Senior Software Engineer - ML Platform

Job description

Job responsibilities

• Design and implement Overland AI’s infrastructure to enable training, evaluating, and deploying machine learning/deep learning models for autonomous vehicles, including:
• Writing software to enable the fast curation and creation of high-quality labels for various robotics tasks using state-of-the-art AI and human feedback.
• Design and implement data processing pipelines, dashboards, and visualization tools for model evaluation and dataset insights.
• Design and implement distributed workflows, including data processing, training, and evaluation (on-prem and cloud).
• Be responsible for on-prem and cloud infrastructure including data storage, compute resources and access.
• Leverage CI/CD practices to make the machine learning lifecycle efficient and reproducible.
• Collaborate closely with experts in Perception and Behavior Planning.

Job requirements

• Bachelor's degree in computer science, engineering, or related discipline and 5+ years of relevant experience
• Strong programming skills in Python, including unit and integration testing
• Strong understanding of data processing pipelines for training ML models
• Experience with batch processing tools, such as Spark, Beam, Ray, etc.
• Experience with data stores and databases, such as MinIO, Postgres, Redshift/BigQuery, etc.
• You excel in a small-team atmosphere, taking ownership of problems and working with your colleagues to solve problems across disciplines.