About Overland AI
About Overland AI Founded in 2022 and headquartered in Seattle, Washington, Overland AI is transforming land operations for modern defense. Backed by 8VC.
About the role
Overland AI believes in creating a work environment that you look forward to embracing every day. This position may involve access to export-controlled technology. Employment is contingent on the ability to comply with U.S. export control laws.
What they're looking for
- 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
More about this role
- 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.
Qualifications
- 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,...
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