Software Engineer - ML Platform
June 3
🇺🇸 United States – Remote
💵 $120k - $300k / year
⏳ Contract/Temporary
🟡 Mid-level
🟠 Senior
🧑💻 Full-stack Engineer
Description
• 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.
Requirements
• Strong programming skills in Python and/or C++, 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.
Benefits
• The salary range for this position is $120K to $300K annually • Equity compensation • Best-in-class healthcare, dental and vision plans. • Unlimited PTO • 401k with company match • Parental leave
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