Senior AI Solution Engineer with Databricks, ML

We are seeking a Senior AI Solution Engineer with expertise in Databricks and Machine Learning to design, deploy, and operate production-grade ML systems. The ideal candidate is a hands-on Data Engineer / Machine Learning Engineer with a proven track record of delivering real-time and batch ML solutions, strong capability to build streaming pipelines, and experience ensuring the reliability and scalability of ML systems in production environments.Experience the freedom of remote work from anywhere in Georgia, whether from the comfort of your home, our modern offices in Tbilisi and Batumi or a coworking space in Kutaisi.ResponsibilitiesDesign and optimize feature engineering pipelines for both batch and real-time workloadsBuild, deploy, and maintain scalable model training and inference pipelinesProcess structured and unstructured data at scaleDevelop streaming solutions using Spark StreamingEnable real-time feature generation and model servingEnsure reliability, scalability, and performance of ML solutions in productionSupport batch pipelines for model training and retrainingOperate and maintain production ML systems to ensure consistent performanceRequirements5+ years of experience building, deploying, and operating offline and online feature engineering pipelinesProficiency in Databricks, Spark/PySpark, Python, and SQLExpertise in model training and real-time inferencing pipelinesExperience processing large-scale unstructured dataKnowledge of Spark StreamingExperience with real-time feature generation and low-latency model inferenceProven track record of running production-grade ML systemsEnglish proficiency at B2 level or higherNice to haveFamiliarity with MLflow and MLOps practicesExperience with AWSBackground in Customer Analytics, Recommendation Systems, or RetailWe offerWe connect like-minded peopleDelivering innovative solutions to industry leaders, making a global impactEnjoyable working environment, whether it is the vibrant office or the comfort of your own homeOpportunity to work abroad for up to two months per yearRelocation opportunities within our offices in 55+ countriesCorporate and social eventsWe invest in your growthLeadership development, career advising, soft skills and well-being programsCertifications, including GCP, Azure and AWSUnlimited access to EPAM's internal learning databaseFree English classes with certified teachersWe cover it allParticipation in the Employee Stock Purchase PlanMonetary bonuses for engaging in the referral programComprehensive medical & family care packageFive trust days per year (sick leave without a medical certificate)Benefits package (sports activities, a variety of stores and services)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.