Machine Learning Team Leader – Lead AI Solutions

Our requirements

• 8+ years of experience in Machine Learning or Data Science in production environments.
• 2+ years of direct people management experience.
• Proven expertise in full model lifecycle: data prep, feature engineering, training, evaluation, and deployment.
• Hands-on skills in Python and SQL, with knowledge of frameworks like PyTorch or TensorFlow.
• Experience operating ML workloads within cloud environments, especially GCP.
• Strong decision-making skills based on metrics such as revenue, GMV, and conversion rates.
• Excellent communication skills in English at least at B2 level.

Optional

• Experience in AdTech, recommendation systems, or marketplace ranking at scale.
• Familiarity with CI/CD pipelines, experiment tracking, and feature store integrations.
• Exposure to online inference environments and collaboration with platform teams.
• Background in developing models for pCTR/pCVR prediction.

Your responsibilities

• Lead and ensure on-schedule delivery of high-quality ML scoring solutions, including click and conversion predictions, for sponsored offers.
• Manage training scope for deep learning models, including feature space definition and lifecycle standards.
• Oversee the transition of scoring responsibilities from existing teams, collaborating closely with backend and product stakeholders.
• Provide expert insights into future roadmaps, ensuring alignment with business strategies and technological advancements.
• Drive end-to-end model training initiatives, from data preparation to deployment, ensuring scalability and robustness.
• Collaborate across ML, engineering, and product teams to ensure strategic and operational excellence.
• Maintain and improve cloud-based ML workloads on GCP, utilizing services like Vertex AI, BigQuery, and Cloud Storage.

About the project

This is how we organize our work

This is how we work on a project

• Continuous Deployment
• Continuous Integration

#GETREADY to meet with us!

ITDS’s Whistleblower Procedure

What we offer

• Stable and long-term cooperation with very good conditions
• Enhance your skills and develop your expertise in the financial industry
• Work on the most strategic projects available in the market
• Define your career roadmap and develop yourself in the best and fastest possible way by delivering strategic projects for different clients of ITDS over several years
• Participate in Social Events, training, and work in an international environment
• Access to attractive Medical Package
• Access to Multisport Program
• Access to Pluralsight
• Flexible hours

Benefits

• sharing the costs of sports activities
• private medical care
• flexible working time
• fruits
• integration events
• corporate gym
• saving & investment scheme
• no dress code
• coffee / tea
• drinks
• christmas gifts
• birthday celebration
• sharing the costs of a streaming platform subscription
• access to +100 projects
• access to Pluralsight

Recruitment stages

• 1.
  online interview
• 2.
  online interview

ITDS Polska Sp. z o.o.