Lead Production ML Engineer & LLMOps Architect

SoftServe; Polska; On-site; PLN 583,000 - 738,000; Full time

Job summary

SoftServe is seeking a senior ML engineer to set the technical direction for ML engineering and oversee production-grade AI systems. You will lead cross-functional teams, shape ML strategy, and drive LLMOps pipelines and multimodal solutions for world-leading clients.

You will mentor ML engineers, advance agentic AI capabilities, and ensure scalable, secure cloud infrastructure across AWS, Azure, or GCP. Strong Python and English skills are essential.

Qualifications

• Advanced degree in computer science or related field.
• Proven track record building production ML systems.
• Experience with LLMOps and experiment tracking tools.

Responsibilities

• Define technical standards and architecture for end-to-end ML systems.
• Oversee production-grade ML pipelines and observability.
• Lead cross-functional teams with data scientists and engineers.
• Architect multi-agent systems for production use cases.
• Improve CI/CD/CT, cloud infra, and security practices.
• Mentor ML engineers and promote engineering excellence.
• Contribute to strategic ML initiatives and client engagements.

Skills

Python proficiency

LLMOps

AgentOps

Cloud platforms

Mentoring

Stakeholder management

English communication

Education

Master’s degree in CS or related

Tools

MLflow

LangSmith

Langfuse

Weights & Biases

LangGraph

CrewAI

Job description

SoftServe is seeking a senior ML engineer to set the technical direction for ML engineering and oversee production-grade AI systems. You will lead cross-functional teams, shape ML strategy, and drive LLMOps pipelines and multimodal solutions for world-leading clients.

You will mentor ML engineers, advance agentic AI capabilities, and ensure scalable, secure cloud infrastructure across AWS, Azure, or GCP. Strong Python and English skills are essential.