Senior AI Platform Engineer - Databricks & Real-Time ML

EPAM Systems Inc; Turkey; On-site; TRY 4,496,000 - 8,492,000; Full time

Job summary

EPAM Systems Inc in Turkey is seeking a Senior AI Solution Engineer to design, deploy, and operate production-grade ML systems. You will build streaming pipelines, enable real-time feature generation and model serving, and ensure reliability at scale using Databricks, Spark/PySpark, Python, and SQL.

The role focuses on both offline and online feature pipelines, with experience in building scalable data and ML workflows.

Qualifications

• 5+ years of experience building, deploying, and operating offline and online feature engineering pipelines.
• Experience with real-time feature generation and low-latency model inference.
• Proficiency in Databricks, Spark/PySpark, Python, and SQL.
• Knowledge of Spark Streaming and production ML systems.

Responsibilities

• Design and optimize feature engineering pipelines for batch and real-time workloads.
• Build, deploy, and maintain scalable model training and inference pipelines.
• Operate production ML systems ensuring reliability and scalability.
• Support and optimize batch pipelines for model training and retraining.

Skills

Data Engineering

Machine Learning

Real-time processing

Streaming pipelines

Tools

Databricks

Spark/PySpark

Python

SQL

Spark Streaming

MLflow

AWS

Job description

EPAM Systems Inc in Turkey is seeking a Senior AI Solution Engineer to design, deploy, and operate production-grade ML systems. You will build streaming pipelines, enable real-time feature generation and model serving, and ensure reliability at scale using Databricks, Spark/PySpark, Python, and SQL.

The role focuses on both offline and online feature pipelines, with experience in building scalable data and ML workflows.