Senior Director, Machine Learning

Summary

Join Motional, a leader in autonomous vehicle technology, as a highly skilled machine learning leader. You will develop and execute a comprehensive machine learning strategy, lead a team of data scientists and engineers, and oversee the development and deployment of advanced models. This role demands expertise in machine learning algorithms, data analysis, and programming languages like Python and C++. You'll need 10+ years of experience and a Master's or Ph.D. in a related field. Motional offers a competitive salary and benefits package, including medical, dental, vision, 401k, and more. The company is committed to innovation and creating a safer, more efficient future with autonomous driving solutions.

Requirements

• Master's or Ph.D. in Computer Science, Data Science, Robotics, or a related field
• Proven experience (10+ years) in machine learning, predictive analytics, and data science, with a track record of successful project delivery
• Strong leadership and people management skills, with experience leading cross-functional teams in a fast-paced environment
• Expertise in machine learning algorithms, statistical modeling, and data analysis
• Proficiency in programming languages such as Python, C++, and SQL, as well as experience with machine learning frameworks (e.g., TensorFlow, PyTorch)
• Extensive experience with autonomous driving technologies
• Excellent communication and presentation skills, with the ability to convey complex technical concepts to non-technical stakeholders
• Strong problem-solving skills and the ability to think strategically and analytically

Responsibilities

• Develop and execute a comprehensive machine learning strategy that aligns with Motional’s vision for autonomous driving
• Lead, mentor, and manage a team of highly skilled data scientists, machine learning engineers, and analysts
• Foster a culture of innovation, collaboration, and continuous improvement within the machine learning team
• Oversee the design, development, and deployment of advanced machine learning models
• Ensure models are scalable, robust, and capable of real-time processing and decision-making
• Collaborate with software engineering and robotics teams to integrate machine learning solutions into the autonomous driving stack
• Drive the collection, cleaning, and preprocessing of large-scale datasets from various sensors and sources
• Implement best practices for data management, including data governance, security, and privacy compliance
• Utilize advanced statistical and analytical techniques to extract meaningful patterns and trends from data
• Stay abreast of the latest advancements in machine learning, artificial intelligence, and autonomous driving technologies
• Identify opportunities to apply emerging technologies and methodologies to enhance Motional’s autonomous driving capabilities
• Lead research initiatives to explore new machine learning applications in the autonomous vehicle domain
• Continuously monitor the performance of deployed models and algorithms, ensuring they meet operational requirements
• Implement feedback loops and continuous improvement processes to enhance model accuracy and reliability
• Collaborate with safety and regulatory teams to ensure compliance with industry standards and regulations

Preferred Qualifications

Experience with cloud platforms (e.g., AWS, Azure, Google Cloud) and big data technologies (e.g., Hadoop, Spark)

Benefits

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