AI Delivery Lead: Enterprise MLOps & GenAI Production

Seargin; Polska; On-site; PLN 180,000 - 240,000; Full time

Job summary

Seargin is seeking an experienced AI Delivery & MLOps Manager to oversee the delivery and operationalization of AI products across enterprise environments. The role merges AI program management, MLOps/LLMOps, production operations, governance, and cross‑functional leadership to move AI solutions from experimentation into reliable production.

You will lead cross‑functional teams, establish CI/CD for AI workloads, drive production readiness, monitor reliability, and track KPIs to quantify business

Qualifications

• Proven experience in AI Delivery, AI Program Management, or Enterprise AI transformation.
• Hands-on knowledge of CI/CD processes and release management for AI/ML and GenAI workloads.
• Experience coordinating cross-functional and international teams across engineering, architecture, security, compliance, data, and business functions.
• Strong governance and enterprise delivery framework knowledge.
• Ability to manage transition of AI from PoC/pilot to production.

Responsibilities

• Manage the end-to-end delivery lifecycle of AI products and solutions across multiple teams and workstreams.
• Establish and govern CI/CD processes for AI, MLOps, and GenAI workloads, ensuring efficient releases.
• Drive production readiness and ensure reliable deployment and continuous availability of AI solutions.
• Lead scalability and performance optimization across AI platforms and production workloads.
• Implement monitoring and operational processes to improve reliability and service quality.
• Define and track delivery KPIs and operational metrics to show business value.
• Coordinate cross-functional stakeholders across engineering, architecture, security, compliance, data, and business teams.
• Manage delivery risks, dependencies, release planning, and governance across enterprise AI initiatives.
• Drive AI delivery governance and operational excellence with standard processes.

Skills

AI Delivery

AI Program Management

MLOps

LLMOps

CI/CD for AI/ML

GenAI workloads

Production Operations

Governance

Cross-functional Leadership

KPIs & Metrics

Tools

CI/CD Tools

Job description

Seargin is seeking an experienced AI Delivery & MLOps Manager to oversee the delivery and operationalization of AI products across enterprise environments. The role merges AI program management, MLOps/LLMOps, production operations, governance, and cross‑functional leadership to move AI solutions from experimentation into reliable production.

You will lead cross‑functional teams, establish CI/CD for AI workloads, drive production readiness, monitor reliability, and track KPIs to quantify business