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Senior AI Engineer with Databricks

EPAM·Salary not specified

Primary stack

Machine LearningMLflowDatabricksAICI/CDGitAPIAmazon DynamoDB

Nice to have's

MLflowAWSCustomer AnalyticsRecommendation SystemsRetail

Job description

About the Position

We are seeking a Senior AI Engineer with Databricks to design, deploy, and operate production-grade machine learning systems, with a strong focus on feature engineering, model training, and real-time inference pipelines.

Responsibilities

  • Design and optimize feature engineering pipelines for both batch and real-time workloads
  • Build, deploy, and maintain scalable model training and inference pipelines
  • Process structured and unstructured data at scale
  • Develop streaming solutions using Spark Streaming
  • Enable real-time feature generation and model serving
  • Ensure reliability, scalability, and performance of ML solutions in production
  • Support batch pipelines for model training and retraining
  • Operate and maintain production ML systems with a strong track record of delivery

Requirements

  • 5+ years of experience building, deploying, and operating offline and online feature engineering pipelines
  • Strong experience with model training and real-time inferencing pipelines
  • Hands-on expertise in Databricks, Spark/PySpark, Python, and SQL
  • Experience processing large-scale unstructured data
  • Strong knowledge of Spark Streaming
  • Experience with real-time feature generation and low-latency model inference
  • Proven track record of running production-grade ML systems
  • English proficiency at B2 level or higher

Nice to Have

  • Experience with MLflow and MLOps practices
  • Familiarity with AWS
  • Background in Customer Analytics, Recommendation Systems, or Retail

We Offer

  • Continuous Upskilling, Learning & Development

    • Diversity of tasks and projects
    • Assessment center for objective review of competency level
    • Personal development plan
    • Mentoring programs and leadership development
    • Certification and professional development support
    • Access to learning platforms including more than 2,500 internal courses
    • English courses taught by certified teachers
  • Corporate Benefits

    • Extra leave days
    • Referral bonuses
  • Compensation Package

    • Competitive compensation paid in USD
    • Regular salary and performance reviews
  • Medical & Healthcare

    • Private health insurance
    • Well-being events
  • Working Environment

    • Recreation areas and kitchens
    • Tea, coffee, and snacks
    • Sports equipment and game consoles
    • IT Equipment
    • Microsoft’s Software Assurance Home Use Program (HUP)

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