MLOps Platform Engineer — Cloud, Pipelines & Global Impact

EPAM Systems; Colombia; Hybrid; COP 90,000,000 - 130,000,000; Full time

Benefits offered by this job

Healthcare benefits

Paid time off and sick leave

Upskilling and certification courses

LinkedIn Learning access

Global career opportunities

Volunteer opportunities

EPAM Employee Groups

Job summary

EPAM Systems seeks an MLOps Platform Engineer to help transform systems to the cloud, optimize costs, and improve availability for real estate analytics. You will work on end-to-end ML lifecycle support, data solutions, and automated ML pipelines across global teams.

The role requires strong Python skills, Vertex AI proficiency, and familiarity with GCP, Terraform, and Jenkins, with English proficiency at least at B2 level. EPAM offers global career opportunities and ongoing upskilling.

Qualifications

• 2+ years in cloud infrastructure or similar role.
• Strong Python proficiency.
• Experience with Google Vertex AI and Vertex AI Pipelines.
• Familiarity with Terraform and Jenkins.
• Background in monitoring ML models.
• Knowledge of Google Cloud Platform (GCP) preferred.
• English at B2 level or higher.

Responsibilities

• Understand the ML systems lifecycle to support end-to-end delivery.
• Frame ML problems from business objectives.
• Develop data solutions tailored to business and technical requirements.
• Handle data preparation and processing for model readiness.
• Lead model training and experimentation efforts.
• Build and automate ML pipelines.
• Deploy models to production system.
• Monitor, optimize, and maintain models post-deployment.

Skills

Python

ML Pipelines

GCP Knowledge

English Proficiency

Monitoring ML models

Cloud Infra Engineering

Tools

Google Vertex AI

Vertex AI Pipelines

Terraform

Jenkins

Job description

EPAM Systems seeks an MLOps Platform Engineer to help transform systems to the cloud, optimize costs, and improve availability for real estate analytics. You will work on end-to-end ML lifecycle support, data solutions, and automated ML pipelines across global teams.

The role requires strong Python skills, Vertex AI proficiency, and familiarity with GCP, Terraform, and Jenkins, with English proficiency at least at B2 level. EPAM offers global career opportunities and ongoing upskilling.