Senior Research Scientist, Prediction and Behavior Modeling

Company: Motional
Location: Boston
Posted on: February 26, 2021

Job Description:

Apply Now Senior Research Scientist, Prediction and Behavior Modeling at Motional Boston, Massachusetts, United States We are looking to add a highly talented Prediction and Behavior Modeling Research Scientist to help us build probabilistic models of the future state of the world (e.g., cars, pedestrians, and other road users). As a Sr. Research Scientist, you will use real-time perception data and prior knowledge to estimate how the world around us will change, so that the planner can make better decisions. Your applied mathematics, data analytics, and machine learning experience will inform your pragmatic approach to making a more intelligent autonomous vehicle. Does this sound like you?

The Motional global headquarters are located at 100 Northern Avenue in Boston, MA. Nestled in the busting Seaport district with sweeping views of Boston Harbor and downtown Boston, the offices are located close to major transit lines and a quick walk to various restaurants and popular attractions. What you'll be doing:

• Dive into data to understand behaviors of road users such as cars, bikes, and pedestrians; leverage machine learning methods where appropriate
• Develop probabilistic models to predict how other road users may move and interact with our car, and evaluate their performance on real-world and simulated data sets
• Translate generated algorithms into production-level code
• Collaborate with Planning and Perception teams to achieve objectives in improving system performance What we're looking for:
  • MS or PhD in computer science, robotics, or similar field, with 3+ years practical experience in robotics, machine learning, and analysis of large data sets.
  • Fluency in Python, including standard scientific computing libraries
  • Experience working with large data sets
  • Experience using modern software engineering tools (e.g., version control, CI)
  • Strong applied math background Bonus points (not required):
    • In-depth understanding of common Machine Learning and Deep - Learning algorithms (e.g., for classification, regression, and clustering)
    • Experience developing autonomous vehicles or robots
    • Experience in a regulated, safety critical environment
    • Joining a small team of 10, which offers the opportunity to contribute across multiple disciplines (perception, prediction, planning, infrastructure).
    • Speaking opportunities are encouraged and supported
    • Will closely collaborate with ML team for infrastructure and prototype Motional is making driverless vehicles a safe, reliable, and accessible reality. Our team is commercializing a world-class driverless system. The Motional team is behind some of the industry's largest leaps forward in the last decade, including the first fully-autonomous cross-country drive in the U.S, the launch of the world's first robotaxi pilot, and operation of the world's most-established public robotaxi fleet. Strategically formed by Hyundai Motor Groupand Aptiv, Motional is fundamentally changing how people move through their lives. Motional AD Inc. is an EOE. We celebrate diversity and are committed to creating an inclusive environment for all employees. To comply with Federal Law, we participate in E-Verify. All newly-hired employees are queried through this electronic system established by the DHS and the SSA to verify their identity and employment eligibility. Have you previously worked within the Motional ecosphere? (ex. Motional, Ottomatika, Aptiv, nuTonomy, or Hyundai Motor Company) --*
      -- Will you now or in the future require visa sponsorship for employment at Motional in the United States or Singapore? (for example: H-1B, EP, etc.) --*
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Keywords: Motional, Boston , Senior Research Scientist, Prediction and Behavior Modeling, Other , Boston, Massachusetts