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DevOps Engineer (Machine Learning)

IBM

IBM

Software Engineering
Guadalajara, Jalisco, Mexico
Posted on Feb 20, 2026
Introduction

We are looking for an experienced DevOps Engineer with strong cloud security and AWS expertise to support the deployment of Data and Machine Learning solutions. The ideal candidate will have hands‑on experience automating cloud workflows, building CI/CD pipelines, and ensuring secure, scalable, and reliable deployments of ML models and data services. This role requires strong AWS proficiency, excellent debugging capabilities, and the ability to collaborate effectively with cross‑functional teams.

In this role, you'll work in one of our IBM Consulting Client Innovation Centers (Delivery Centers), where we deliver deep technical and industry expertise to a wide range of public and private sector clients around the world. Our delivery centers offer our clients locally based skills and technical expertise to drive innovation and adoption of new technology.

Your role and responsibilities

· Deploy Data solutions and Machine Learning models in AWS using Lambda functions, Batch Jobs, and ECS.

    • Build, optimize, and maintain CI/CD pipelines using GitHub Actions and Git.
    • Implement and manage cloud infrastructure using AWS CloudFormation (Infrastructure as Code).
    • Monitor, troubleshoot, and optimize cloud-based systems to ensure high availability, reliability, and performance.
    • Automate operational workflows across AWS services such as Lambda, ECR, ECS, Fargate, IAM, EventBridge, VPC, and CloudWatch.
    • Ensure security best practices are applied across deployments, access configurations, and cloud infrastructure.
    • Collaborate with data scientists, ML engineers, and software development teams to support end‑to‑end model deployment workflows.
    • Diagnose and resolve issues in cloud-based environments, ensuring minimal downtime and smooth release processes.
Required education
Bachelor's Degree
Required technical and professional expertise
  • 5+ years of experience in cloud security, DevOps, or a related field.
  • Strong hands-on experience with GitHub Actions and Git.
  • Advanced proficiency in AWS services, including:
  • o ECR, ECS, IAM, EventBridge, VPC, CloudWatch
  • Deep understanding of DevOps principles such as CI/CD, automation, infrastructure scalability, and monitoring.
  • Strong problem‑solving skills with the ability to debug and troubleshoot cloud‑based systems.
  • Excellent communication and collaboration skills, with experience working on cross-functional teams.
  • Experience with Infrastructure as Code, preferably AWS CloudFormation.
Preferred technical and professional experience
  • Experience deploying machine learning models or data pipelines in AWS.
  • Familiarity with container orchestration and optimization in ECS/Fargate.
  • Understanding of ML workflows, model versioning, or data engineering concepts.
  • Knowledge of additional DevOps tools (e.g., Terraform, Kubernetes, Docker).
  • Experience optimizing cost, security, and performance in cloud environments.

ABOUT BUSINESS UNIT

IBM Consulting is IBM’s consulting and global professional services business, with market leading capabilities in business and technology transformation. With deep expertise in many industries, we offer strategy, experience, technology, and operations services to many of the most innovative and valuable companies in the world. Our people are focused on accelerating our clients’ businesses through the power of collaboration. We believe in the power of technology responsibly used to help people, partners and the planet.

YOUR LIFE @ IBM

In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.

Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.

Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.

Are you ready to be an IBMer?

ABOUT IBM

IBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.

Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 500 companies relying on the IBM Cloud to run their business.

At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.

IBM is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, neurodivergence, age, or other characteristics protected by the applicable law. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

OTHER RELEVANT JOB DETAILS

All our positions are eligible for people with disabilities PwD or rehabilitated.

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