2 days ago
United Kingdom (city not specified) +2 moreSenior
Responsibilities
- Design, build, and maintain CI/CD pipelines for ML models, data components, and supporting services.
- Promote models, packages, containers, and configuration across development, test, staging, and production environments with appropriate gates and approvals.
- Integrate pipelines with Azure services including Azure DevOps, GitHub Actions, Azure Machine Learning, container registries, Key Vault, and storage.
- Write and maintain Python scripts and tooling for pipeline steps, deployments, and operational tasks.
- Implement authentication and authorization for pipelines using service principals, managed identities, token-based access, secrets management, and least-privilege access.
- Run and support production services through monitoring, alerting, incident response, troubleshooting, and continuous improvement.
- Collaborate with data scientists, ML engineers, and platform teams to operationalize experimental work.
- Document pipelines and operating procedures for use and support by other teams.
Requirements
- Proven production experience with CI/CD processes and tooling.
- Experience designing pipelines that promote artifacts across multiple environments.
- Hands-on experience integrating with Azure services.
- Strong Python skills for scripting and automation.
- Experience building pipeline authentication mechanisms using service principals, managed identities, token-based access, and secrets management.
- Experience running and operationally supporting production services.
- Working knowledge of MLOps concepts including model packaging, versioning, deployment, and monitoring.
- Solid understanding of version control, infrastructure as code, and containerization.
- Clear communication and collaboration skills with data science and engineering teams.
- Hands-on experience with GitHub Copilot is a plus.
- Exposure to enterprise AI adoption strategies, including rollout, enablement, governance, and impact measurement, is a plus.
- Experience with Azure Machine Learning or comparable MLOps platforms is a plus.
- Familiarity with monitoring and observability for ML workloads is a plus.
Benefits
- People-focused culture with investment in employee development and opportunities to thrive.
- The posting provides contact information for the Talent Acquisition team and links to additional company details.
Categories
About Ascent
Ascent Global Logistics provides expedited, time-critical transportation and freight management for shippers, spanning domestic brokerage, international freight forwarding, and managed logistics. The company connects customers to a carrier network through its PEAK digital marketplace and also operates its own cargo airline (USA Jet Airlines) for on-demand air charters. Founded in 2017, Ascent is headquartered in Belleville, Michigan and is privately held by H.I.G. Capital.