Sr. Cloud Engineer ( Azure)

V2 Solutions; Hinoba-an; On-site; PHP 1,800,000 - 2,400,000; Full time

Job summary

UST is seeking a Lead I - ML Engineering to drive end-to-end ML deployment automation across Azure, Databricks, and Kubernetes. You will build CI/CD pipelines, deploy Databricks Jobs and MLflow models, and run microservices on AKS/ARO. The role emphasizes security, governance, and cost optimization within MLOps.

You will collaborate with ML engineers, data engineers, and application teams to deliver scalable, reliable platforms and streamlined ML workflows across cloud environments.

Qualifications

• Experience with Azure, AKS, ARO Databricks.
• Deploy ML models with MLflow on Kubernetes.
• Proficient in Python and Bash/PowerShell.
• Strong cloud security, networking, and distributed systems knowledge.

Responsibilities

• Build CI/CD/CT pipelines for ML models using Azure DevOps / GitHub Actions / Jenkins.
• Develop deployment workflows for Databricks Jobs and MLflow models.
• Operate microservices on AKS / ARO and automate infrastructure with Terraform.
• Manage Databricks workspaces and AKS clusters; optimize networking and serving environments.
• Implement monitoring, logging, and reliability practices for ML systems.
• Collaborate with ML engineers, data engineers, and application teams; govern security and cost.

Skills

Azure

AKS

ARO Databricks

MLflow

Python

Bash/PowerShell

Cloud security

Networking

Distributed systems

Tools

Databricks

Terraform

Azure DevOps

GitHub Actions

Jenkins

Kubernetes

Docker

Job description

Lead I - ML Engineering

Who we are: At UST, we help the world s best organizations grow and succeed through transformation. Bringing together the right talent, tools, and ideas, we work with our client to co-create lasting change. Together, with over 30,000 employees in 25 countries, we build for boundless impact-touching billions of lives in the process. Visit us at .

You are:

We are looking for a seasoned cloud engineer to support ML development teams and drive end to end automation for model deployment and operations across Azure, Databricks, and Kubernetes platforms

The Opportunity:

• Build and maintain CI/CD/CT pipelines for ML models using Azure DevOps / GitHub Actions/Jenkins
• Develop and manage deployment workflows for: o Databricks Jobs o MLflow models
• Microservices running on AKS / ARO
• Automate infrastructure using Terraform, scripting, and GitOps practices
• Manage and optimize Databricks workspaces o AKS clusters
• Networking and model serving environments
• Implement monitoring, logging, and ing for ML systems and platform reliability
• Collaborate closely with ML engineers, data engineers, and application teams
• Ensure security best practices, governance, and cost optimization across MLOps pipelines

What are we Looking for:

• Strong hands on experience with Azure, AKS, ARO Databricks
• Solid experience with MLflow Kubernetes based model deployments
• Proficiency in Python and Bash / PowerShell
• Good understanding of cloud security, networking, and distributed systems

What we believe :

We re proud to embrace the same values that have shaped UST since the beginning. Since day one, we ve been building enduring relationships and a culture of integrity. And today, its those same values that are inspiring us to encourage innovation from everyone to champion diversity and inclusion and to place people at the centre of everything we do.

Humility: We will listen, learn, be empathetic and help selflessly in our interactions with everyone.

Humanity: Through business, we will better the lives of those less fortunate than ourselves.

Integrity: We honour our commitments and act with responsibility in all our relationships.

Equal Employment Opportunity Statement

UST is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences, such as age, disability, ethnicity, gender, gender identity and expression, religion, or sexual orientation. All employment decisions shall be made without regard to age, race, creed, colour, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.

UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance. - To support and promote the values of UST. - Comply with all Company policies and procedures