Manager, Perception Labeling and Tools

In this role, you will

• Lead and inspire a team of engineers, and develop their careers by identifying opportunities and delivering impactful results.
• Architect and develop tooling for data mining, data labeling, and quality control such that other AI teams can leverage high-quality data to train and evaluate their models.
• Define the product roadmap that meets the needs of 10+ ML teams and collaborate with other infrastructure teams to share milestones and enhance pipeline efficiency.
• Scale operations across hundreds of human labelers to fulfill data needs across AI, hardware, and data science teams.
• Stay up-to-date with the latest trends and technologies in ML data products to continuously innovate the data-driven ML development process.

Qualifications

• 5+ years of engineering experience in full-stack application development.
• 2+ years of engineering management experience that demonstrated the ability to develop people and build a strong team
• Experience designing and building modern data-intensive web applications such as data warehouses, data processing tools, or data visualization tools.
• Excellent communication and collaboration skills, ability to work effectively in a cross-functional team environment and support other teams.
• Bachelor's or Master's degree in Computer Science or a related field.

Bonus Qualifications

• Experience with AWS, especially EC2, S3, RDS
• Experience with Databricks and Spark
• Experience with Data Pipelines and orchestrators such as Airflow
• Experience in ML-related development or the autonomous driving industry.