4 дня назад
AI/MLOps Lead
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI/MLOps Lead (AI/ML and MLOps): Leading the full machine learning lifecycle from use-case analysis and data preparation through production deployment in regulated federal environments with an accent on model governance, monitoring, and DevSecOps integration. Focus on deploying and governing models across hybrid-cloud and on-premises environments, automating drift detection, and maintaining operational reliability.
Location: Linthicum Heights, Maryland, United States. U.S. Citizenship required; TS/SCI clearance eligibility is preferred. The position is contingent upon contract award.
Company
is an information technology company providing operations management, quality systems, data operations, and cybersecurity services for the Department of Defense and other U.S. federal agencies.
What you will do
- Lead the end-to-end machine learning lifecycle, including use-case analysis, data-readiness assessments, validation, and production operations.
- Execute data cleaning, transformation, structural validation, and custom feature engineering.
- Evaluate, train, select, and tune algorithms against defined mission metrics.
- Deploy validated models into hybrid-cloud and on-premises operational environments.
- Build automated monitoring for model health, performance, and data drift.
- Implement version control, documentation, and DevSecOps/MLOps governance for operational AI assets.
Requirements
- U.S. citizenship is required.
- Hands-on experience managing the complete ML lifecycle from business problem definition through live deployment.
- Experience building data preparation and feature-engineering pipelines.
- Experience implementing MLOps tracking, performance monitoring, and model-drift alerting.
- Knowledge of version-control workflows, containerized model deployment, and DevSecOps pipeline integration.
- TS/SCI clearance eligibility is preferred.
Nice to have
- Experience delivering federal, DoD, or highly regulated/classified AI and data science solutions into production.
- Active TS/SCI security clearance.
Culture & Benefits
- Full benefits package with employee health and dental insurance options.
- Company-paid vision, life, and long- and short-term disability insurance.
- 401(k) plan with company match and no vesting period.
- Training allowance and paid time off.
- Opportunity to work on federal IT infrastructure and advance within the organization.
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