AI/Machine Learning Engineer with Databricks

We are looking for a hands-on AI/Machine Learning Engineer with proven experience deploying and running optimized feature engineering (offline and online), model training, and inference pipelines. Experience with unstructured data processing and Spark Streaming is a must. Real-time feature generation and inference are required for this project, along with batch pipelines for model training. Experience the freedom of remote work from anywhere in Uzbekistan, whether it's the comfort of your home or our modern office in Tashkent. Responsibilities Design 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 production Requirements 3+ years of experience building, deploying, and operating offline and online feature engineering pipelinesStrong experience with model training and real-time inferencing pipelinesHands-on expertise in Databricks, Spark/PySpark, Python, and SQLExperience processing large-scale unstructured dataStrong knowledge of Spark StreamingExperience with real-time feature generation and low-latency model inferenceExperience building and supporting batch pipelines for model training and retrainingProven track record of running production-grade ML systemsEnglish proficiency at B2 level or higher Nice to have Experience with MLflow and MLOpsExperience with AWSBackground in Customer Analytics, Recommendation Systems, or Retail We offer We connect like-minded people:Delivering 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 growth:Leadership 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 teachersDiscounts in local language schools, including offline courses for the Uzbek languageWe cover it all:Monetary bonuses for engaging in the referral programMedical & family care packageFour trust days per year (sick leave without a medical certificate)Discounts for fitness clubs, dance schools and sports programsBenefits 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.