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Member of Technical Staff - ML Operations
Veeda AIWorld Models company
Toronto, CanadaLead
Radical Ventures
Khosla Ventures
Data & AINew
About the role
TL;DR
Manage ML operations, including run tooling, experiment tracking, and pipeline reproducibility.
- •Veeda AI is building the next generation of multimodal foundation world models for Physical AI.
- •We're a small, fast-moving team of engineers and researchers from leading AI labs, tackling some of the most challenging problems at the intersection of AI, robotics, and embodied intelligence.
- •Key Responsibilities Own the definition, launch, and management of ML runs using typed configs and containerized environments.
- •Ensure experiment tracking and provenance by binding checkpoints to code commits, configs, and datasets.
- •Manage checkpoint registry, lineage, and promotion to evaluated artifacts.
- •Implement evaluation in CI pipelines to gate checkpoints based on performance metrics.
- •Respond to incidents for live runs and report goodput against allocated GPU-hours.
- •Requirements Bachelor's degree or equivalent hands-on experience in Computer Science, Engineering, or a related technical field.
- •Strong Python and software engineering skills with CI/CD experience.
- •Experience operating and troubleshooting multi-node training jobs.
- •Ability to build reproducible pipelines end-to-end.
- •Rigorous approach to evaluation methodology.
Required skills
PythonDockerCI/CDGitHub ActionsPyTorchMLflowLinuxGit
Nice-to-have skills
PrometheusGrafana
Domain expertise
ai
Tech stack
PythonDockerMLflowPyTorchGitLinuxPrometheusGrafana