6 of 6 Remote/Hybrid Model Validation Jobs in Yorkshire

attack-path analysis, threat investigation, exposure prioritization, GraphRAG , and AI-assisted security operations. Key Responsibilities Design the Security Knowledge Graph architecture, ontology, taxonomy, entity model, relationship model, provenance model, and lifecycle standards. Build production-grade graph ingestion and transformation pipelines for SIEM, EDR/XDR, IAM/… data lakes, and case-management systems. Develop entity extraction, identity resolution, deduplication, schema mapping, relationship inference, confidence scoring, temporal modeling, and graph enrichment capabilities. Model assets, applications, users, service accounts, privileges, vulnerabilities, misconfigurations, controls, alerts, incidents, indicators, threat actors, campaigns, tactics, techniques, and procedures. Implement graph analytics for attack ...

immunohistochemistry, spatial transcriptomics and clinical variables. Build and maintain reproducible pipelines for slide preprocessing, stain normalisation, tissue and cell segmentation, feature extraction and model evaluation, using version control and clear documentation. Curate and manage large imaging and clinical datasets in line with ethics approvals, data protection … information governance requirements. Carry out external validation across centres and scanners, and assess model calibration, bias and failure modes. Bring histopathological and computational thinking together, working with pathologists to design annotation protocols, check that model outputs make morphological sense and interpret explainability analyses. Support the principal investigator ...

selecting the appropriate language for each component. Develop, evaluate and improve machine vision models and image-processing algorithms. Prepare and validate image datasets for model training and testing. Integrate AI models into software applications and processing pipelines. Investigate model accuracy, inference speed, memory usage and application performance. Develop … automated tests for software components and AI functionality. Diagnose issues involving image quality, model behaviour and software integration. Collaborate with colleagues to translate application requirements into working solutions. Document technical decisions, evaluation results and implementation details. Essential Skills and Experience Commercial software development experience, with strong capability ...

selecting the appropriate language for each component. Develop, evaluate and improve machine vision models and image-processing algorithms. Prepare and validate image datasets for model training and testing. Integrate AI models into software applications and processing pipelines. Investigate model accuracy, inference speed, memory usage and application performance. Develop … automated tests for software components and AI functionality. Diagnose issues involving image quality, model behaviour and software integration. Collaborate with colleagues to translate application requirements into working solutions. Document technical decisions, evaluation results and implementation details. Essential Skills and Experience Commercial software development experience, with strong capability ...

selecting the appropriate language for each component. Develop, evaluate and improve machine vision models and image-processing algorithms. Prepare and validate image datasets for model training and testing. Integrate AI models into software applications and processing pipelines. Investigate model accuracy, inference speed, memory usage and application performance. Develop … automated tests for software components and AI functionality. Diagnose issues involving image quality, model behaviour and software integration. Collaborate with colleagues to translate application requirements into working solutions. Document technical decisions, evaluation results and implementation details. Essential Skills and Experience Commercial software development experience, with strong capability ...

developing and validating motor-twin models for permanent magnet synchronous machines. You will work with academic and industrial partners to generate simulation and validation evidence using machine data, dynamometer testing and HIL methods. The role requires a PhD in electrical machines or related area, with expertise in modelling, simulation ...