The Team:
The Autonomy Integration Team, Performance Evaluation accelerates the progress of Motional’s autonomous vehicles by processing large-scale data into meaningful insights across the organization. Specifically, the AV system and subsystem metrics are used to guide the development and evaluation of our AI, machine learning, and other autonomous software features. Our dashboards and insights are used to guide strategic decisions across all levels, including senior leadership, and our data infrastructure provides always-available critical tools to research scientists and developers.
What You’ll Be Doing:
- Drive the approach to analyze AV performance using data-backed statistical and ML methods for simulation and on-road data
- Develop new statistical analysis methods to analyze AV performance data, and establish confidence in the insights
- Establish correlation between on road and simulation data
- Make sense of large data sets to drive insights and communicate results
- Experience and deeply understand the product to identify and establish novel lenses through which we should be evaluating its performance
- Using simulation and on road data, develop new metrics, identify and investigate trends and anomalies. Collaborate with developers to drive action based on these results
- Establish a self service model for analysis such that developers understand the impact of their changes
- Be an advisor and influence collaborators across multiple teams, promote data aware decision making and establish best practices around use of data
- Mentor and collaborate with Software Engineers and Data Scientists and foster a positive, collaborative work environment
- Drive the use of learned methods and models for performance evaluation
- 5-10% travel to operational sites to experience the product, and connect with teammates in person
What You Bring
- Computer Science, Computer Engineering, Data Science, Robotics, Physics, Mathematics or related Bachelor’s or higher degree, Master’s a plus.
- 5+ years of industry experience solving complex problems with large data sets
- Strong Python and SQL skills & practices
- Experience applying advanced statistical and/or ML methods to drive insights from large and complex data sets
- Demonstrated experience with with statistical analysis, hypothesis testing, causal analysis and data analysis
- Demonstrated ability to work independently with minimal guidance
- Proven track record of strong communication and interpersonal skills
- Demonstrated problem-solving skills and ability to think logically to remove bias from evaluating problems
Bonus Points
- Familiarity with C++
- Robotics development
- Data pipeline/engineering experience
The salary range for this role is an estimate based on a wide range of compensation factors including but not limited to specific skills, experience and expertise, role location, certifications, licenses, and business needs. The estimated compensation range listed in this job posting reflects base salary only. This role may include additional forms of compensation such as a bonus or company equity. The recruiter assigned to this role can share more information about the specific compensation and benefit details associated with this role during the hiring process.
Candidates for certain positions are eligible to participate in Motional’s benefits program. Motional’s benefits include but are not limited to medical, dental, vision, 401k with a company match, health saving accounts, life insurance, pet insurance, and more.
Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality. We’re driven by something more.
Our journey is always people first.
We aren't just developing driverless cars; we're creating safer roadways, more equitable transportation options, and making our communities better places to live, work, and connect. Our team is made up of engineers, researchers, innovators, dreamers and doers, who are creating a technology with the potential to transform the way we move.
Higher purpose, greater impact.
We’re creating first-of-its-kind technology that will transform transportation. To do so successfully, we must design for everyone in our cities and on our roads. We believe in building a great place to work through a progressive, global culture that is diverse, inclusive, and ensures people feel valued at every level of the organization. Diversity helps us to see the world differently; it’s not only good for our business, it’s the right thing to do.
Scale up, not starting up.
Our team is behind some of the industry's largest leaps forward, 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 longest-standing public robotaxi fleet. We’re driven to scale; we’re moving towards commercialization of our technology, and we need team members who are ready to embrace change and challenges.
Formed as a joint venture between Hyundai Motor Group and Aptiv, Motional is fundamentally changing how people move through their lives. Headquartered in Boston, Motional has operations in the U.S 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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