ml engineer for enterprise data

Описание:

EPAM develops enterprise software products, open source solutions, and accelerators. The AI solution enables business users to ask natural-language questions about enterprise data.

Задачи:

• Define, configure, test, and continuously improve AI agents for analytical use cases
• Develop agent instructions, workflows, tools, guardrails, and evaluation criteria
• Build agents primarily within Snowflake
• Integrate agents with semantic models, governed data products, and business metrics
• Evaluate response accuracy, relevance, consistency, security, and business value
• Collaborate with technical teams and business stakeholders to translate requirements into reliable agent capabilities
• Establish documentation, testing standards, monitoring practices, and lifecycle management for agents
• Apply SQL, analytical thinking, and troubleshooting skills to daily work

Требования:

• 5+ Years of experience in data analytics, AI engineering, or related fields
• Practical experience with agent configuration and GenAI-assisted analytics, including analytical solutions that allow users to ask natural-language questions about enterprise data
• Proficiency in SQL and data analysis
• Hands-on experience with Snowflake, including Snowflake Cortex, Cortex Agents, and Cortex Analyst
• Understanding of Snowflake data, security, and access-control concepts
• Ability to understand semantic models, business metrics, and relationships between data entities
• Experience evaluating GenAI outputs and systematically identifying quality gaps
• Strong analytical and problem-solving skills with attention to detail
• Understanding of agent observability, evaluation metrics, automated testing, and cost monitoring
• Ability to communicate technical concepts clearly to technical and business audiences
• English proficiency at a B2+ level
• Nice to have: Knowledge of AWS Bedrock, familiarity with Retrieval-Augmented Generation, embeddings, vector search, and grounding techniques, experience with Python, APIs, and Git, Snowflake or AWS certification.

Условия:

Hybrid role in Poland.