Senior Data Scientist, Systems Performance

🔥 1 minute ago

🎰 Nevada, Massachusetts, +1 more states – Remote

🎰 Nevada – Remote 🍂 Massachusetts – Remote 🔔 Pennsylvania – Remote

💵 $149k - $198k / year

⏰ Full Time

🟠 Senior

📊 Data Scientist

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Motional

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 2020

🚗 Transport

🤖 Artificial Intelligence

Transport • Artificial Intelligence • Automotive

Motional is a leading company in the development of autonomous vehicles, focusing on making driverless transportation a safe, reliable, and accessible reality. A joint venture between Hyundai Motor Group and Aptiv, Motional has been at the forefront of driverless technology for decades, creating SAE Level 4 autonomous vehicles for ride-hail and delivery services. The company emphasizes safety and innovation, leveraging advanced machine learning and automotive technology to build fully driverless vehicles that integrate smoothly into mobility networks, providing an enjoyable experience for daily transportation and deliveries.

📋 Description

• Lead the development of evaluation frameworks for the autonomous system • Collaborate closely with Functional Safety and Systems Engineering teams • Ensure evaluation metrics are reliable enough to inform safety cases • Monitor the reliability of evaluation metrics and incoming performance data over time • Drive our approach to performance analysis using data-backed statistical methods • Develop new statistical analysis methods to analyze AV performance data • Partner with triage operators to turn raw disengagements into scenarios • Use fleet and evaluation data to identify edge cases in an automated manner • Build confidence in the evaluation framework through data-driven insights • Establish correlation between on-road and simulation data • Make sense of large datasets to drive insights • Establish a self-service model for developers • Develop new metrics, interpret trends, and investigate anomalies • Collaborate with developers to drive action based on these results • Serve as an advisor and influence collaborators across multiple teams • Mentor and collaborate with fellow engineers • Introduce the use of ML methods for performance evaluation

🎯 Requirements

• 5+ years of industry experience solving complex problems with large datasets • Bachelor's or higher degree in Computer Science, Computer Engineering, Data Science, Robotics, Physics, Mathematics, or a related quantitative field • Strong problem-solving skills • Strong Python and SQL skills • Experience applying advanced statistical and ML methods • Demonstrated experience with statistical analysis, hypothesis testing, causal analysis and data analysis • Demonstrated ability to work independently and drive projects from problem definition to actionable results • Proven communication and interpersonal skills • Eager to learn new statistical and ML techniques

🏖️ Benefits

• Medical • Dental • Vision • 401k with a company match • Health saving accounts • Life insurance • Pet insurance