





Strong employer brand, metro locations, and a mid-level generalist DevOps profile increase applicant competition.
Medium because core DevOps skills transfer across industries, but managed-services and LLM infra needs narrow domain experience.
High due to explicit years requirement, mandatory AWS certification, and specific Docker/Kubernetes/AWS/IaC skills.
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Lead transition and management of outsourced services to improve client operations and efficiency.
Design, develop, and implement automation frameworks and workflow solutions for business process improvement.
Collaborate with delivery teams on continuous process improvements and service level management to meet client expectations.
Bachelor's degree required.
Minimum 2 years of work experience.
Strong hands-on DevOps/platform engineering experience with Docker, Kubernetes, CI/CD, release automation, and AWS.
AWS Certified Solutions Architect – Associate or AWS Certified DevOps Engineer – Associate certification required.
Experienced in production deployment and management of AI/LLM applications including model serving and retrieval augmented generation infrastructure.
Skilled in infrastructure as code, scripting (Python/Bash), and integrating automation within diverse client security and networking environments.
Capable of driving operational performance through automation framework design and continuous process improvement within managed services context.