We are seeking a Data Engineer to join a team developing an MLOps platform that automates machine learning model development, deployment, and feature engineering. The featureOps component of the platform leverages Azure Databricks, Azure Data Factory, and Azure DevOps to build a CI/CD pipeline that feeds the Databricks Feature Store, with generated features used for ML model development in Model Lab.ResponsibilitiesMigrate existing Spark feature engineering pipelines to AzureCollaborate with the team to identify and develop a forecasting modelSupport the deployment of the developed machine learning model to productionContribute to the design and development of the CI/CD pipeline feeding the Databricks Feature StoreWork closely with Data Scientists and engineers to align feature engineering with ML model requirementsEnsure the reliability and scalability of data pipelines across the platformTroubleshoot and optimize existing Spark-based workflows during migrationRequirements2+ years of experience working with PySparkStrong background in Data Science core skillsProficiency in feature engineering and machine learning pipeline developmentExperience migrating data pipelines to cloud environmentsEnglish proficiency at B2 level or higherNice to haveFamiliarity with MLflow and DockerKnowledge of Azure Kubernetes Services, Azure Data Factory, and Azure DatabricksUnderstanding of ML model deployment practicesWe offerInternational projects with top brandsWork with integral teams of highly skilled, diverse peersHealthcare benefitsEmployee financial programsPaid time off and sick leaveUpskilling, reskilling and certification coursesUnlimited access to the LinkedIn Learning library and 22,000+ coursesGlobal career opportunitiesVolunteer and community involvement opportunitiesEPAM Employee GroupsAward-winning culture recognized by Glassdoor, Newsweek and LinkedInEPAM is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, sexual orientation, gender identity or expression, disability, protected veteran status, or any other characteristic protected by applicable law.
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📌 Data Engineer (Santiago Mexquititlán Barrio 1ro.)
🏢 Epam Systems
📍 Santiago Mexquititlán Barrio 1ro.