Head of ML & MLOps - Remote Production AI Platform Lead

Traffit; Kraków; Remote; PLN 260,000 - 420,000; Full time

Benefits offered by this job

Private medical care

Sports card

Training courses

Fully remote work

Job summary

People More seeks a Head of Machine Learning & MLOps to build and lead the ML/ MLOps function for an international client base. The role covers production-grade ML platforms, governance, and responsible AI, with a strong emphasis on credit-scoring and model risk alignment.

The position offers a fully remote setup (office in Krakow optional) and a leadership role with business accountability, budget planning, and ROI impact.

Qualifications

• Proven experience in building and managing Machine Learning and MLOps teams.
• Strong technical background in machine learning and experience across the full ML lifecycle.
• Hands-on understanding of ML models, data pipelines, model serving, and production ML infrastructure.
• Experience building and operating production-grade ML platforms.
• Experience developing credit-scoring, underwriting, or other high-stakes decisioning models.
• Strong knowledge of model-risk management, responsible AI, explainability, and governance.
• Experience leading ML teams in regulated industries or environments.
• Ability to establish technical standards, validation processes, and reliable ML engineering practices.

Responsibilities

• Build and lead the ML & MLOps team from the ground up, including recruitment and engineering standards.
• Develop a modern, production-ready ML platform covering model serving, monitoring, reproducibility, and automated retraining.
• Design and oversee credit-scoring and decisioning models with validation and explainability.
• Establish model development standards and validation methodologies aligned with regulations.
• Design agentic ML systems with orchestration, guardrails, automated evaluations, and human-in-the-loop checkpoints.

Skills

Leadership

ML lifecycle

MLOps

Credit-scoring

Governance

Agentic AI

CI-based evaluations

Production ML infra

English

Polish

Job description

People More seeks a Head of Machine Learning & MLOps to build and lead the ML/ MLOps function for an international client base. The role covers production-grade ML platforms, governance, and responsible AI, with a strong emphasis on credit-scoring and model risk alignment.

The position offers a fully remote setup (office in Krakow optional) and a leadership role with business accountability, budget planning, and ROI impact.