Lead AI Software Engineer — Generative Microservices on AWS

EPAM Systems; United States; Remote; USD 180,000 - 260,000; Full time

Job summary

EPAM Systems Inc. seeks a Lead AI Software Engineer to design and deliver scalable Python microservices and automation for content generation and marketing workflows.

You will integrate diffusion and generative AI models, connect to Python evaluation harnesses, and deploy containerized services on AWS in a fast-moving Kanban setup. You will collaborate with senior architects to ensure high-throughput AI pipelines, maintain robust, containerized FastAPI workloads, and drive continuous improvement

Qualifications

• 5+ years in software engineering with Python backend development.
• Experience delivering production apps using generative AI, LLMs, and diffusion models.
• Hands-on with asynchronous backends (e.g., FastAPI) and cloud deployment on AWS or GCP.
• Solid background in automated testing, evaluation harnesses, and MLOps in Python.
• Strong proficiency with Python, FastAPI, and AWS or GCP.
• Deep understanding of Generative AI and diffusion models, including image/video generation.
• Knowledge of CI/CD, Docker, and Git.

Responsibilities

• Design, implement, and maintain scalable Python microservices with FastAPI for automated content and marketing material generation.
• Optimize and integrate diffusion models and multimodal generative AI tooling, including image and video generation pipelines.
• Connect generation pipelines to Python-based evaluation harnesses to validate output quality prior to deployment.
• Deploy containerized workloads to cloud infrastructure using Infrastructure as Code.
• Contribute to daily Kanban discussions, backlog grooming, and rapid feature iteration with senior architecture leadership.
• Deliver high-throughput generative AI content pipelines that reduce manual marketing asset creation time.
• Ensure new model versions integrate into the automated Python evaluation harness with zero regression in output quality.
• Maintain stable, containerized FastAPI microservices on cloud infrastructure with robust error handling.

Skills

Python

FastAPI

Generative AI

Diffusion models

AWS/GCP

MLOps

CI/CD

Docker

Git

Asynchronous

Tools

AWS

GCP

Docker

OpenCV

FFmpeg

Terraform

Job description

EPAM Systems Inc. seeks a Lead AI Software Engineer to design and deliver scalable Python microservices and automation for content generation and marketing workflows.

You will integrate diffusion and generative AI models, connect to Python evaluation harnesses, and deploy containerized services on AWS in a fast-moving Kanban setup. You will collaborate with senior architects to ensure high-throughput AI pipelines, maintain robust, containerized FastAPI workloads, and drive continuous improvement