Lead AI Engineer
EPAM Systems
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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