Autonomy for the world. Backed by a16z.
About the role
Build experiment-tracking and model-registry services, integrating tools such as MLflow where appropriate. Connect exact dataset, code and configuration versions to training runs, checkpoints and model versions. Found on 1752vc Careers, the job board for startup and VC roles.
What they're looking for
- Experience building production backend services for machine-learning platforms or data-intensive workflows
- Strong software engineering skills in Python or a comparable backend language
- Experience designing APIs, metadata models and persistent state for services used by other engineers
- Experience handling storage, partial failures, retries and consistency in distributed systems
- Understanding of training runs, checkpoints and model versioning
- Ability to work directly with machine-learning users and deliver maintainable software that solves their workflow problems
More about this role
Shield AI is a venture-backed defense-tech company with the mission of protecting service members and civilians with intelligent systems. Its products include Hivemind autonomy software, V-BAT and X-BAT aircraft, and Aechelon simulation and synthetic reality technologies. With offices and facilities across the U.S., Europe, the Middle East, and Asia-Pacific, Shield AI’s technology actively supports operations worldwide. For more information, visit www.shield.ai . Follow Shield AI on LinkedIn , X , Instagram , and YouTube .
Model development produces experiments, checkpoints, evaluation results and many versions of the same model. Keeping those records connected lets engineers reproduce results, compare approaches and move a trained model into use.
We are looking for a Senior Software Engineer to build the backend services that make those workflows reliable. You will connect training runs to their data, code and configuration, manage model artifacts and help machine-learning engineers spend less time reconstructing what happened in an experiment.
Build experiment-tracking and model-registry services, integrating tools such as MLflow where appropriate.
Connect exact dataset, code...
Browse similar: AI jobs · AI startup jobs · Startup jobs