Sr. Data Engineer - Prediction And Behavior Modeling
- Full-Time
- Boston, MA
- Motional
- Posted 3 years ago – Accepting applications
Job Description
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.
We are looking to add a highly talented Prediction and Behavior Modeling Data Engineer to help us build probabilistic models of the future state of the world. As a software engineer, you will help design, measure, test, and visualize the performance of motion prediction models that we use to improve our interactions with cars, pedestrians, and other road users. Your software engineering and data analytics experience will inform your pragmatic approach to making a more intelligent autonomous vehicle. Does this sound like you? What you'll be doing:
Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit www.Motional.com and follow us on Twitter, LinkedIn, Facebook, Instagram and YouTube.
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.
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We are looking to add a highly talented Prediction and Behavior Modeling Data Engineer to help us build probabilistic models of the future state of the world. As a software engineer, you will help design, measure, test, and visualize the performance of motion prediction models that we use to improve our interactions with cars, pedestrians, and other road users. Your software engineering and data analytics experience will inform your pragmatic approach to making a more intelligent autonomous vehicle. Does this sound like you? What you'll be doing:
- Dive into data to understand behaviors of external world actors such as cars, bikes, and pedestrians; leverage machine learning methods where appropriate
- Help translate algorithms into production-level code
- Help implement and evaluate a variety of ML models
- Define, implement, and visualize performance metrics
- Develop real-time visualizations of our estimates of the future state of the world
- BS in computer science, engineering, or applied math with 3+ years practical experience in data science, modeling, statistics, and analysis of large data sets
- Fluency with Python, including standard scientific computing libraries
- Experience working with large data sets
- Experience using modern software engineering tools (e.g., version control, CI)
- Experience using common Machine Learning and Deep Learning algorithms (e.g., for classification, regression, and clustering)
- Experience developing autonomous vehicles or robots
- Experience with C++
Headquartered in Boston, Motional has operations in the US and Asia. For more information, visit www.Motional.com and follow us on Twitter, LinkedIn, Facebook, Instagram and YouTube.
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.