AI/ML Operationalization Specialist
GH Office: Tysons Corner, VA (Headquarters), United States
R
USD 98K-163K Mid-level Full Time
Tasks
- Deploy machine learning models using CI CD
- Design build and optimize data and machine learning pipelines
- Harden machine learning workflows with federal cybersecurity controls
- Implement model monitoring performance dashboards drift detection logging and alerting
- Maintain documentation and configuration management for machine learning operations
- Operationalize machine learning models into secure production environments
- Troubleshoot production issues and optimize system performance
Perks/Benefits
- 401k retirement plan
- Basic Life and Supplemental Life
- Dental vision dependent care flexible spending accounts
- Disability insurance
- Employee referral program
- Flexible spending accounts
- Health savings account
- Life insurance
- Long-term disability
- Medical/Dental/Vision insurance
- Mobility stipend
- Parental leave
- Personal Development and Learning Opportunities
- Short-term disability
- Student loan paydown
- Tuition reimbursement
Skills/Tech-stack
Alerting | Azure DevOps | CI/CD | Cloud deployment | Containers | Databricks | Delta Lake | Drift Detection | Feature Store | GitLab | Kubernetes | Logging | MLOps | MLflow | Model Registry | Monitoring | NIST | Observability | Python | RMF | Scala | Spark | Workflow Orchestration | Zero Trust
Education
N/A
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