8 of 8 Amazon SageMaker Jobs in Scotland

integrating model serving platforms such as KServe, Ray Serve, or NVIDIA Triton Inference Server alongside other large language model serving stacks Familiarity with Amazon SageMaker JumpStart, SageMaker Endpoints, and Amazon Bedrock for managed model hosting Experience with online large language model quality monitoring, including hallucination detection ...

building agentic AI systems (multi-step workflows, tool routing, planning, memory patterns, supervision/fallback strategies). Experience with AWS Bedrock and/or SageMaker (or equivalent managed ML/GenAI platforms) and deployment patterns for scalable inference. Experience with evaluation frameworks and approaches (golden datasets, LLM-as-judge ...

applications (RAG, tool use, multi-step workflows) for client projects and internal products. Take them from prototype to production on AWS or Azure (e.g. SageMaker, Azure ML, Databricks, OpenAI integrations), then monitor and improve them once they are live. Explore and understand client data before building anything. Design evaluation ...

with MLOps in practice rather than in principle: model versioning and registries, experiment tracking, automated retraining, and monitoring for drift and model degradation (MLflow, SageMaker, Databricks ML, Vertex AI or comparable) Are comfortable with ML frameworks such as scikit-learn, PySpark MLlib, or PyTorch/TensorFlow, enough to productionise ...

engineer to design, develop and improve software for business and technology capabilities, focusing on scalable, secure ML deployments. You will lead MLOps with Python, SageMaker, Databricks, MLflow, kubernetes, and collaborate with data scientists, infra teams; ensure governance and risk management. The role emphasizes hands-on delivery and mentorship, contributing ...

Barclays is seeking an experienced MLOps Engineer to lead deployment pipelines and governance for enterprise ML initiatives. You will implement and optimize SageMaker, Databricks, and MLflow, driving reproducibility, security, and scalable AI solutions across teams. Strong emphasis on collaboration with data scientists and infra engineers. The role requires hands ...

Data Scientist II - Zonda - Glasgow, Scotland, United Kingdom Job Description Data Scientist II – Zonda - Glasgow, Scotland, United Kingdom Job Description Company Overview: CoStar Group (NASDAQ: CSGP) is a leading global provider of commercial and residential ...

Responsibilities MLOps Leadership : Build and evolve model deployment pipelines, registries, and monitoring frameworks. Tooling & Integration : Implement and optimize SageMaker , Databricks , MLflow , and related orchestration tools. Governance & Risk : Ensure compliance with model governance , auditability , and AI safety standards . Operational Excellence : Drive reproducibility, lineage tracking, drift detection, and rollback strategies. … business needs. Mentorship : Coach engineers on best practices for ML lifecycle management and secure deployment. Required Skills Strong Python engineering background. Deep experience with SageMaker , Databricks , MLflow , and CI/CD for ML. Proven track record in operationalizing ML models at scale . Knowledge of model governance , compliance ...