3 of 3 Model Validation Jobs in Central London

artefact handling, versioning of data/models/code Implement observability for ML systems: monitoring, alerting, logging, dashboards, and incident response for data + model health Establish best practices for data quality and ML quality: validation checks, pipeline tests, lineage, documentation, and SLAs/SLOs Optimise cost … strong DE foundations) shipping production pipelines Strong Python and SQL skills; ability to write maintainable, testable, production-grade code Solid understanding of MLOps fundamentals: model lifecycle, reproducibility, deployment patterns, and monitoring needs Hands-on experience with orchestration and distributed processing in a cloud environment Experience with data modelling ...

LSTMs/GRUs for sequential data Transformer architectures for NLP and structured data Fine-tuning and transfer learning approaches Drive experimentation frameworks, hypothesis testing, model validation, and statistical rigor Ensure robustness, generalisation, bias mitigation, and explainability in deployed models Provide technical direction on feature engineering strategies and model … Engineering, or related quantitative discipline Proven experience building and deploying advanced ML and deep learning models in enterprise environments Deep understanding of algorithm selection, model complexity trade-offs, and overfitting/underfitting dynamics Strong proficiency in Python and ML ecosystems (scikit-learn, pandas, NumPy) Experience with deep learning frameworks ...

house platform, while helping shape the roadmap for the next major product iteration (V2). You'll play a key role in data modelling, validation, and deployment readiness - contributing to improvements in CI/CD pipelines, Azure data architecture, and production processes. Ideally, you'll have a background … Azure Synapse Working with Delta Lake architectures to ensure data reliability and version control Using Python, PySpark, and Jupyter Notebooks for data exploration, validation, and analysis Reviewing and improving CI/CD pipelines and deployment processes Creating and maintaining database schemas, data mappings, and technical documentation Acting ...