What You'll Do
- 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.
Minimum 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, 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.
Desired Experience & Qualifications
- Prior industry experience in a similar software infrastructure or MLOps team
- Contributions to any related open source software project
Location:
The preferred location for this position is Seattle, WA
Compensation And Benefits
Pay Range:
Pay Range:
$200,000 - $240,000 annually
Actual level and base salary will be determined on a case-by-case basis and may vary based on the following considerations: job-related knowledge and skills, education, and experience.
Overland AI believes in creating a work environment that you look forward to embracing every day. Benefits incldue:
- Equity compensation
- Best-in-class healthcare, dental and vision plans.
- Flexible PTO
- 401k with company match
- Parental leave
- Monthly wellness stipend
- One-time workplace & productivity reimbursement
Overland AI is an Equal Opportunity Employer. We do not discriminate on the basis of race, color, religion, creed, sex, sexual orientation, gender identity or expression, national origin, age, marital status, disability, genetic information, protected veteran or military status, or any other status protected by applicable law.
This position may involve access to export-controlled technology. Employment is contingent on the ability to comply with U.S. export control laws.
Overland AI provides reasonable accommodations for qualified individuals with disabilities and disabled veterans during the application process. Please contact [peopleops@overland.ai] to request an accommodation.
Overland AI