Agility Robotics is looking to build the foundational infrastructure for AI and machine learning operations to power fleet-scale humanoid robotics, enabling perception, planning, and autonomy teams to develop and operationalize machine learning at scale.
Requirements
- 8+ years of software engineering experience or ML infrastructure experience with a demonstrated track record of building data platforms and MLOps pipelines.
- Expertise in modern data platform technologies.
- Significant experience with ML frameworks and orchestration tools (MLflow, WandB, Airflow, Kubeflow, etc.)
- Strong proficiency with cloud-native tooling (AWS, GCP, or Azure), containers, and IaC (e.g., CDK, Terraform)
- Experience working cross-functionally with ML, data, and platform teams.
- Experience with robotics, autonomous vehicles, drones or embedded ML.
Responsibilities
- You will define a long-term vision for ML infra aligning it with company goals and industry best practices
- You will deliver a road map for the development of a level 2 MLOps platform after consulting with AI researchers on our innovation team, perception engineers and other stakeholders in the robotics organization.
- You will partner with data platform engineers to set up and integrate ML workflow orchestration and tracking systems with existing data platform tooling.
- You will design and implement our ML development environment including a secure, scalable workspace for interactive experimentation(JupyterHub etc)
- Develop core infrastructure including a model registry, feature store and experiment tracking tooling.
- Define the CI/CD lifecycle for ML that enable continuous retraining, automated testing, and seamless model delivery to production environments
- Drive adoption of MLOps best practices: reproducibility, lineage, rollback, monitoring and governance.
Other
- Mentor junior engineers and influence the broader cloud platform organization’s roadmap.
- Remote-friendly with a strong engineering culture and a fully distributed team.
- Agility Robotics is committed to a work environment in which all individuals are treated with respect and dignity.
- Agility Robotics prohibits any such discrimination or harassment.
- Agility Robotics does not accept unsolicited referrals from third-party recruiting agencies.
