Machine Learning Engineer

EXL; Gurugram District, Bengaluru; Hybrid; INR 900,000 - 1,500,000; Full time

Job summary

EXL in Gurugram seeks an ML engineering specialist skilled in building and operating ML pipelines, leveraging MLOps and CI/CD tools to automate deployment and monitoring processes.

The candidate should be proficient in Python and PySpark for data processing and model workflows, with hands-on Docker and Kubernetes experience, and comfort with Git workflows and cloud platforms such as AWS, Azure, or GCP.

Qualifications

• MLOps and CI/CD experience for pipelines and automation.
• Strong Python and PySpark for data processing and deployment workflows.
• Containerization with Docker and orchestration with Kubernetes.

Skills

MLOps

CI/CD

Python

PySpark

Docker

Kubernetes

Git

GitHub

GitLab

AWS

Azure

GCP

Job description

We are looking for somebody who is good at :

1. MLOps & CI/CD: Experience building and managing CI/CD pipelines using Jenkins, GitHub Actions, GitLab CI/CD, or similar automation tools.
2. Programming: Strong proficiency in Python and PySpark for data processing and model deployment workflows.
3. Containerization & Orchestration: Hands-on experience with Docker and Kubernetes for packaging, containerizing, and deploying ML models.
4. Version Control: Experience with Git/GitHub/GitLab and Model Codes release management practices.
5. Cloud Platforms (Preferred): Working knowledge of AWS, Azure, or GCP environments.