Senior Data Engineer, AI
EPAM Systems
Job description
About the role
We are seeking a Senior Data Engineer with AI expertise to join a fast‑moving team supporting an insurance client. The position focuses on turning data‑science experiments into production‑grade, governed AI solutions that integrate seamlessly with business workflows.
Key responsibilities
- Design and implement AI workflows that combine models, prompts, enterprise data, tools and business logic.
- Develop and maintain prompt‑engineering strategies, including versioning, testing and optimization.
- Build orchestration layers for multi‑step reasoning, decisioning and action execution.
- Integrate AI capabilities into enterprise systems, APIs and user interfaces while applying safety guardrails.
- Create and manage production‑grade AI deployment pipelines ensuring reliability, scalability, latency optimisation and cost efficiency.
- Implement monitoring, observability and drift detection for AI services.
- Establish change‑control, versioning, rollback and release‑management practices.
- Collaborate with data scientists, actuaries and business stakeholders to validate model behaviour and outputs.
Required profile
- 3+ years of experience in data engineering or AI engineering.
- Strong knowledge of MLOps practices and tools.
- Proficiency in machine‑learning concepts and model lifecycle management.
- Advanced programming skills in Python.
- Hands‑on experience with generative AI solutions and prompt engineering.
- Solid understanding of SQL and data manipulation techniques.
- Experience integrating AI capabilities into enterprise systems and APIs.
- Familiarity with monitoring, observability and governance for AI systems.
- Ability to work in large enterprise data ecosystems.
- Strong problem‑solving and communication skills; English B2 level or higher.
Required skills
- Python
- SQL
- Apache Spark
- PySpark
- Machine Learning
- MLOps
- Prompt Engineering
- Generative AI
- Natural Language Processing (NLP)
- Large Language Models (LLMs)
- Retrieval‑Augmented Generation techniques
What we offer
- Fully remote work from any location in Armenia.
- Opportunities to work abroad up to two months per year.
- Access to corporate and social events across 55+ countries.
- Investment in professional growth and leadership development.
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