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Senior AI Platform Engineer

hace 3 semanas

Desde casa, México EPAM Systems A tiempo completo

Join our team as a Senior AI Platform Engineer, where you will design, deploy, and maintain next-generation Databricks platforms on AWS to support advanced analytics and machine learning workflows.

You will collaborate closely with data scientists and ML engineers to deliver a seamless developer experience on the Lakehouse. Apply now to contribute to cutting-edge AI infrastructure development.

Responsibilities

  • Design and implement scalable Databricks platform solutions for analytics, ML, and GenAI workflows across development, testing, and production environments
  • Administer and optimize Databricks workspaces including cluster policies, pools, job clusters, autoscaling, and GPU/accelerated compute
  • Implement and manage Unity Catalog governance including metastores, catalogs, schemas, data sharing, masking, lineage, and access controls
  • Build and maintain Infrastructure as Code using Terraform for reproducible platform provisioning and configuration
  • Implement CI/CD pipelines for notebooks, libraries, DLT pipelines, and ML assets using GitHub Actions and Databricks APIs
  • Standardize experiment tracking, model registry workflows, and deploy model serving endpoints with monitoring and rollback capabilities
  • Develop and optimize Delta Lake batch and streaming pipelines using Auto Loader, Structured Streaming, and DLT, enforcing data quality and SLAs
  • Collaborate with cross-functional teams to integrate platform capabilities and ensure best-in-class developer experience
  • Monitor platform performance, troubleshoot issues, and implement improvements to ensure reliability and scalability
  • Maintain documentation and automation runbooks for platform operations and governance
  • Coordinate with security teams to enforce data governance, encryption, and compliance policies
  • Promote best practices for coding, testing, and deployment within the platform engineering team
  • Drive continuous improvement in platform automation and operational efficiency
  • Engage with stakeholders to gather requirements and provide technical guidance
  • Mentor junior engineers and share knowledge of platform technologies

Requirements

  • Proven hands-on experience administering Databricks on AWS including Unity Catalog governance and enterprise integrations, with 3+ years in platform engineering
  • Strong foundation in AWS services such as VPC, IAM, KMS, S3, CloudWatch, and network architecture
  • Proficiency with Terraform including databricks provider, and experience with Infrastructure as Code for cloud resources
  • Advanced Python and SQL skills with experience packaging libraries and managing notebooks and repos
  • Experience with MLflow for experiment tracking, model registry, and familiarity with model serving endpoints
  • Knowledge of Delta Lake, Auto Loader, Structured Streaming, and DLT
  • Experience implementing DevOps automation, CI/CD pipelines, and using GitHub Actions or similar tools
  • Strong Git and GitHub proficiency including code review and branching strategies
  • Familiarity with REST APIs, Databricks CLI, and scripting for automation
  • Excellent communication and stakeholder management skills
  • Ability to work independently and within a distributed team environment
  • Detail-oriented with strong problem-solving and organizational skills
  • English proficiency at B2 (Upper-Intermediate) level or higher

Nice to have

  • Experience with AWS EKS and Kubernetes
  • Familiarity with MLOps practices and pipeline automation
  • Knowledge of attribute-based access control and advanced data governance concepts
  • Experience with Secrets management and SSO/SCIM provisioning
  • Certification in AWS or Databricks platform engineering

We offer

  • Career plan and real growth opportunities
  • Unlimited access to LinkedIn learning solutions
  • International Mobility Plan within 25 countries
  • Constant training, mentoring, online corporate courses, eLearning and more
  • English classes with a certified teacher
  • Support for employee's initiatives (Algorithms club, toastmasters, agile club and more)
  • Enjoyable working environment (Gaming room, napping area, amenities, events, sport teams and more)
  • Flexible work schedule and dress code
  • Collaborate in a multicultural environment and share best practices from around the globe
  • Hired directly by EPAM & 100% under payroll
  • Law benefits (IMSS, INFONAVIT, 25% vacation bonus)
  • Major medical expenses insurance: Life, Major medical expenses with dental & visual coverage (for the employee and direct family members)
  • 13 % employee savings fund, capped to the law limit
  • Grocery coupons
  • 30 days December bonus
  • Employee Stock Purchase Plan
  • 12 vacations days
  • Official Mexican holidays, plus 5 extra holidays (Maundry Thursday and Friday, November 2nd, December 24th & 31st)

EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. We embrace a dynamic and inclusive culture. Here you will collaborate with multi-national teams, contribute to a myriad of innovative projects that deliver the most creative and cutting-edge solutions, and have an opportunity to continuously learn and grow. No matter where you are located, you will join a dedicated, creative, and diverse community that will help you discover your fullest potential.

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