Shield AI · San Diego, California
Skills: Python, Docker
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 https://shield.ai/. Follow Shield AI on LinkedIn https://www.linkedin.com/company/shield-ai, X https://x.com/shieldaitech, Instagram https://www.instagram.com/shieldai, and YouTube https://www.youtube.com/@ShieldAI. JOB DESCRIPTION: 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. What you'll do: - - 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. - Develop APIs and adapters that connect training jobs, data services and artifact storage. - Make interrupted or failed workflows recoverable through reliable state handling, retries and useful diagnostics. - Make checkpoints, model artifacts and evaluation results easy to find and retrieve for further training, evaluation or deployment. - Work directly with machine-learning engineers to simplify their workflows and reduce manual record keeping. - Deliver tested services with observability and compatible upgrades across support…
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