1 to 25 of 98 Remote/Hybrid Validation Jobs in Scotland

libraries such as scikit-learn, XGBoost, PyTorch, TensorFlow or equivalent.Experience across the end-to-end ML lifecycle, including data preparation, feature engineering, model development, validation, deployment, monitoring and optimisation.Understanding of MLOps and production ML practices, including CI/CD, model versioning, automated testing, retraining, monitoring and reproducible delivery.Experience using cloud ...

libraries such as scikit-learn, XGBoost, PyTorch, TensorFlow or equivalent.Experience across the end-to-end ML lifecycle, including data preparation, feature engineering, model development, validation, deployment, monitoring and optimisation.Understanding of MLOps and production ML practices, including CI/CD, model versioning, automated testing, retraining, monitoring and reproducible delivery.Experience using cloud ...

applicable o JSON, XML, XSLT, XPath and schema-based transformations • Implement robust error handling, replay, recovery and operational support patterns covering technical failures, business validation failures, rejected records and downstream availability issues. • Support performance tuning for high-volume integrations, including batching, pagination, payload optimisation, parallel processing and appropriate ...

PyTorch, scikit-learn, XGBoost), including model selection, tuning, and evaluation.Experience implementing end-to-end machine learning workflows, including data preprocessing, feature engineering, model development, validation, and deployment to production environments.Familiarity with advanced AI techniques such as deep learning, natural language processing (NLP), computer vision, reinforcement learning, and Generative AI (e.g. ...

PyTorch, scikit-learn, XGBoost), including model selection, tuning, and evaluation.Experience implementing end-to-end machine learning workflows, including data preprocessing, feature engineering, model development, validation, and deployment to production environments.Familiarity with advanced AI techniques such as deep learning, natural language processing (NLP), computer vision, reinforcement learning, and Generative AI (e.g. ...

Evaluate, select, and implement data quality tools and technologies to automate data quality checks, monitoring, and reporting processes, including those that can support the validation of unstructured or semi-structured data relevant for Generative AIOptimise existing data quality processes for efficiency and effectivenessCollaboration & Training:Work closely with the businesses, Data ...

Evaluate, select, and implement data quality tools and technologies to automate data quality checks, monitoring, and reporting processes, including those that can support the validation of unstructured or semi-structured data relevant for Generative AIOptimise existing data quality processes for efficiency and effectivenessCollaboration & Training:Work closely with the businesses, Data ...

improve customer journeys to ensure a seamless transition experience. Collaborate with technical, operational, and business teams to translate requirements into practical solutions. Support testing, validation, and migration activities to ensure successful delivery. Manage stakeholder relationships and provide regular updates across project teams. Ensure governance, risk, and regulatory considerations are incorporated ...

improve customer journeys to ensure a seamless transition experience. Collaborate with technical, operational, and business teams to translate requirements into practical solutions. Support testing, validation, and migration activities to ensure successful delivery. Manage stakeholder relationships and provide regular updates across project teams. Ensure governance, risk, and regulatory considerations are incorporated ...

lead the identification, design, and implementation of automation opportunities across the Controllership function. Develop Python-based solutions to automate data collection, reconciliation, reporting, validation, and control activities.Build and maintain Power BI dashboards and reporting solutions to improve management insight and operational transparency.Support the adoption and development of new tools such ...

information exchange Multi-Level Security architectures Trusted Gateway Services Secure Replication Services Guard-based Information Exchange Experience implementing and managing information release policies, content validation controls, file sanitisation processes, malware inspection, and data transfer governance. Strong understanding of trust boundaries, security domains, data segregation, and secure information sharing principles. Experience ...

Infrastructure or Web application penetration testing Cloud security assessments Producing clear, high-quality technical reports Presenting findings and remediation advice to clients Supporting vulnerability validation and re-testing Contributing to internal tooling, research and knowledge sharing What we're looking for Essential Commercial penetration testing experience within a consultancy ...

efficiently Build automation frameworks using Python, Git, and Pytest, while exploring AI-powered testing with Gen-AI and AI/ML tools to enhance validation processes Contribute to test strategy, coverage, and risk-aware methodologies to strengthen quality assurance Deliver high-quality features for AI Connect, data center, and next ...

defects efficientlyBuild automation frameworks using Python, Git, and Pytest, while exploring AI-powered testing with Gen-AI and AI/ML tools to enhance validation processesContribute to test strategy, coverage, and risk-aware methodologies to strengthen quality assuranceDeliver high-quality features for AI Connect, data center, and next-generation service ...

data migration strategy and plan, producing mapping specifications from legacy systems to future Software as a Service (SaaS) solutions. Define cleansing, transformation and validation rules, coordinate mock loads, reconciliation cycles and final cut over across all data in the project scope. Resolve complex data issues with functional subject matter experts ...

through solutions such as RPA, AI-enabled workflows, digital technologies, and data-driven reporting.Manage project governance, risks, and stakeholder communications, ensuring appropriate oversight and validation where AI-assisted tools are utilised.Build trusted advisor relationships with senior leaders while contributing to business development and identifying innovative approaches to finance transformation.What ...

digital products and servicesProduce high-fidelity prototypes to communicate and validate interaction logic with users and developersDefine and document micro-interactions, error states, validation patterns, and edge casesApply and extend the GOV.UK Design System, contributing reusable patterns where appropriateCollaborate closely with engineering teams to ensure accurate, accessible implementation of designsEnsure ...

preparation, integration and repeatable workflows, plus visualisation experience with Power BI, Tableau or Qlik.Data pipelines and quality: an understanding of data extraction, transformation, normalisation, validation and quality controls for scalable analytics or AI solutions.Consulting and collaboration: ability to structure ambiguous problems, communicate clearly, work with diverse teams and turn complex ...

user access, roles and permissions within Horizzon, maintaining appropriate separation of duties between model contributors, reviewers, and consumers. Implement model quality assurance processes, including validation rules, completeness checks and periodic model health reviews. Maintain the currency and accuracy of baseline architecture content, co-ordinating with domain owners to ensure landscape ...

next. Key Responsibilities & Skills ** Develop predictive models and forecasts to identify potential future outcomes and emerging trends ** Applying Bayesian modelling, uncertainty estimation and statistical validation ** Carry out segmentation and subgroup analysis to identify meaningful differences and patterns ** Analyse longitudinal and time-series data to understand how outcomes change over time ...

biomass/canopy‐height estimation. Build embedding‐driven workflows on top of EO foundation models – few‐shot classifiers, similarity search, downstream regressors. Design validation strategies that benchmark outputs against plot inventories and third‐party reference datasets, quantify uncertainty, and surface failure modes; produce QA artefacts (maps, plots, model cards, error ...

signal engineering Experience working within UVM based verification environments Scripting and automation of design tasks Experience with AMBA, SPI, I2C protocols Lab and silicon validation skills; Experience of chip bring-up and debug from design perspective Good understanding of Linting, CDC and RDC tools Collaboration with DFT and Place ...

exposure to managed compute for model training and finetuning, experimentation over large datasets, and end to end MLOps pipeline flow including data ingestion, training, validation and deployment. Proficiency with Infrastructure as code tools (e.g., Terraform, ARM/Bicep, CloudFormation). Strong programming or scripting skills (e.g., Python, Bash, or similar ...

support the implementation of specified functionality Analysis of recorded data to identify defects. Articulation of architectural, requirements and test updates to resolve defects and validation of their resolution Develop algorithms and associated test vectors to aid the implementation of features What Youll bring You really must have: Experience ...

solutionsReview manufacturing documentation, can include input to process specific risk assessments, COSHH data, technical reports, specification.Assure product and process quality by designing methods; validation/verification of process capabilities; establishing standards; confirming manufacturing processes.Promoting a culture of best practice sharing and knowledge exploitation.Mentor, coach and develop more junior members ...