Senior AI Engineer with Databricks

EPAM Systems Inc
  • Atlanta, GA
    6 days ago

    Job Description

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    Senior AI Engineer with Databricks

    Remote in Georgia, & 4 others

    AI Solution Engineering& 9 others

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    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

    Numbers & Facts

    LocationAtlanta, GA

    Skills

    • Amazon Web Services (AWS)unmatched
    • Artificial Intelligence (AI)unmatched
    • English Languageunmatched
    • Machine Learningunmatched
    • Production Machiningunmatched
    • Production Systemsunmatched
    • Retailunmatched
    • Structured Dataunmatched
    • Systems Maintenanceunmatched
    • Unstructured Dataunmatched

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