4 of 4 Permanent Cloud Native Jobs in Renfrewshire

design Experience with Microsoft Azure Experience working in regulated environments (e.g. health, justice, government) Experience leading technical teams or initiatives Familiarity with microservices or cloud-native architectures Benefits Professional development and training opportunities Collaborative and supportive team environment Opportunity to work on challenging and impactful projects This ...

such as LangSmith, Langfuse, Ragas, promptfoo and Azure AI Content Safety. Productionising solutions with FastAPI, async Python, Pydantic, Docker and Kubernetes , deployed into Azure-native infrastructure . Partnering with data engineers, solution architects and advisory consultants on end-to-end AI programmes. Engaging directly with senior client stakeholders … databases and embedding models . Familiarity with prompt engineering, LLM evaluation and guardrail design (hallucination mitigation, prompt injection defence, content safety). Experience with cloud-native deployment Azure preferred, with Docker, Kubernetes and CI/CD. Solid grasp of LLMOps versioning, tracing, monitoring, cost management and responsible AI. ...

Python, with hands-on experience in PySpark and SQL Deep understanding of ML lifecycle management and CI/CD best practices Familiarity with cloud-native ML platforms and scalable deployment strategies Excellent problem-solving skills and ability to work independently or in a team. Demonstrated relevant industry experience ...

including service decomposition, inter‐service communication, and the use of real‐time messaging frameworks (e.g. Kafka) to support asynchronous processing and resilience. Exposure to cloud platforms such as AWS, Azure, or GCP, including deploying, configuring, and operating applications in cloud‐native environments. You may be assessed ...