Motional

Motional

Motional is a leading company in driverless technology and autonomous vehicles, leveraging decades of industry expertise to develop and deploy safe and reliable autonomous vehicles. With a powerful DNA combining Aptiv's automotive technology and Hyunda...

Automotive
1K-5K
Founded 2020
$20M raised

Description

  • Work with ML engineers and autonomy software developers to define new data analysis metrics and KPIs for autonomous vehicle validation.
  • Research and develop new large-scale data analysis systems.
  • Own large-scale data analysis workflows that detect unexpected impacts from planned and unplanned ML and software changes.
  • Build high-quality datasets to support ML training and edge-case validation.
  • Provide statistical analysis of model performance, generalization, errors, and change impact.
  • Develop tools for root cause analysis and safety-oriented investigation of model and software issues.
  • Support the full-stack evaluation framework, including AWS Kubernetes orchestration, ReSimulation, regression reports, and analysis UIs.
  • Collaborate with perception and ML teams to develop metrics and analyze results.

Requirements

  • Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  • Strong programming skills in Python, SciPy, and related data analysis frameworks.
  • Experience in machine learning, data mining, and statistical analysis.
  • Experience with large-scale data processing and distributed computing technologies.
  • Strong communication and software development skills, including goal setting, design documentation, test frameworks, and cross-team collaboration.
  • Ph.D. in Computer Science or a related field is preferred.
  • Experience with cloud platforms such as AWS, Google Cloud, or Azure is preferred.
  • Experience with machine learning in the autonomous driving domain is preferred.
  • Publications or contributions to the AI/ML community are preferred.

Benefits

  • Base salary range of $159,000 to $207,000 USD.
  • Additional compensation may include a bonus.
  • Additional compensation may include company equity.
  • Medical, dental, and vision coverage.
  • 401(k) with company match.
  • Health savings accounts (HSA).
  • Life insurance and pet insurance.

Interested in this position?

Apply directly on the company website

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