensors (cameras/lidars/radars). The data from multiple sensors including cameras, radars, LIDARs, and ultrasonic sensors are then fused to create a complete understanding of the surroundings.

Responsibilities

  • In this role, you will be involved in developing models for object detection/classification/ tracking, free space estimation using camera, radar and lidar. You will also work on the software and infrastructure needed for data collection, training, and validation.
  • You will also get exposure to migrating these models to a real-time embedded system, prototyping on autonomous vehicles, testing, and completing functional safety and productization activities.

Qualifications

  • M.S. or Ph.D. in Electrical, Mechanical, or Aerospace Engineering, Computer Science, or a related field
  • 3+ years related industry or research experience
  • Research and development experience in one or more of the following areas:

    • Detection and tracking of objects, lanes, signs, semantic segmentation, volumetric occupancy etc.
    • Experience with defining annotation workflow and quality control
    • Data mining tools from vehicle sensor logs
  • Strong Python programming background
  • Experience with frameworks such as PyTorch, TensorFlow, MxNet.
  • 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 Qualifications

  • Proven record of research and accomplishment in fields related to perception with publications in top tier conferences like CVPR, Neurips, ICCV, ECCV etc.
  • Productization of inference models on embedded platforms
  • Experience with training and network optimization
  • Experience working on highly automated systems in automotive applications
  • Prototyping real-time applications


Pay Disclosure

Salary Range for California Based Applicants: $1 79 ,000.00 - $ 343 ,000.00 (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 .

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.