Motional
Staff Tech Lead Manager, ML Data Services
Boston, Massachusetts, United States · Staff+
Sponsorship not specified$172k-$229kDetected 7 days ago
Distributed SystemsAWSGCPAzureCloud PlatformsMachine LearningSparkData EngineeringPerformance ManagementLeadershipCollaborationMentoring
About the role
- The ML Data Service team is responsible for providing reliable, high-quality, and easily accessible data for all ML use cases.
- This role is hybrid from our Boston office and requires two in-office days per week, ideally Tuesday and Thursday.
- Salary Range $172,000 - $229,000 USD Motional is a driverless technology company making autonomous vehicles a safe, reliable, and accessible reality.
Responsibilities
- Define and drive the technical roadmap and long-term strategy for the ML Data Service platform, ensuring it meets the evolving needs of ML engineers across the company.
- Drive the implementation of robust mechanisms for monitoring data quality, tracking data lineage, and ensuring overall data governance and compliance.
- Provide hands-on technical guidance, design reviews, and mentorship to engineers, ensuring the adoption of best practices, high code quality, and operational excellence.
- Manage a team of software engineers, including performance reviews, career development, coaching, and mentoring.
- Drive hiring and recruitment efforts to attract, onboard, and retain top engineering talent, fostering a diverse and inclusive team culture.
- Collaborate closely with ML model teams and Infrastructure teams to understand data needs and deliver solutions that accelerate ML development cycles.
- Lead the execution of major projects, ensuring on-time delivery and alignment with business objectives.
- Our infrastructure supports hundreds of data pipelines and petabytes of data, directly enabling the success of our flagship products.
- We aren't just developing driverless cars
- To do so successfully, we must design for everyone in our cities and on our roads.
Requirements
- Bachelor's degree in Computer Science, Engineering, or a related field, or equivalent practical experience.
- 8+ years of experience in software engineering, with a strong focus on large-scale data systems, distributed systems, or ML infrastructure.
- Deep expertise in data processing technologies (e.g., Spark, Flink, Beam, distributed databases) and experience with cloud platforms (e.g., AWS, GCP, Azure).
- Demonstrated experience designing, implementing, and operating production-grade ML data pipelines or feature stores.
Nice to have
- 3+ years of experience managing engineering projects with a track record of delivering efficient tools and infra.
Compensation
- $172,000 - $229,000 USD
Benefits
- Lead the technical vision for the provision of diverse training data sources, including ingestion from real-world drive logs, resimulation outputs, autolabelling pipelines, and human labelling efforts.
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