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Deep Learning/Machine Learning Specialist, Self Driving - Pittsburgh

Software Engineering, Advanced Technologies Group in Pittsburgh, PA

At Uber, we ignite opportunity by setting the world in motion. We take on big problems to help drivers, riders, delivery partners, and eaters get moving in more than 600 cities around the world.

 

We welcome people from all backgrounds who seek the opportunity to help build a future where everyone and everything can move independently. If you have the curiosity, passion, and collaborative spirit, work with us, and let’s move the world forward, together.

About the Role

 

Do you dream about changing the world using your passion for science and engineering? Then you should apply to join our engineering team taking on machine learning challenges in the area of self-driving technology. The work you do at the ATG will be tested and deployed on real systems, in real-world conditions. The experience you gain as a member of the ATG team will be unique and exciting, we can promise you that!

What You'll Do

  • Develop machine learning algorithms for supervised learning, deep learning, reinforcement learning and active learning   
  • Apply these algorithms to self driving vehicles
  • Build and own production ML models, pipelines, and runtimes
  • Collaborate and present your work throughout the ATG organization 

 

What You'll Need

  • A degree in a machine learning related discipline -- positions are available at the PhD, MS, and BS levels
  • A strong quantitative background
  • Excellent software development skills in C/C++ and/or Python
  • Knowledge of machine learning commensurate with education/experience level
  • Excellent presentation and communication skills
  • Machine learning areas of special interests include: active learning and Bayesian optimization, anomaly detection, deep networks, distributed/parallel learning algorithms, image/video classification, learning control, predictive modeling.

 

Bonus Points If

  • Track record of building and shipping machine learning features in products
  • Prior work in automotive applications

 

About the Team

 

At the Advanced Technologies Group (ATG), we are building technologies that will transform the way the world moves. Our teams in Pittsburgh, San Francisco, Toronto, and Boulder are dedicated to mapping, software and hardware development, vehicle safety, and operations for self-driving technology. Our teams are passionate about developing a self-driving system that will one day move people and things around more safely, efficiently, and cost effectively.

 

At Uber, we believe technology has the power to make transportation more efficient, accessible, and safer than ever before. Self-driving technology has the potential to make these benefits an everyday reality for our customers, but it’s not going to happen overnight.  Building best-in-class self-driving technology will take time, and safety is our priority every step of the way. Operating inclusively and transparently, while displaying responsible behavior in a structured development are critical to safety. We at ATG seek candidates who will role model these values.

 

The Prediction Team's mission is to deliver machine learning based features and develop solutions for the future of self-driving.


See our Candidate Privacy Statement

At Uber we don’t just accept difference—we celebrate it, we support it, and we thrive on it for the benefit of our employees, our products and our community. Uber is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.