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Director of ML Data Engine

Company: Australian Competition and Consumer Commission
Location: Mountain View
Posted on: November 26, 2022

Job Description:

Mountain View, California --- Software Maps Aurora (Nasdaq: AUR) is delivering the benefits of self-driving technology safely, quickly, and broadly. Founded in 2017 by experts in the self-driving industry, Aurora is revolutionizing transportation - making it safer, increasingly accessible, and more reliable and efficient than ever before. Its flagship product, the Aurora Driver, is a platform that brings together software, hardware, and data services, to autonomously operate passenger vehicles, light commercial vehicles, and heavy-duty trucks. Aurora is partnered with industry leaders across the transportation ecosystem including Toyota, Volvo, PACCAR, Uber, Uber Freight, FedEx, and U.S. Xpress. Aurora tests its vehicles in the Bay Area, Pittsburgh, and Texas and has offices in those areas as well as in Bozeman, MT; Seattle, WA; Louisville, CO; and Detroit, MI. To learn more, visit . Aurora hires talented people with diverse backgrounds who are ready to help build a transportation ecosystem that will make our roads safer, get crucial goods where they need to go, and make mobility more efficient and accessible for all. We're searching for a Dir of ML Data Engine . In this role, you will

  • Build a data-centric AI team that lives and breathes data and labels, delivering the best ML data in the self-driving industry
  • Own the overall ML Data Engine for Autonomy development, including data discovery, data labeling, dataset generation, iterative dataset quality improvement, and showing the resulting improvements in model performance
  • Lead a diverse set of sub-teams including Tools & Visualization, Labels Platform, Datasets & Pipelines, and Labeling Operations
  • Produce innovative tooling and pipelines that generate ML datasets and labels for Motion Planning, Online Mapping, and Perception that combine algorithmic and human inputs, with an emphasis on continual quality improvement, fast iteration, and tight feedback loops with autonomy development
  • Be a member of the Autonomy leadership staff, helping set the strategic direction across all of Autonomy
  • Build reliable systems that scale to support all autonomy developers, operate on data from a fleet of autonomous vehicles, and enable a large remote workforce
  • Work with rich data sources including high-resolution cameras, unique industry-leading lidar, radar, detailed maps, and human driving and decision data
  • Focus on the improvement of autonomy performance due to improved data, not just delivering data and labels
  • Attract and hire industry-leading engineers and operations staff
  • Foster a team culture of collaboration, excellence, and delivery Required Qualifications
    • Significant experience leading software development teams in MLOps, Data Labeling, Autonomy, or related areas
    • History of delivering and supporting reliable ML and data systems at scale
    • Excellent communication and leadership skills
    • Proven track record of collaboration with other teams, including the ability to resolve priont experience in a leadership capacity, managing multiple software engineering teams
    • Expertise using large scale data, labels, and tooling to solve applied ML problems
    • Previous experience as a lead technical engineer, with a demonstrated ability to dig in to complex technical challenges
    • Ability to build and grow teamsritization challenges and changing needs
    • Significa Desirable Qualifications
      • Expertise in computer vision, 3D data processing, robotics, and self-driving
      • Experience leading local and remote labeling operations, including working with external scaled operations providers #LI-BB3 #Director - #Executive Mountain View, Seattle or Pittsburg Working at Aurora At Aurora, we bring together people with extraordinary talent and experience united by the strength of our values. We operate with integrity, set outrageous goals, and continue to build a culture where we win together-all without any jerks. We have offices in 8+ locations across the United States. We offer a competitive benefits package to qualifying employees. Our Career Page includes everything you need to know about working at Aurora. 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. We believe that self-driving technology has broad benefits - including an increase in safety and access to transportation - and to achieve those benefits, we want and need a workforce with diverse experiences, insights, and perspectives; said another way, a workforce that reflects the communities and people our technology will benefit. You can find all the latest news on our Blog Individuals seeking employment at Aurora are considered without regard to 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.

Keywords: Australian Competition and Consumer Commission, Mountain View , Director of ML Data Engine, Executive , Mountain View, California

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