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EPAM
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Senior AI Engineer/ Databricks, Machine Learning

EPAMKazakhstan; Kyrgyzstan; Uzbekistan; Armenia; Georgia
Work model
Remote
Experience
3+ years
Employment
Not specified
Compensation
Not disclosed
Technology signal
12 tags

Technology context

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Role description

We are looking for a Senior AI Engineer who will construct, validate, and implement ML and GenAI components supporting asset onboarding, industrial diagnostics, and device analytics using Databricks. This professional will create predictive models, anomaly-detection algorithms, RAG pipelines, document extraction systems, and AI agent functionalities.

Responsibilities

  • Construct, validate, and implement ML and GenAI components using Databricks
  • Design predictive models supporting asset onboarding and device analytics
  • Architect and build anomaly-detection algorithms for industrial diagnostics
  • Develop RAG pipelines that enable intelligent information retrieval
  • Build document extraction workflows handling both structured and unstructured data
  • Create AI agent functionalities that support advanced automation use cases
  • Work with cross-functional teams to convert business requirements into AI solutions
  • Enhance model performance, scalability, and reliability within production environments
  • Track deployed models and refine them based on performance data and user feedback

Requirements

  • Minimum 3 years working in AI/ML engineering and solution delivery
  • Strong background in AI Solution Engineering, covering model design and deployment
  • Skilled in Databricks, Spark ML, and distributed data processing systems
  • Experience creating predictive models and anomaly-detection algorithms
  • Competency in constructing RAG pipelines, document extraction, and AI agents
  • Familiarity with GenAI principles and industrial diagnostics applications
  • Ability to architect complete ML workflows spanning data ingestion through deployment
  • English language proficiency at Upper-Intermediate (B2) level or above