Machine Learning Engineer
- DevCare Solutions
29 Days Ago
120000-125000 per Annum
NA
Columbus-OH
5-15 Years
Required Skills: MLflow, Metaflow, Machine Learning
Job Description
Responsibilities
- Build and maintain secure, scalable infrastructure for ML model training, testing, and deployment using open-source tools.
- Create reusable deployment templates that standardize the path to production across teams.
- Translate prototype models into resilient, monitored, and observable production systems.
- Implement guardrails and controls that ensure compliance with internal standards (e.g., SR 11-7, ISO 42001).
- Partner with data scientists to simplify onboarding to platform capabilities.
- Establish CI/CD pipelines with hooks for testing, scanning, and validation of model code and artifacts.
- Serve as a technical lead for cross-functional delivery efforts involving model onboarding and platform integration.
Required Qualifications
- 6+ years of experience in software, data, or ML engineering roles.
- Strong hands-on experience with tools like MLflow, Meta flow, Airflow, or similar orchestration frameworks.
- Production experience with Kubernetes, Docker, and Helm.
- Deep understanding of Python and software engineering best practices.
- Experience implementing CI/CD pipelines and infrastructure-as-code in a cloud or hybrid environment.
