Deep Learning Engineer — Clinical AI for Connected Care

Thames Valley ICB; Packmoor; On-site; GBP 70,000 - 100,000; Full time

Job summary

Thames Valley Integrated Care Board is seeking a Deep Learning Engineer to apply ML to direct care across the Connected Care ecosystem, supporting 2.5 million people in Buckinghamshire, Oxfordshire and Berkshire. Role focuses on disease progression, predictive case finding and population needs, with clinical validation and integration into care workflows.

You'll lead design, deployment and monitoring of models, work with clinical colleagues and ensure compliance with NHS standards and

Qualifications

• Degree or master's in computer science, AI, data science, software engineering or related field.
• Extensive experience designing, training and deploying deep learning or machine learning models in production.
• Experience using frameworks such as PyTorch, TensorFlow or Keras.
• Knowledge of NHS standards, information governance and responsible AI approaches.

Responsibilities

• Design, develop and deploy deep learning models for future disease progression, predictive case finding and population needs.
• Validate models with clinicians to ensure they are safe, trusted and clinically relevant before deployment.
• Integrate models with population health system and data integration platform so predictive outputs feed back into clinical records.
• Implement model monitoring, validation, explainability and drift detection approaches.
• Build NLP models to derive insights from clinical and operational text data where relevant.
• Provide technical leadership on model architecture, MLOps and AI deployment approaches.

Skills

Deep learning

Machine learning

PyTorch

TensorFlow

Keras

NLP

Time-series

Model evaluation

Population health

MLOps

Azure Machine Learning

Education

Degree or master's in Computer Science / AI / Data Science or related field

Tools

Azure Machine Learning

Job description

Thames Valley Integrated Care Board is seeking a Deep Learning Engineer to apply ML to direct care across the Connected Care ecosystem, supporting 2.5 million people in Buckinghamshire, Oxfordshire and Berkshire. Role focuses on disease progression, predictive case finding and population needs, with clinical validation and integration into care workflows.

You'll lead design, deployment and monitoring of models, work with clinical colleagues and ensure compliance with NHS standards and