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EPAM Systems

AI Platform Engineer - Databricks

EPAM Systems, Villa Espana Colonia, Texas, United States

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AI Platform Engineer - Databricks

role at

EPAM Systems .

We are seeking a hands‑on

AI Platform Engineer

to design, build and operate Databricks‑based data and AI platforms on AWS. You will enhance AI capabilities by leveraging Databricks (Workspace, Unity Catalog, Lakehouse, MLflow), modern cloud services and DevOps/MLOps practices to deliver reliable, secure and scalable platforms.

You will build, deploy and evolve next‑generation platform capabilities at scale, partnering with data scientists, ML engineers and platform teams to deliver a best‑in‑class developer experience on the Lakehouse.

Responsibilities

Design and implement scalable Databricks platform solutions to support analytics, ML and GenAI workflows across environments

Administer and optimize Databricks workspaces

Implement Unity Catalog governance: define metastores, catalogs, schemas, data sharing, row/column masking, lineage and access controls

Build IaC for reproducible platform provisioning and configuration using Terraform

Manage config‑as‑code for cluster policies, jobs, repos, service principals and secret scopes

Implement CI/CD for notebooks, libraries, DLT pipelines and ML assets

Automate testing, quality gates and promotion across workspaces using GitHub Actions and Databricks APIs

Standardize experiment structure, implement model registry workflows and deploy/operate model serving endpoints with monitoring and rollback

Requirements

Hands‑on Databricks administration on AWS, including Unity Catalog governance and enterprise integrations

Strong AWS foundation: networking (VPC, subnets, SGs), IAM roles and policies, KMS, S3, CloudWatch

Proficiency with Terraform (including Databricks provider), GitHub and GitHub Actions

Strong Python and SQL

Experience with MLflow for tracking and model registry

Familiarity with Delta Lake, Auto Loader, Structured Streaming and DLT

Experience implementing DevOps automation and runbooks

Comfort with REST APIs and Databricks CLI

Git and GitHub proficiency

We Offer

Private health insurance

EPAM Employees Stock Purchase Plan

100% paid sick leave

Referral Program

Professional certification

Language courses

EPAM is a leading digital transformation services and product engineering company with 61,700+ EPAMers in 55+ countries and regions. Since 1993, our multidisciplinary teams have been helping make the future real for our clients and communities around the world. In 2018, we opened an office in Spain that quickly grew to over 1,450 EPAMers distributed between the offices in Málaga, Madrid and Cáceres as well as remotely across the country. Here you will collaborate with multinational teams, contribute to numerous innovative projects, and have an opportunity to learn and grow continuously.

Why Join EPAM

WORK AND LIFE BALANCE.

Enjoy more of your personal time with flexible work options, 24 working days of annual leave and paid time off for numerous public holidays.

CONTINUOUS LEARNING CULTURE.

Craft your personal Career Development Plan to align with your learning objectives. Take advantage of internal training, mentorship, sponsored certifications and LinkedIn courses.

CLEAR AND DIFFERENT CAREER PATHS.

Grow in engineering or managerial direction to become a People Manager, in‑depth technical specialist, Solution Architect, or Project/Delivery Manager.

STRONG PROFESSIONAL COMMUNITY.

Join a global EPAM community of highly skilled experts and connect with them to solve challenges, exchange ideas, share expertise and make friends.

Seniority level Mid‑Senior level

Employment type Full‑time

Job function Engineering, Information Technology, and Research

Industries Software Development and IT Services and IT Consulting

Referrals increase your chances of interviewing at EPAM Systems by 2x.

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