Perception & Mapping Intern

Posted 12 Hours Ago
Be an Early Applicant
3 Locations
Hybrid
52-65 Hourly
Internship
Automotive
The Role
Develop perception and mapping models for autonomous vehicles using camera, radar, and lidar data. Responsibilities include training and debugging deep learning models, processing large datasets, detecting and tracking objects, analyzing system errors, and contributing to evaluation and visualization pipelines alongside full-time engineers.
Summary Generated by Built In

Who we are

Aurora’s mission is to deliver the benefits of self-driving technology safely, quickly, and broadly.

The Aurora Driver will create a new era in mobility and logistics, one that will bring a safer, more efficient, and more accessible future to everyone.

At Aurora, you will tackle massively complex problems alongside other passionate, intelligent individuals, growing as an expert while expanding your knowledge. For the latest news from Aurora, visit aurora.tech or follow us on LinkedIn.

 

What we are looking for

We're searching for Summer 2027 Perception & Mapping Interns. You'll work on the models that let the Aurora Driver see and understand the world — object detection and tracking, sensor fusion, semantic segmentation, VLMs, environmental/sensor conditions, and the ML-based map models and data that ground the system.

In this role you will

  • Develop onboard and/or offboard perception or mapping models to improve autonomous vehicle performance

  • Process sensor data (camera, radar, lidar) to detect and track objects, actors, signs, traffic lights, and hazards

  • Analyze, root-cause, and help resolve system deficiencies such as false positives/negatives and misclassifications

  • Work with large real-world datasets across training, evaluation, and visualization pipelines

  • Partner with full-time engineers to contribute to the next generation of the perception or mapping system

Required Qualifications

  • Currently pursuing a Master's or PhD in Computer Science, Robotics, Electrical Engineering, or a related field

  • Strong ML and computer vision fundamentals

  • Hands-on deep learning experience in PyTorch (or comparable), including model training and debugging

  • Proficiency in Python and C++

  • Comfort working with large datasets across training, evaluation, and debugging pipelines

  • Has built and trained a perception or mapping model end-to-end, not only fine-tuned an existing backbone

Desirable qualifications

  • Experience with VLMs or other pretrained foundation models

  • Prior publication record at a top-tier venue

  • Knowledge of object tracking, Kalman filtering, or Hidden Markov Models

Compensation

The hourly pay rate for this internship in Mountain View or San Francisco is:

  • $58.00 per hour for interns pursuing a master’s degree; and

  • $65.00 per hour for interns pursuing a doctoral degree.

The hourly pay rate for this internship in Pittsburgh is:

  • $52.00 per hour for interns pursuing a master’s degree; and

  • $58.00 per hour for interns pursuing a doctoral degree.

Working at Aurora

At Aurora, we bring together extraordinarily talented and experienced people united by the strength of our values. We operate with integrity, set outrageous goals, and build a culture where we win together — all without any jerks.

We believe in-person work increases collaboration, empathy, and our ability to lead effectively. As a result, Aurorans are expected to work from the office at least 3 days per week, with some roles requiring more frequent in-office presence, up to 5 days per week, based on operational needs.

Our Careers page provides insight into what it is like to work at Aurora, and you can find all the latest updates in our Newsroom.

Our commitment to safety

At the core of everything we do is our commitment to safety. Building best-in-class self-driving technology will take time, and we believe that each employee at Aurora has a role in contributing to safety, every step of the way. Aurora expects commitment to our safety policies from every employee, and seeks candidates who take an active responsibility, can contribute to building an atmosphere of trust, and invest in the organization’s long-term success by prioritizing working safely, no matter what.

Our commitment to inclusion

Aurora considers candidates without regard to their race, color, religion, national origin, age, sex, gender, gender identity, gender expression, sexual orientation, marital status, pregnancy status, parent or caregiver status, ancestry, political affiliation, veteran and/or military status, physical or mental disability, or any other status protected by federal or state law. Aurora considers qualified applicants with criminal histories, consistent with applicable federal, state, and local law. We are also committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at [email protected].

For California applicants, information collected and processed as part of your application and any job applications you choose to submit is subject to Aurora’s California Employment Privacy Policy.

Skills Required

  • Currently pursuing a Master's or PhD in Computer Science, Robotics, Electrical Engineering, or a related field
  • Strong machine learning and computer vision fundamentals
  • Hands-on deep learning experience with PyTorch or comparable frameworks, including model training and debugging
  • Proficiency in Python and C++
  • Comfort working with large datasets across training, evaluation, and debugging pipelines
  • Built and trained a perception or mapping model end-to-end, rather than only fine-tuning an existing backbone
  • Experience with visual language models or other pretrained foundation models
  • Prior publication record at a top-tier venue
  • Knowledge of object tracking, Kalman filtering, or Hidden Markov Models

Aurora Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Aurora and has not been reviewed or approved by Aurora.

  • Healthcare Strength — A broad set of medical plan options with dental and vision, plus company‑paid life and disability, signals strong healthcare support. Mental wellness access, including coaching and therapy sessions, further strengthens the offering.
  • Leave & Time Off Breadth — Flexible vacation for salaried employees, 12 paid holidays, and reasonable sick time indicate generous time‑off provisions. Some roles also accrue substantial vacation days annually.
  • Parental & Family Support — Paid parental leave and family‑forming reimbursement demonstrate meaningful support for growing families. Coverage for adoption, surrogacy, egg freezing, and genetic testing extends support beyond standard plans.

Aurora Insights

Am I A Good Fit?
beta
Get Personalized Job Insights.
Our AI-powered fit analysis compares your resume with a job listing so you know if your skills & experience align.

The Company
HQ: Mountain View, CA
1,579 Employees
Year Founded: 2017

What We Do

Founded in 2017 by experts in the self-driving industry, Aurora is on a mission to deliver the benefits of self-driving technology safely, quickly, and broadly. To move both people and goods, the company is building the Aurora Driver, a platform that brings together software, hardware and data services to autonomously operate passenger vehicles, light commercial vehicles, and heavy-duty trucks. Aurora is backed by Sequoia Capital, Baillie Gifford, funds and accounts advised by T. Rowe Price Associates, among others, and is partnered with industry leaders including Toyota, Uber, Volvo, and PACCAR. Aurora tests its vehicles in the Bay Area, Pittsburgh, and Dallas. The company has offices in those areas as well as in Bozeman, MT; Seattle, WA; Louisville, CO; and Wixom, MI. To learn more, visit aurora.tech. Aurora is backed by Amazon and Sequoia, among others, and has partnerships with leading transportation companies including PACCAR, Uber, FCA, and Hyundai Group. It tests its vehicles in the Bay Area, Pittsburgh, and Dallas and has offices in those cities as well as in Bozeman, Seattle, Denver, and Detroit. Aurora hires people who want to build the future of transportation. Join us!

Similar Jobs

TransUnion Logo TransUnion

Full-stack Engineer

Big Data • Fintech • Information Technology • Business Intelligence • Financial Services • Cybersecurity • Big Data Analytics
Hybrid
4 Locations
13000 Employees
90K-150K Annually

PNC Bank Logo PNC Bank

Product Manager

Machine Learning • Payments • Security • Software • Financial Services
Hybrid
Pittsburgh, PA, USA
55000 Employees

PNC Bank Logo PNC Bank

Enterprise Architect

Machine Learning • Payments • Security • Software • Financial Services
Hybrid
Pittsburgh, PA, USA
55000 Employees

Liberty Mutual Insurance Logo Liberty Mutual Insurance

Inside Sales Representative

Artificial Intelligence • Fintech • Insurance • Marketing Tech • Software • Analytics
Remote or Hybrid
12 Locations
40000 Employees
45K-85K Annually

Similar Companies Hiring

HERE Technologies Thumbnail
Artificial Intelligence • Automotive • Computer Vision • Information Technology • Internet of Things • Logistics • Software
Amsterdam, NL
6000 Employees
Ford Energy Thumbnail
Automotive • Software • Energy • Utilities • Manufacturing • Renewable Energy
Glendale, Kentucky
55 Employees
Vega Thumbnail
Artificial Intelligence • Automotive • Insurance • Transportation
US
65 Employees

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account