New

Validation Engineer

UST
United States, Oregon, Hillsboro
Apr 07, 2026
Role description 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 seeking a senior Ops Engineer to support GenAI, LLM, and ML workloads, with a strong focus on deployment automation, observability, scalability, and platform reliability across Azure and Kubernetes environments. The Opportunity: Build and maintain CI/CD/CT pipelines for ML models, LLMs, and GenAI workloads Deploy and operationalize: - ML models and custom LLMs - AI agents and GenAI services using Databricks, MLflow, AKS / ARO Integrate and scale GenAI ecosystems including: - Azure OpenAI / OpenAI - HuggingFace models - RAG pipelines and vector databases Support development and deployment of custom models and out of the box AI agents Manage Databricks: - Workspaces - Clusters - Model registry - Job orchestration Own AKS / ARO lifecycle, including networking, scaling, Helm based deployments, and GitOps workflows Implement robust observability for AI/ML/LLM systems (latency, drift, reliability, performance) Ensure cloud security, governance, access controls, and cost efficiency What are we looking for: Strong hands on experience with Azure, AKS/Kubernetes, Databricks, MLflow Experience with LLMOps, RAG pipelines, and vector stores (FAISS, Pinecone, Chroma, etc.) Proficiency in Python and automation scripting Strong understanding of AI/ML system operations and platform reliability 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, 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 Skills python,azure,databricks,mlflow,github actions,