18 of 18 Model Validation Jobs in the South West

integrating previous pre-trained models with simulations or other advanced modelling. Additional skills and experience necessary for the role Awareness of different solutions for model management that includes model building and deployment. Determines and executes model validation, reproducibility, and deployment criteria. Ability to get results fast ...

Develop metadata management, data cataloguing, business glossaries, data lineage and classification approaches. Support AI assurance activities, including training data quality, provenance, bias assessment and model evaluation. Contribute to AI governance processes covering model performance, risk management, monitoring and compliance. Implement data quality measurement, reporting and remediation processes. Produce … management, metadata, data cataloguing and data lineage. Understanding of data privacy, information security and regulatory requirements. Knowledge of AI governance and assurance principles, including model validation, bias, risk and ongoing monitoring. Experience engaging with stakeholders, facilitating workshops and producing clear technical documentation. Strong analytical, problem-solving and communication ...

pipelines using AWS services and experiment tracking tools Develop and integrate LLM-powered solutions for tracing, evaluation, and production monitoring Implement robust experiment tracking, model versioning, and reproducibility practices with full audit trails Design feature engineering approaches and contribute to feature store development Support production models through monitoring, performance … analysis, and continuous improvement Apply responsible AI practices, including model explainability and fairness assessment Present experiment findings and production outcomes to stakeholders, articulating operational and strategic value Mentor junior colleagues and share learnings across the team About you You will have experience in many of the following: Hands ...

control strategies, and failure responses Perform trade studies to support architecture and design decisions Validate and maintain engineering models throughout the development lifecycle Verification & Validation Generate test specifications, procedures, and acceptance criteria Support laboratory, rig, subsystem, and system-level testing activities What You'll Bring To help us make ...

analyses of optical modes, resonance and beam profiles, and drive epi design decisions. The role requires deep knowledge of laser physics, device modelling and validation against experimental data, with a focus on high-speed, energy-efficient light sources for interconnect applications. #J-18808-Ljbffr ...

implementing BIM processes across multidisciplinary project teams - Developing and maintaining BIM Execution Plans and associated project documentation - Managing federated models and supporting multidisciplinary model coordination - Carrying out clash detection, model checking and data validation - Supporting project teams with digital workflows, BIM standards and software - Ensuring project information … beneficial Knowledge of Civil 3D would also be beneficial An understanding of ISO 19650 and BIM documentation Experience with federated models, clash detection and model/data validation Familiarity with Common Data Environments (CDEs) Strong communication skills and the ability to work across multidisciplinary project teams ...

programmes, developing sophisticated control systems for next-generation naval and underwater platforms. You'll play a key role in the modelling, simulation, design and validation of complex control algorithms, working alongside multidisciplinary engineering teams to deliver innovative solutions for the UK MOD and international customers. If you're passionate … about Model-Based Design, control theory and solving complex engineering challenges using MATLAB and Simulink, this is an excellent opportunity to work on cutting-edge technology in a highly collaborative environment. Key Responsibilities Develop and maintain dynamic system models using MATLAB and Simulink. Design, implement and validate advanced control ...

constraints Lead option analysis and feasibility assessments, and communicate the benefits, impacts and trade-offs of proposed approaches so decisions are well informed Model business processes, systems and data to build a shared understanding of current and future states, and work with stakeholders to validate that those models reflect … success measures and acceptance criteria Select and apply appropriate analysis methods, tools and techniques, tailoring your approach to the delivery environment Define testing and validation approaches, including business scenarios and acceptance criteria, to give confidence that solutions meet business and user needs Use insight from user research, feedback ...

kinematics, dynamics and actuation of robotic manipulators, particularly soft and continuum robots, and establish computational frameworks that capture their complex physical behaviour. Experimental validation: Design and conduct experiments to validate high-fidelity computational models of robotic systems, integrating experimental measurements with numerical simulations to assess model accuracy, investigate … dynamic behaviour and support the development of robotic manipulation and control. Research collaboration and validation: Work closely with researchers in robotics, modelling and control to validate theoretical developments through simulations and experiments, contribute to scientific publications, and support the delivery of project achievements. About you You will have ...

implementation. Develop, rebuild and maintain data warehouse pipelines and ETL processes. Write, optimise and maintain complex SQL queries and stored procedures. Support data transformation, validation and reconciliation to ensure accuracy and consistency during migration. Develop and maintain data models, datasets, dashboards and reports. Translate business requirements into meaningful reporting … with data warehouses, data pipelines and ETL processes. Previous involvement in data migration or system implementation projects. An understanding of data modelling, data quality, validation and reconciliation. Experience developing reports and dashboards using a BI visualisation tool such as Power BI or Tableau. The ability to communicate technical concepts ...

Pillai, Dr Ian Ashton, and teams at the UK Met Office to develop and integrate uncertainty quantification methods and drive the experimental verification and validation of the framework using data from mobile autonomous platforms. The post will include designing and implementing uncertainty propagation techniques in Python within … framework using synthetic ocean data, MEOP-CTD datasets, and autonomous vessel deployments. It will include the development of simulation code, interpretation of model outputs, analyzing measurement data, and publication and presentation of findings. About You Postdoctoral Research Associate: The successful applicant will be able to present information on research ...

opportunity to play a key technical role throughout the entire product lifecycle, from initial concept architecture through detailed design, integration, verification and validation activities. Working as a subject matter expert, you will be responsible for the design and implementation of advanced closed-loop control systems, supporting the successful delivery … models of dynamic systems. Conduct system simulation, analysis and performance assessments using tools such as MATLAB/Simulink . Support system identification, modelling and validation activities. Integrate sensors and actuators into control system designs. Investigate technical issues and implement robust engineering solutions. Optimise control system performance, reliability and safety. ...

technology. As our Thermal Simulation & Modelling Engineer, you will own the thermal behaviour of our microLED-on-CMOS devices in COMSOL Multiphysics. You will model heat flow from the microLED, through the bond, into the CMOS backplane and package. Your results will directly shape device design, CMOS layout … such as simulating etch processes and microlenses & Packaging. Key Responsibilities Build COMSOL thermal models of the full stack: microLED, bond, CMOS backplane and package. Model pixel self-heating, bond thermal resistance and hot spots, and their impact on efficiency, wavelength and lifetime. Simulate CMOS power dissipation and feed thermal ...

design and simulation of vertical-cavity surface-emitting lasers for next-generation optical links, using FDTD as the primary tool. You will model VCSEL optical, electrical and thermal behaviour, from epitaxial structure to packaged device. Your results will directly shape epi design, device layout and process choices. You will … covering DBR mirrors, active region, oxide aperture and optical cavity. Run FDTD simulations of optical modes, cavity resonance, wavelength, far-field and beam profile. Model current spreading, self-heating and thermal rollover, using COMSOL or equivalent tools. Simulate high-speed modulation and small-signal response for optical interconnect links. ...

University of Exeter at the Penryn Campus in Cornwall seeks a Postdoctoral Research Associate or Fellow to advance an observation-based machine learning ocean forecasting system in collaboration with the UK Met Office. The role ...

We are currently recruiting for an exciting Control Systems Engineer role. In this role you will get the opportunity to shape advanced control systems within the defence engineering sector. This is an opportunity to apply ...

inclusive IR35: Outside IR35 SC Engineering Group is recruiting a Systems Engineer – Architect (MBSE) to support the development and delivery of complex systems using Model-Based Systems Engineering methodologies. The role covers the full systems engineering lifecycle, including requirements definition, architecture development, interface management, integration, verification and validation. … will work with multidisciplinary teams to ensure systems meet customer, regulatory and business requirements. Key Responsibilities Lead systems engineering activities from concept through verification, validation and acceptance. Develop and maintain system requirements, functional architectures and physical architectures. Perform requirements analysis, decomposition, allocation and traceability. Develop and maintain MBSE models ...

transform manufacturing and business data into trusted information and clear dashboards that drive faster, better decisions. You will work with IT to validate, model, analyze, report and automate data for improved cycle time, cost, quality and productivity. You will build dashboards for manufacturing performance, model data from ...