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ES

Senior AI Engineer with Databricks

EPAM Systems
  • πŸ‡ΊπŸ‡Έ United States | πŸ‡¦πŸ‡² Armenia | πŸ‡°πŸ‡Ώ Kazakhstan | πŸ‡°πŸ‡¬ Kyrgyzstan | πŸ‡ΊπŸ‡Ώ Uzbekistan
  • Remote
  • Senior
  • 13 hours ago
  • AI
  • Databricks
  • Machine Learning
  • PySpark
  • Python
  • SQL
  • MLflow
  • MLOps
  • AWS
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We are seeking aSenior 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

Senior AI Engineer with Databricks Β· EPAM Systems

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