Overview
Role DescriptionLead I - Software 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 .
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:
- Databricks Jobs
- MLflow models
- Microservices running on AKS / ARO
- Automate infrastructure using Terraform, scripting, and GitOps practices
- Databricks workspaces
- 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
- Strong hands on experience with Azure, AKS, ARO and Databricks
- Solid experience with MLflow, Kubernetes based model deployments
- Proficiency in Python and Bash / PowerShell
- Good understanding of cloud security, networking, and distributed systems
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, it's 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
databricks,azure,terraform,mlflow,ci/cd,