Senior AI Engineer, Databricks, ML, Spark ML

EPAM Systems, Inc.; Turkey; On-site; TRY 4,420,000 - 6,876,000; Full time

Benefits offered by this job

Upskilling programs

Mentoring programs

Learning platforms

English courses

Private health insurance

Well-being events

Referral bonuses

Extra leave days

Job summary

EPAM Systems, Inc. seeks a Senior AI Engineer to build, test, and deploy ML and GenAI components on Databricks for asset onboarding, industrial diagnostics, and device analytics.

You will design predictive models, anomaly-detection algorithms, and RAG pipelines, with document extraction and AI agent capabilities driving automated workflows. English proficiency at B2+ is required.

Qualifications

• 3+ years of 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.

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.

Skills

AI/ML engineering

Predictive modeling

Anomaly detection

RAG pipelines

Document extraction

AI agents

GenAI concepts

English proficiency (B2+)

Tools

Databricks

Spark ML

ML Pipelines

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.ResponsibilitiesBuild, test, and deploy ML and GenAI components on DatabricksDevelop predictive models for asset onboarding and device analyticsDesign and implement anomaly-detection algorithms for industrial diagnosticsCreate RAG pipelines to support intelligent information retrievalImplement document extraction workflows for structured and unstructured dataDevelop AI agent capabilities to enable advanced automation scenariosCollaborate with cross-functional teams to translate business needs into AI solutionsOptimize model performance, scalability, and reliability in productionMonitor deployed models and iterate based on performance metrics and feedbackRequirements3+ years of experience in AI/ML engineering and solution deliveryExpertise in AI Solution Engineering, including model design and deploymentProficiency in Databricks, Spark ML, and distributed data processingBackground in developing predictive models and anomaly-detection algorithmsSkills in building RAG pipelines, document extraction, and AI agentsUnderstanding of GenAI concepts and industrial diagnostics use casesCapability to design end-to-end ML workflows from data ingestion to deploymentProficiency in English at an Upper-Intermediate level (B2) or higherWe offerCONTINUOUS UPSKILLING, LEARNING & DEVELOPMENTDiversity of tasks and projectsAssessment center for objective review of competency levelPersonal development planMentoring programs and leadership developmentCertification and professional development supportAccess to learning platforms including more than 2,500 internal coursesEnglish courses taught by certified teachersCORPORATE BENEFITSExtra leave daysReferral bonusesCOMPENSATION PACKAGECompetitive compensation paid in USDRegular salary and performance reviewsMEDICAL & HEALTHCAREPrivate health insuranceWell-being eventsWORKING ENVIRONMENTRecreation areas and kitchensTea, coffee and snacksSports equipment and game consolesIT EquipmentMicrosoft’s Software Assurance Home Use Program (HUP)Please note that our Talent Attraction Team reviews applications and CVs submitted in English.EPAM is global leader in AI transformation engineering and integrated consulting, serving Forbes Global 2000 companies and ambitious startups. With over thirty years of expertise in custom software, product and platform engineering, we empower our clients to become AI-Native enterprises, driving measurable value from innovation and digital investments.