Senior AI Engineer/ Databricks, Machine Learning

EPAM Systems, Inc.; Turkey; On-site; TRY 4,420,000 - 7,367,000; Full time

Benefits offered by this job

Private health insurance

Extra leave days

Referral bonuses

Mentoring programs

Job summary

EPAM Systems, Inc. is seeking a Senior AI Engineer to build ML and GenAI components on Databricks for asset onboarding, diagnostics, and device analytics. You will craft predictive models, anomaly detectors, RAG pipelines, and AI agent features to enable advanced automation.

You will collaborate with cross-functional teams to translate business needs into scalable AI solutions, while monitoring production performance and reliability.

Qualifications

• Minimum 3 years in AI/ML engineering and solution delivery.
• Experience with AI solution engineering, including model design and deployment.
• Familiarity with GenAI, industrial diagnostics, and RAG pipelines.

Responsibilities

• Construct, validate, and implement ML and GenAI components using Databricks.
• Design predictive models for asset onboarding and device analytics.
• Architect anomaly-detection algorithms for industrial diagnostics.
• Develop RAG pipelines for intelligent information retrieval.
• Build document extraction workflows for structured and unstructured data.
• Create AI agent functionalities to support advanced automation.
• Collaborate with cross-functional teams to translate business requirements into AI solutions.
• Improve model performance, scalability, and production reliability.
• Monitor deployed models and refine them using performance data and user feedback.

Skills

Databricks

Spark ML

ML model deployment

GenAI applications

Anomaly detection

RAG pipelines

Document extraction

English proficiency (B2+)

Tools

Distributed data processing

Spark ecosystem

Job 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.ResponsibilitiesConstruct, validate, and implement ML and GenAI components using DatabricksDesign predictive models supporting asset onboarding and device analyticsArchitect and build anomaly-detection algorithms for industrial diagnosticsDevelop RAG pipelines that enable intelligent information retrievalBuild document extraction workflows handling both structured and unstructured dataCreate AI agent functionalities that support advanced automation use casesWork with cross-functional teams to convert business requirements into AI solutionsEnhance model performance, scalability, and reliability within production environmentsTrack deployed models and refine them based on performance data and user feedbackRequirementsMinimum 3 years working in AI/ML engineering and solution deliveryStrong background in AI Solution Engineering, covering model design and deploymentSkilled in Databricks, Spark ML, and distributed data processing systemsExperience creating predictive models and anomaly-detection algorithmsCompetency in constructing RAG pipelines, document extraction, and AI agentsFamiliarity with GenAI principles and industrial diagnostics applicationsAbility to architect complete ML workflows spanning data ingestion through deploymentEnglish language proficiency at Upper-Intermediate (B2) level or aboveWe 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.