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Strong Tier-1 brand, mid-level experience and metro locations increase applicant competition.
Specialized MLOps/LLMOps and cloud infrastructure skills limit cross-industry transferability.
Explicit 5+ years and mandatory MLOps, cloud, CI/CD, and security skills make hiring filters strict.
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Manage and optimize managed services processes to improve client operations and efficiency.
Lead the transition and execution of service delivery teams ensuring alignment with client objectives and oversee delivery timelines and risks.
Design and develop automation frameworks while implementing continuous improvement strategies and providing actionable insights from data analysis.
Hands-on experience in ML Ops/LLM Ops including AWS Cloud & Infrastructure, DevOps & CI/CD, model & artifact versioning, secure deployments, and observability.
Bachelor's degree required.
Minimum 5 years of relevant work experience.
Proficiency in oral and written English required.
Experienced in automation framework design and business process automation within managed services.
Skilled in operational performance management and navigating complex, ambiguous situations using analytical and critical thinking.
Able to build and maintain meaningful client relationships and anticipate both team and client needs effectively.