Senior Research Scientist, Prediction and Behavior Modeling
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 bustling 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.