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Senior AI Engineer, Databricks, ML, Spark ML
Job description
We are seeking a Senior AI Engineer to build, test, and deploy ML and GenAI components for asset onboarding, industrial diagnostics, and device analytics on Databricks. The specialist will develop predictive models, anomaly-detection algorithms, RAG pipelines, document extraction, and AI agent capabilities.
Responsibilities
Build, test, and deploy ML and GenAI components on Databricks Develop predictive models for asset onboarding and device analytics Design and implement anomaly-detection algorithms for industrial diagnostics Create RAG pipelines to support intelligent information retrieval Implement document extraction workflows for structured and unstructured data Develop AI agent capabilities to enable advanced automation scenarios Collaborate with cross-functional teams to translate business needs into AI solutions Optimize model performance, scalability, and reliability in production Monitor deployed models and iterate based on performance metrics and feedback Requirements 3+ years of experience in AI/ML engineering and solution delivery Expertise in AI Solution Engineering, including model design and deployment Proficiency in Databricks, Spark ML, and distributed data processing Background in developing predictive models and anomaly-detection algorithms Skills in building RAG pipelines, document extraction, and AI agents Understanding of GenAI concepts and industrial diagnostics use cases Capability to design end-to-end ML workflows from data ingestion to deployment Proficiency in English at an Upper-Intermediate level (B2) or higher
Description copied from EPAM Systems's careers page. Read the full posting before you apply.
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