Software Engineer - Perception Platform

What You'll Be Doing:

• Support the creation, maintenance, and optimization of our internal data, training & evaluation pipelines, primarily using Python.
• Work closely with ML engineers to enhance tools and processes throughout the ML development lifecycle
• Develop and implement evaluation tools such as automatic reporting, regression discovery
• Work closely with cross-functional teams to orchestrate & facilitate the active learning workflow.
• Participate in design reviews and code reviews of the said team-owned pipelines
• Troubleshoot, debug, and optimize machine learning workflows for efficiency and performance

What We're Looking For:

• 2 years of professional software engineering experience
• BS or MS in Computer Science or a related technical field.
• Fluency in Python and familiarity with data processing libraries (e.g., NumPy, Pandas)
• Basic Experience with backend development
• Basic Experience in concurrency, parallel processing, and database systems.
• Advanced knowledge of software engineering principles including software design, source control management, build processes, code reviews, testing method

Bonus Points:

• Expertise in concurrency, parallel processing, and database systems
• Basic understanding of ML or perception metrics to support evaluation workflows
• Strong knowledge of AWS analytics services, particularly AWS Athena and AWS Glue, including data cataloging, ETL development, and query optimization.
• Experience with container orchestration tools, like K8s.
• Experience with distributed computing frameworks, like Spark and Ray.
• Proven track record of developing and deploying perception systems for autonomous vehicles or robotic