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Lead AI Engineer

EPAM Systems

New
Senior 🇬🇧 English
deep learning neural networks transformers feature stores model registries experiment tracking real-time pipelines

Job description

About the role

We are seeking a Lead AI Engineer to own the end‑to‑end delivery of machine‑learning solutions, from problem definition and data acquisition to production deployment and ongoing monitoring.

Key responsibilities

  • Lead the full ML system lifecycle: problem formulation, data collection, feature engineering, model training, evaluation, deployment, and monitoring.
  • Design and implement scalable batch and real‑time ML architectures supporting large‑scale structured and unstructured data.
  • Build and ship production‑grade models such as recommendation, ranking, forecasting, and classification/regression systems.
  • Create and maintain feature stores, model registries, and experiment‑tracking platforms.
  • Optimize models for latency, scalability, reliability, and cost efficiency.
  • Partner with engineering, product, and business teams to define KPIs and success metrics.

Required profile

  • 5+ years of experience building and deploying ML systems in production.
  • Hands‑on expertise designing scalable batch and real‑time pipelines.
  • Strong ability to work with large‑scale clickstream, transactional, text, and image datasets.
  • Proven track record developing recommendation, ranking, forecasting, and classification/regression models.
  • Deep understanding of neural networks, transformers, and representation learning.
  • English proficiency at B2 level or higher.

Required skills

  • Machine learning system design
  • Deep learning techniques (neural networks, transformers)
  • Feature store implementation
  • Model registry and experiment tracking
  • Batch and real‑time data pipelines

What we offer

  • International projects with top brands
  • Global teams of diverse, highly skilled peers
  • Healthcare benefits and employee financial programs
  • Paid time off, sick leave, and upskilling opportunities
  • Unlimited access to LinkedIn Learning library (22,000+ courses)
  • Global career growth and volunteer opportunities

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Published 1 day ago

Expires 1 month from now

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EPAM Systems