Lead AI Solution Engineer - Databricks & Real-Time ML

EPAM Systems Inc; Turkey; Presencial; TRY 7.493.000 - 9.491.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Extra leave days

Referral bonuses

Private health insurance

Well-being events

IT Equipment

Descripción de la vacante

EPAM Systems Inc is seeking a Lead AI Solution Engineer to architect, launch, and manage production-grade ML systems. You will work hands-on as a Data/ML Engineer, delivering real-time and batch ML solutions and building streaming pipelines with Spark Streaming.

The role focuses on scalable feature engineering, model training and inference pipelines, and ensuring reliability and low-latency performance in production.

Formación

• 7+ years of experience building, deploying, and operating offline and online feature engineering pipelines.
• Proficiency in Databricks, Spark/PySpark, Python, and SQL.
• Expertise in model training and real-time inferencing pipelines.
• Experience processing large-scale unstructured data.
• 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 exposure to MLflow and established MLOps workflows; hands-on AWS background; prior work in Customer Analytics, Recommendation Systems, or Retail industries.

Responsabilidades

• 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 to ensure consistent performance.

Conocimientos

Databricks

Spark/PySpark

Python

SQL

Real-time inference

Feature engineering

MLOps

MLflow

Herramientas

Spark Streaming

AWS

Descripción del empleo

EPAM Systems Inc is seeking a Lead AI Solution Engineer to architect, launch, and manage production-grade ML systems. You will work hands-on as a Data/ML Engineer, delivering real-time and batch ML solutions and building streaming pipelines with Spark Streaming.

The role focuses on scalable feature engineering, model training and inference pipelines, and ensuring reliability and low-latency performance in production.