Job Title: AI Engineer / Data & AI Scientist (LLM, Generative AI, Python)

We are recruiting for an AI Engineer / Data & AI Scientist to join a high-impact programme building next-generation conversational AI and generative AI platforms. This role focuses on developing production-grade LLM applications, agent-based AI systems and RAG pipelines used in large-scale customer-facing environments.

This is an opportunity to work on advanced AI assistant and conversational AI technology, building scalable multi-agent architectures and generative search systems using modern AI frameworks.

Key Responsibilities

* Design and build LLM-powered applications using Python and Generative AI frameworks

* Develop RAG (Retrieval Augmented Generation) pipelines and AI orchestration workflows

* Build and deploy agent-based AI systems using tools such as LangGraph, CrewAI or similar frameworks

* Engineer scalable AI infrastructure across Azure and GCP environments

* Implement prompt engineering, model evaluation and LLMOps monitoring

* Develop AI products including conversational AI assistants, summarisation tools and generative search capabilities

Required Skills

* Strong Python development experience

* Experience building production LLM or Generative AI applications

* Knowledge of RAG pipelines, prompt engineering and vector search

* Experience with agentic AI frameworks (LangGraph, CrewAI or similar)

* Exposure to LLMOps, model evaluation or monitoring

* Experience with cloud AI platforms such as Azure AI or Vertex AI (GCP)

Desirable Experience

* Conversational AI or AI assistant platforms

* Multi-agent architectures

* Responsible AI, AI ethics or guardrail design

* Agile / Scrum environments

This is an excellent opportunity for an AI Engineer, Machine Learning Engineer, LLM Engineer or Generative AI Engineer looking to build production AI systems and next-generation conversational AI platforms.

Apply now to work on cutting-edge generative AI and LLM technologies

Certain Advantage is hiring for a Technical Lead - Stress based in the Derby area.
This role is on a permanent basis and is site-based.

The Company
We’re working with an engineering company specialising in managing complex infrastructure projects, with a strong focus on nuclear energy, renewable energy, and digital transformation solutions.
Does this sound like your next career move?
If you’re ambitious to grow, this may be your next role?

The Role:
This role is for a Technical Lead - Stress—someone ambitious and ready to make an impact. You’ll be results-oriented and driven to succeed.
You’ll be leading a small, experienced, and collaborative team, and be responsible for:

Finite Element Analysis methods
Calculation reviews
Modelling
Assist in achieving business targetsThe Individual We’re looking for people who can show:

Transferable skills from highly regulated sectors
Expertise in fatigue, fracture, thermal, and structural stress assessments using finite element analysis
Finite Element analysis in ABAQUS
CRACKEN or alternative fracture assessment
Familiar with the Gated review process
Code assessment to ASME B&PVC and R6; RCC-M
Knowledge of structural integrity & defect tolerance assessments
Python scripting in the ABAQUS environment is desirable
Fatigue crack growth & initiation experience is desirableThe Benefits:

Negotiable salary
Training and Development
Career progressionDoes this sound like your next career move? Apply today.

Working with Certain Advantage
We go the extra mile to find the best people for the job. If you’re hunting for a role where you can make an impact and grow your career, we’ll work with you to find it.
We work with businesses across the UK to find the best people in Finance, Marketing, IT and Engineering. If this job isn’t for you, head to (url removed) and register for job alerts and career guidance tips

Data Architect | Hybrid | RCT (South Wales)

IntaPeople are proud and excited to be appointed to recruit an experienced Data Architect for a Welsh-based not-for-profit sector client on an exclusive growth project.

This is a very exciting opportunity to join their fast-growing Data function in this newly created position. You will be joining the data team as one of the first handful of team members in this area of the business which will work with external partners to build out the organisations data capability offering. As a Data Architect, you will be responsible for designing, building, and maintaining robust, scalable, and secure data pipelines and platform that enable them to make data -driven decisions at a enterprise level.

Working closely with the ‘Head of Data Engineering’ you will help grow out this data function with the recruitment of further data engineering resources whilst working closely with solutions architects and Software Engineers. You will also get the opportunity to progress into a leadership role if this suited the individuals’ desires and capabilities.

You will shape, govern and assure the organisation’s data architecture, defining, designing and maintaining strategic data models, standards, flows and governance structures that support organisational goals, ensure compliance, foster collaboration across business areas, and enable the organisation to make data-driven decisions

Essential Skills

Proven experience as a Senior Data Engineer or Data Architect (or similar/related role).

Experience with Enterprise level Data sets.

Expertise and practical experience in designing and aligning data models across multiple subject areas, applying recognised patterns and industry standards.

Familiarity with structured architectural approaches found in TOGAF (data architecture) or equivalent.

Proven experience defining and evolving data governance, including data quality, metadata, lineage, and policy assurance across services.

Strong capability in data profiling, source system analysis and identifying links across problem domains to define common, reusable solutions.

Experience of communicating technical information and data to a non technical audience and working collaboratively with analysts, architects, and product owners to deliver data solutions that meet user and organisational needs.

Ability to lead and mentor other team members.

Demonstrable knowledge of data modelling and data warehousing within platforms such as Azure or AWS.

Practical experience with Microsoft Azure services, including Azure Data Lake (Gen2), Synapse, Event Hubs, and Cosmos DB, within scalable cloud -based architectures.

Robust understanding of data governance, data quality, and metadata management.

Desirable skills

Experience with Azure Data Factory, Databricks, or Apache Spark, following modern ETL/ELT principles.

Experience in using Git, Azure DevOps, or GitHub Actions for version control, CI/CD, and collaborative data delivery.

Experience with Big Data.

Certification in data architecture or governance frameworks (e.g., TOGAF, DAMA, DCAM, EDMC).

Experience of using programming languages such as Python, Scala and SQL

Welsh language skills.

Key Responsibilities (at a glance):

Establish Data strategies and data modelling internally within the data estate

Lead the design and oversight of enterprise‑aligned data models and supporting data architecture, ensuring that all modelling approaches follow organisational standards, recognised patterns, and enable scalable, high‑quality data flows across services.

Provide expert architectural guidance to technical teams delivering cloud‑based data platforms, ensuring that data integration, modelling, metadata and design decisions align with organisational and enterprise-wide standards

Work closely with other business leaders to maintain governance and compliance within their data estate.

Work closely with data analysts,data engineering, Enterprise and solution architects, DevOps, and business stakeholders through regular communication and collaborative planning to ensure data solutions are closely aligned with business objectives and effectively meet user needs.

Contribute to the development and execution of the Data Strategy by maintaining thorough documentation of data processes, architectures, and workflows to ensure all technical and process information is systematically recorded, updated and data initiatives deliver business value and are aligned with broader technology and organisational goals

Research into emerging technologies and upcoming trends

Provide oversight to teams building data processing pipelines and integration patterns, ensuring their artefacts are consistent with data architecture principles and metadata strategies.

Lead on the introduction of foundational data management capabilities to improve trust, accessibility, and efficiency in an organisation that has limited data management capability, lacks data management practices, including governance, metadata standards, and quality controls.

Design, implement, and optimise physical data models that align with pipeline architecture, by using the approach that ensures efficient query performance, scalable storage, and robust integration and delivers adaptable and resource -efficient data processing, meeting the organisation’s evolving analytical and operational demands.

Managing the aspirations of a variety of stakeholders to enable successful project delivery can be challenging, especially when their priorities may differ or even conflict and require reconciliation to meet business and project needs.

What you’ll get in return (at a glance)

A salary of circa £62,500 - £67,500 (depending on experience)

28 days annual leave + public bank holidays

Hybrid working - To be based in their brand new, modern offices 1-2 days per week

A flexible working environment

Competitive Legal and General pension Scheme (8% employer contribution)

4 x Death in service

The opportunity to work on modern and industry changing projects

Progression and development opportunities

Free Rail travel throughout Wales and discounted throughout the UK

Salary sacrifice scheme such as – cycle to work, electric vehicle

A chance to truly contribute to large scale digitalisation projects within Wales

For more information click APPLY now or for a confidential chat call Nathan Handley on (phone number removed).

This role is commutable from Swansea, Bridgend, Pontypridd, Cardiff and Newport or surrounding areas

The opportunity:

We are looking for a proactive and committed Systems Proving Engineer to join the Integration and Systems Validation team in the Naval Based Air Defence domain. Due to contracts won and expected, this is an exciting time to join an expanding team.

We are looking for a broad-based Systems Proving engineer who will be able to:

Work with the systems engineering team and design teams to plan, generate and execute trials.

Liaise with the systems engineering team and design teams to ensure adequate trials data is acquired and to investigate and resolve design issues.

Generate trials documentation

Prepare, deliver and follow up internal and external Trials Readiness Reviews

Conduct post trials data analysis and reporting

Conduct and/or support trials including

Laboratory based functional integration trials / system trials

Ground based trials

Harbour trials and sea trials

Firing Trials

Trials in foreign countries

In addition, the candidate will assist with:

Lab Management responsibilities (e.g. maintain risk assessments, asset management, host audits, maintain lab safety etc.)

Maintaining hardware and software configuration control

The job will involve opportunities to travel within the UK and abroad.

What we’re looking for

Experience of working in one of the following environments:

System Integration

Design Proving and Trials

Naval Integration

Missile Test

Interface Design

System assessment and acceptance

Design Verification

Electrical / mechanical construction and interfacing

Electronic design/test

Network integration

Plus:

Be able to communicate with a wide range of internal customers, sub-contractors / partners/ suppliers at both engineering and management levels

Beneficial to have experience of MBSE tools, e.g. DOORS, Rhapsody, RTC

Beneficial to have experience of coding, especially Python

Hybrid working pattern: 2-3 days a week onsite

Security Clearance: British Citizen or a Dual UK national with British citizenship.

Restrictions and/or limitations relating to nationality and/or rights to work may apply. As a minimum and after offer stage, all successful candidates will need to undergo HMG Basic Personnel Security Standard checks (BPSS), which are managed by the MBDA Personnel Security Team.

What we can offer you:

Company bonus: Up to £2,500 (based on company performance and will vary year to year)

Pension: maximum total (employer and employee) contribution of up to 14%

Overtime: opportunity for paid overtime

Flexi Leave: Up to 15 additional days

Flexible working: We welcome applicants who are looking for flexible working arrangements

Enhanced parental leave: offers up to 26 weeks for maternity, adoption and shared parental leave -enhancements are available for paternity leave, neonatal leave and fertility testing and treatments

Facilities: Fantastic site facilities including subsidised meals, free car parking and much more

Software Engineer with key skills in either Python, Go or Typescript and experience operating data systems at scale is sought on a remote basis by a market leading Fintech. With recent investment this Software Engineer will be joining a dynamic, autonomous team of six tasked with scaling new product functionality and greenfield solutions. As such proven experience working in a product led, fast paced start or scale up would be hugely beneficial. This role would suit an experienced software engineer who relishes using the latest technology to build greenfield solutions that quickly solve business problems with the ability to understand and translate business requirements into technical solutions. This Software engineer should have most of the following key skills - Strong commercial software engineering experience - Go, Python, Typescript, node etc - Solid rational database exposure - MySQL, Postgres - A well rounded skill set in streaming systems - Kafa, Kinesis etc - Strong AWS deployment exposure - Understanding of column-oriented databases - BigQuery, ClickHouse etc - A product focussed, business first approach to engineering - Experience working in a fast paced product lead environment - Experience operating data systems at scale - Any experience working in a FinTech or regulated industry - Cloud native architecture exposure - AWS massively preferred - Solid pipeline automation skills (CI/CD) In return this Software Engineer will receive: - Base salary of up to £100,000 - Long term remote working (one day a month on site max) - Generous equity stake with a clear business exit strategy - Bonus scheme - Private healthcare - Flexible working hours - Clear progression and personal development opportunities - 25 days annual leave plus bank holidays - Private pension - Regular salary reviews So if you are a software engineer who gets excited about greenfield development and playing a key role in building high traffic, enterprise grade applications for household names then please apply now to be considered. Software Engineer Up to £100,000 Product, FinTech, Kafka, data systems, AWS, Clickhouse, CI/CD, cloud native Python, JavaScript, node, express, react, aws, serverless, cloud, cloud native, Typescript TPBN1\_UKTJ

ML & AI Engineer – Python, LLM, RAG, GCP We are seeking a Machine Learning / AI Engineer to help build and deploy production-grade generative AI and LLM systems powering next-generation conversational digital experiences. This role focuses on designing and engineering LLM applications, RAG pipelines and scalable AI infrastructure using Python and Google Cloud (GCP). You will work on cutting-edge agentic AI and conversational AI platforms, building services that support intelligent assistants and automated customer interactions. Key Responsibilities \* Build and deploy LLM-based applications and generative AI solutions \* Develop RAG (Retrieval Augmented Generation) pipelines \* Engineer scalable microservices-based AI platforms \* Design and maintain data pipelines using Python and Spark \* Implement CI/CD pipelines for machine learning and AI systems \* Work with GCP services including Vertex AI, BigQuery, Dataflow, Spanner and Firestore \* Contribute to prompt engineering, LLM evaluation and monitoring \* Build integrations between AI agents and enterprise systems Required Skills \* Strong Python development experience \* Experience building LLM or generative AI applications \* Knowledge of RAG pipelines and prompt engineering \* Experience with microservices architecture and CI/CD \* Hands-on experience with Google Cloud Platform (GCP) \* Familiarity with Spark or large-scale data pipelines Nice to Have \* Experience with LangChain, LangGraph or agentic AI frameworks \* Knowledge of multi-agent architectures or AI orchestration \* Experience building production AI platforms This is an opportunity to work on large-scale AI engineering challenges, delivering production AI systems and intelligent digital assistants using modern LLM, generative AI and cloud-native technologies

Location: Erskine, Scotland - Hybrid Candidates must be eligible for clearance Were looking for a talented and motivated Machine Learning Engineer to join our growing team. This is an exciting opportunity for women who want to advance their career in AI/ML, work on meaningful projects, and thrive in a supportive, collaborative environment. What Youll Do: Design, develop, and deploy machine learning models using modern frameworks and libraries. Collaborate closely with data scientists, engineers, and stakeholders to turn ideas into impactful solutions. Optimize and deploy models with tools like TensorFlow Serving, TorchServe, ONNX, and TensorRT. Build and manage ML pipelines using MLflow, Kubeflow, and Azure ML Pipelines. Work with large-scale data using PySpark and integrate ML solutions into production environments. Monitor and improve model performance to ensure accuracy and efficiency. Contribute to team knowledge by mentoring and supporting colleagues. Bring creativity and fresh perspectives to problem-solving and technical solutions. What Were Looking For: We welcome applications from women who are passionate about machine learning and eager to grow: Strong Python skills and experience with ML libraries (pandas, NumPy, scikit-learn, XGBoost, LightGBM, CatBoost, TensorFlow, Keras, PyTorch). Familiarity with model deployment and serving tools (ONNX, TensorRT, TensorFlow Serving, TorchServe). Experience with ML lifecycle tools (MLflow, Kubeflow, Azure ML Pipelines). Knowledge of distributed data processing (PySpark) and software engineering principles (Git). A collaborative mindset and excellent problem-solving abilities. Experience in data cleansing, exploratory data analysis, and visualisation. A continuous learning mindset and interest in emerging AI/ML technologies. Why Join Us? Work on impactful AI projects with real-world applications. Be part of a collaborative and forward-thinking team. Access to continuous learning and development opportunities. Flexible working arrangements and a supportive work culture. TPBN1\_UKTJ

London/Colchester

Permanent - Hybrid
Up to £70,000 + bonus

VIQU have partnered with a leading technology-driven organisation seeking a Linux Engineer to join their growing Technology team. This is a hands-on, technically focused role where the Linux Engineer will support and optimise a mission-critical SAP HANA platform running on SUSE Linux Enterprise Server, while also contributing to cloud integration with Microsoft Azure. The role blends BAU support with project delivery, providing scope to influence platform improvements and work alongside a skilled infrastructure and DevOps team.

Key Responsibilities:

Manage and maintain SUSE Linux Enterprise Server (SLES) environments.
Monitor systems, troubleshoot issues, and optimise performance.
Ensure system security and compliance with industry standards.
Automate tasks using Bash, Python, or Perl scripts.
Design, deploy, and manage Linux workloads in Azure.
Implement and manage virtual networks, storage, and Azure resources.
Ensure high availability and disaster recovery of critical systems.
Use Azure DevOps for CI/CD pipeline automation and infrastructure as code (IaC).
Collaborate with developers, DBAs, and network engineers to provide technical guidance.
Document system configurations, procedures, and troubleshooting steps.

Key Requirements:

Proven experience as a Linux Administrator, ideally with SLES.
Hands-on SAP HANA administration and optimisation experience.
Proficiency with Microsoft Azure, including ARM templates, Azure CLI, and PowerShell.
Strong Scripting skills (Bash, Python, Perl) for automation.
Experience supporting large-scale enterprise environments.
Excellent problem-solving and collaboration skills.
SUSE or Microsoft Azure certifications are a plus.

Apply today to speak with VIQU in confidence or contact Belle Hegarty via the VIQU website
Know someone exceptional for this Linux Engineer position? Refer them and receive up to £1,000 if successful (terms apply).

Data Scientist - Optimisation & Operations Research

North West London (Hybrid, 3 days on-site) | £550 - £750/day

The Opportunity

We’re recruiting on behalf of a globally recognised organisation undergoing a major transformation in how it uses data to drive operational decisions. This is a rare chance to work on genuinely complex, high-impact decision-support software - embedding cutting-edge optimisation and machine learning directly into live operations.

You’ll join a high-performing, Agile product squad as a full-stack Data Scientist, sitting at the intersection of data engineering, ML, and operations research.

What You’ll Be Doing

• Designing and delivering optimisation and ML models (linear/mixed-integer programming, heuristics, supervised/unsupervised learning) in Python, from prototype to production
• Building robust, automated data pipelines and integrating models into cloud-based deployment pipelines with CI/CD
• Owning features end-to-end - from stakeholder requirements through to algorithm hardening, edge-case handling, and value measurement
• Working with orchestration frameworks (Dagster/Airflow), experiment tracking (MLflow), and containerised infrastructure (Docker/ECS)
• Collaborating closely with business stakeholders and contributing to roadmap and feature prioritisation

What We’re Looking For

• Strong operational research and optimisation background - this is a must
• Fluent Python, with hands-on experience of scikit-learn, pandas, numpy, Gurobi or similar OR packages
• Production ML/optimisation software experience - you’ve shipped models that run at scale
• Cloud platform experience (AWS preferred); familiarity with SageMaker, DVC, GitHub Actions a bonus
• Strong SQL and data engineering fundamentals
• Experience in airline, aviation, transport, or engineering/maintenance environments is highly desirable
• Master’s degree (or equivalent) in Data Science, ML, or Operational Research - or strong demonstrable industry experience

AI is changing how software is built - join a team leveraging its capabilities.

Full Stack Developer - AI-first approach

• Location - Onsite in Southampton, Hampshire.
• Tech - JavaScript, TypeScript, AI
• Salary circa 55,000 - 65,000

This is your opportunity to join a growing digital technology specialist as a Full Stack Developer using AI daily to improve speed, quality and customer outcomes. This role is ideal for someone who is comfortable moving between frontend, backend, data, and web, and who is already using AI tools as part of their day-to-day development workflow.

You’ll be working in a pragmatic, collaborative environment where developers take ownership of features from concept through to deployment, and where modern tooling and AI-assisted development are actively encouraged.

What You’ll Be Doing

• Building and maintaining features end-to-end, from UI through to APIs, databases, and deployment
• Working across multiple parts of the stack rather than specialising in a single layer
• Contributing to technical and architectural decisions
• Using AI-assisted development tools to support coding, testing, documentation, and delivery
• Helping improve development practices as tools and technologies evolve

What We’re Looking For

• Experience with a modern frontend framework (React, Vue, Svelte or similar)
• Backend development experience in at least one language (Node.js/TypeScript, Python, Go, C# or similar)
• Experience working with APIs, relational databases, and cloud environments
• Familiarity with CI/CD, containers, and modern deployment practices
• Ability to think about systems holistically, including performance, security, and reliability

AI & Modern Development

• Practical experience using Claude for programming efficiency and tools such as GitHub, Copilot, Cursor, or similar
• Understanding of where AI adds value in the software development lifecycle
• Interest in emerging areas such as LLM APIs, RAG, or automation is beneficial but not essential

If you’re a developer who enjoys working across the full stack, solving challenging problems, and using AI to improve how software is built, we’d love to hear from you.

Please contact Tom Rayner on (phone number removed) or email (url removed)

Spectrum IT Recruitment (South) Limited is acting as an Employment Agency in relation to this vacancy.

Location: Hybrid Shropshire or Sussex
Salary: Competitive salary plus benefits

We are currently supporting a leading technology business that delivers large-scale data solutions across complex and highly secure environments. Due to ongoing project growth, they are seeking to appoint a Data Engineer to join their expanding data engineering team.

This role will focus on designing and delivering robust data integration solutions, building scalable pipelines, and collaborating closely with client stakeholders to support data-driven decision-making across critical systems.

The Role

As a Data Engineer, you will be responsible for building and maintaining data pipelines and integration solutions within enterprise environments. The role covers the full delivery lifecycle, from gathering requirements through to deployment and operational support.

Key Responsibilities:

• Design and implement robust data integration solutions (batch and near real-time)
• Build and maintain scalable data pipelines for ingestion, transformation, and curation
• Work with large and complex datasets across enterprise platforms
• Collaborate with product teams and client stakeholders to translate requirements into technical solutions
• Support live systems, troubleshoot issues, and ensure service continuity
• Work within Agile delivery teams alongside engineers, analysts, and business stakeholders
• Contribute to best practises and continuous improvement across the data engineering capability

Experience Required

We are looking for engineers with strong fundamentals in data engineering and proven experience delivering solutions within complex environments.

Essential Skills and Experience:

• Strong SQL and data modelling skills
• Experience with ETL/ELT tools such as Informatica, Talend, Pentaho, AWS Glue, or similar
• Familiarity with data platforms such as Oracle, Cloudera, or enterprise data warehouses
• Proficiency in programming or scripting languages such as Python or Bash
• Designing and maintaining data pipelines and integration processes
• Experience working within Agile delivery environments

Desirable Experience:

• Experience with cloud platforms such as AWS
• Familiarity with job scheduling or orchestration tools (e.g. Airflow or similar)
• Knowledge of reporting and visualisation tools such as Power BI, Business Objects, or Pentaho
• Experience with CI/CD and version control tooling

Location: Wokingham Hybrid - 50/50
Duration: 25/09/2026 / role starts with a 6 months contract
Rate 644
MUST BE PAYE THROUGH UMBRELLA

MUST HOLD A ACTIVE SC CLEARANCE
Role Description:

Qualifications

• Relevant certifications (e.g., CyberArk Defender, CISSP, CISM)
• Experience in cloud environments (AWS, Azure, GCP) and hybrid infrastructures
• Knowledge of DevSecOps practices and CI/CD pipeline integration

Key Responsibilities

• Design, deploy, and manage PAM solutions (e.g., CyberArk, BeyondTrust, Delinea)
• Implement least privilege access models and enforce secure credential management
• Monitor and audit privileged access activities across systems and applications
• Integrate PAM tools with SIEM, IAM, and other security platforms
• Develop and maintain policies, procedures, and documentation for PAM operations
• Conduct regular access reviews, privilege audits, and risk assessments
• Collaborate with IT, DevOps, and Security teams to ensure seamless PAM integration
• Provide technical support and troubleshooting for PAMrelated issues
• Stay current with industry trends, threats, and best practices in access management

Required Skills & Qualifications

• Experience in PAM engineering or cybersecurity roles
• Proficiency with PAM tools such as CyberArk, BeyondTrust, or Delinea
• Strong understanding of Active Directory, LDAP, and authentication protocols
• Experience with scripting (PowerShell, Python) for automation and reporting
• Familiarity with compliance frameworks (ISO 27001, NIST, GDPR)
• Excellent problemsolving, communication, and documentation skills

Data Architect Hybrid RCT (South Wales)

IntaPeople are proud and excited to be appointed to recruit an experienced Data Architect for a Welsh-based not-for-profit sector client on an exclusive growth project.

This is a very exciting opportunity to join their fast-growing Data function in this newly created position. You will be joining the data team as one of the first handful of team members in this area of the business which will work with external partners to build out the organisations data capability offering. As a Data Architect, you will be responsible for designing, building, and maintaining robust, scalable, and secure data pipelines and platform that enable them to make data -driven decisions at a enterprise level.

Working closely with the Head of Data Engineering you will help grow out this data function with the recruitment of further data engineering resources whilst working closely with solutions architects and Software Engineers. You will also get the opportunity to progress into a leadership role if this suited the individuals desires and capabilities.

You will shape, govern and assure the organisation s data architecture, defining, designing and maintaining strategic data models, standards, flows and governance structures that support organisational goals, ensure compliance, foster collaboration across business areas, and enable the organisation to make data-driven decisions

Essential Skills

• Proven experience as a Senior Data Engineer or Data Architect (or similar/related role).
• Experience with Enterprise level Data sets.
• Expertise and practical experience in designing and aligning data models across multiple subject areas, applying recognised patterns and industry standards.
• Familiarity with structured architectural approaches found in TOGAF (data architecture) or equivalent.
• Proven experience defining and evolving data governance, including data quality, metadata, lineage, and policy assurance across services.
• Strong capability in data profiling, source system analysis and identifying links across problem domains to define common, reusable solutions.
• Experience of communicating technical information and data to a non technical audience and working collaboratively with analysts, architects, and product owners to deliver data solutions that meet user and organisational needs.
• Ability to lead and mentor other team members.
• Demonstrable knowledge of data modelling and data warehousing within platforms such as Azure or AWS.
• Practical experience with Microsoft Azure services, including Azure Data Lake (Gen2), Synapse, Event Hubs, and Cosmos DB, within scalable cloud -based architectures.
• Robust understanding of data governance, data quality, and metadata management.

Desirable skills

• Experience with Azure Data Factory, Databricks, or Apache Spark, following modern ETL/ELT principles.
• Experience in using Git, Azure DevOps, or GitHub Actions for version control, CI/CD, and collaborative data delivery.
• Experience with Big Data.
• Certification in data architecture or governance frameworks (e.g., TOGAF, DAMA, DCAM, EDMC).
• Experience of using programming languages such as Python, Scala and SQL
• Welsh language skills.

Key Responsibilities (at a glance):

• Establish Data strategies and data modelling internally within the data estate
• Lead the design and oversight of enterprise aligned data models and supporting data architecture, ensuring that all modelling approaches follow organisational standards, recognised patterns, and enable scalable, high quality data flows across services.
• Provide expert architectural guidance to technical teams delivering cloud based data platforms, ensuring that data integration, modelling, metadata and design decisions align with organisational and enterprise-wide standards
• Work closely with other business leaders to maintain governance and compliance within their data estate.
• Work closely with data analysts,data engineering, Enterprise and solution architects, DevOps, and business stakeholders through regular communication and collaborative planning to ensure data solutions are closely aligned with business objectives and effectively meet user needs.
• Contribute to the development and execution of the Data Strategy by maintaining thorough documentation of data processes, architectures, and workflows to ensure all technical and process information is systematically recorded, updated and data initiatives deliver business value and are aligned with broader technology and organisational goals
• Research into emerging technologies and upcoming trends
• Provide oversight to teams building data processing pipelines and integration patterns, ensuring their artefacts are consistent with data architecture principles and metadata strategies.
• Lead on the introduction of foundational data management capabilities to improve trust, accessibility, and efficiency in an organisation that has limited data management capability, lacks data management practices, including governance, metadata standards, and quality controls.
• Design, implement, and optimise physical data models that align with pipeline architecture, by using the approach that ensures efficient query performance, scalable storage, and robust integration and delivers adaptable and resource -efficient data processing, meeting the organisation s evolving analytical and operational demands.
• Managing the aspirations of a variety of stakeholders to enable successful project delivery can be challenging, especially when their priorities may differ or even conflict and require reconciliation to meet business and project needs.

What you ll get in return (at a glance)

• A salary of circa £62,500 - £67,500 (depending on experience)
• 28 days annual leave + public bank holidays
• Hybrid working - To be based in their brand new, modern offices 1-2 days per week
• A flexible working environment
• Competitive Legal and General pension Scheme (8% employer contribution)
• 4 x Death in service
• The opportunity to work on modern and industry changing projects
• Progression and development opportunities
• Free Rail travel throughout Wales and discounted throughout the UK
• Salary sacrifice scheme such as cycle to work, electric vehicle
• A chance to truly contribute to large scale digitalisation projects within Wales

For more information click APPLY now or for a confidential chat call Nathan Handley on (phone number removed).

This role is commutable from Swansea, Bridgend, Pontypridd, Cardiff and Newport or surrounding areas.

Job Title: AI Engineer / Data & AI Scientist (LLM, Generative AI, Python)

We are recruiting for an AI Engineer / Data & AI Scientist to join a high-impact programme building next-generation conversational AI and generative AI platforms. This role focuses on developing production-grade LLM applications, agent-based AI systems and RAG pipelines used in large-scale customer-facing environments.

This is an opportunity to work on advanced AI assistant and conversational AI technology, building scalable multi-agent architectures and generative search systems using modern AI frameworks.

Key Responsibilities

• Design and build LLM-powered applications using Python and Generative AI frameworks
• Develop RAG (Retrieval Augmented Generation) pipelines and AI orchestration workflows
• Build and deploy agent-based AI systems using tools such as LangGraph, CrewAI or similar frameworks
• Engineer scalable AI infrastructure across Azure and GCP environments
• Implement prompt engineering, model evaluation and LLMOps monitoring
• Develop AI products including conversational AI assistants, summarisation tools and generative search capabilities

Required Skills

• Strong Python development experience
• Experience building production LLM or Generative AI applications
• Knowledge of RAG pipelines, prompt engineering and vector search
• Experience with agentic AI frameworks (LangGraph, CrewAI or similar)
• Exposure to LLMOps, model evaluation or monitoring
• Experience with cloud AI platforms such as Azure AI or Vertex AI (GCP)

Desirable Experience

• Conversational AI or AI assistant platforms
• Multi-agent architectures
• Responsible AI, AI ethics or guardrail design
• Agile / Scrum environments

This is an excellent opportunity for an AI Engineer, Machine Learning Engineer, LLM Engineer or Generative AI Engineer looking to build production AI systems and next-generation conversational AI platforms.

Apply now to work on cutting-edge generative AI and LLM technologies.

ABOUT BG AUTOMOTIVE

BG Automotive (BGA) is a leader in the Automotive Aftermarket spares industry, catering to both UK and export markets. At BGA, you will join a dynamic environment where innovation and data-driven decision-making are at the core of our success.

As a Data Scientist, you will work on impactful projects that range from advanced analytics and predictive modelling to business intelligence and process optimization. Collaborate with cross-functional teams to extract insights from data and develop solutions that enhance efficiency and drive growth.

We are looking for a curious and creative individual with a strong analytical mindset, technological fluency, and a passion for solving complex problems. If you thrive on uncovering insights through data and developing actionable solutions, BGA is the ideal place to advance your career.

What you will do:

• Analyse large and complex datasets to uncover insights and inform decision-making.
• Design and implement machine learning models to address business challenges.
• Develop dashboards, reports, and visualizations to present data-driven insights.
• Collaborate with cross-functional teams to identify opportunities for data-driven improvements
• Assist with the implementation of Oracle ERP, contributing data expertise in replacing Legacy systems and helping shape data flows, reporting structures, and integrations from the ground up.
• Improve processes through predictive analytics and statistical modelling.
• Create data-driven systems in collaboration with our software development team.
• Communicate findings clearly and effectively to both technical and non-technical stakeholders.

Required Skills:

• Proven experience (2+ years) in data science, machine learning, and statistical analysis
• Degree in Data Science, Computer Science, Mathematics, or a related field.
• Proficiency in Python for data analysis and machine learning.
• Strong knowledge of data visualization tools (Preferably Power BI).
• Strong SQL skills - comfortable with joins, subqueries, window functions, and query optimisation
• Experience with ETL processes and building/maintaining data pipelines.
• Excellent communication skills, with the ability to explain complex ideas simply.
• Ability to translate business problems into analytical solutions.

Desirable Skills:

• Experience with Oracle ERP or exposure to large-scale ERP implementation projects.
• Experience with cloud platforms (e.g., AWS, Azure, or Google Cloud).
• Exposure to Rust, C# or other object-oriented programming languages.
• Knowledge of frontend development (HTML, CSS, JavaScript) is a plus.

What We Offer You:

• Competitive Salary: We re open to tailoring the job offer to fit your skills and experience.
• Environment: Work from our modern Swindon offices.
• Growth Opportunities: Be part of an ambitious, fast-growing company.
• Supportive Team: Join a close-knit group that values fresh ideas, innovation, and teamwork.
• Workplace pension
• On-site parking, Drinks & Fruit complimentary, Service gifts for 5,10,15 plus years, Increased holiday for long service.

Join a leading independent technology and services provider as a Java Developer - e-Trading! Job OverviewJoin a fast-paced and highly collaborative eFX Quantitative Developer team within Global Markets. You'll help build and enhance a best-in-class eFX trading platform, working closely with quants and traders to drive automation, performance, and revenue. This role sits within the Principal Flow Trading stream and offers hands-on ownership of the full development lifecycle. Location: London (Hybrid) Daily Rate: Flexible Contract Length: Until Dec 2026 Start Date: ASAP Key Responsibilities Develop and enhance a low-latency, high-throughput eFX algorithmic trading platform Own initiatives end-to-end: analysis, design, implementation, delivery Design, implement, and back-test pricing and execution strategies Build analytics to monitor model and platform performance Enhance the proprietary eTrading framework used across Global Markets Collaborate closely with quants, traders, and technology teams in an agile environment Key Requirements Strong business knowledge of electronic trading, ideally eFX Proven experience building low-latency, event-driven algorithmic trading platforms Advanced Java expertise, including lock-free and low-garbage techniques Experience working with quant teams and implementing algorithmic models Familiarity with messaging protocols such as Aeron, Kafka, FIX, SBE, ITCH, OUCH Knowledge of time-series databases (preferably KDB) and Python for analytics Full-stack experience (React) is beneficial for building trader tools and dashboards Additional Information Interview Process: Typically 2 stages - technical interview, system design, and team discussion How to ApplyIf you're interested in this role, click 'apply now' to forward an up-to-date copy of your CV, or call us today. If this job isn't quite right for you, but you are looking for a new position, please contact us for a confidential discussion about your career. Hays Talent Solutions is a trading division of Hays Specialist Recruitment Limited and acts as an employment agency for permanent recruitment and employment business for the supply of temporary workers. By applying for this job you accept the T&C's, Privacy Policy and Disclaimers which can be found at hays.co.uk

Technical Lead (.NET)

Location: Leeds, Hybrid
Salary: Up-to 82,500 + Benefits

We’re working with a growing organisation looking for a Technical Lead (.NET) to join their team. This is a hands-on role combining development and technical leadership, working across an exciting, diverse range of projects including web platforms, geospatial applications, and public sector systems.

The Role

• Lead and mentor developers while remaining hands-on
• Develop applications using .NET and/or Python
• Build and deploy solutions on AWS or Azure
• Work with Docker, APIs and modern architectures
• Contribute to solution design, code reviews, and technical delivery
• Collaborate with stakeholders and support project proposals

Key Skills

• Strong experience with .NET and/or Python
• Cloud experience with AWS or Azure
• Database experience (SQL Server or PostgreSQL)
• Experience with REST APIs and containerisation (Docker)
• Leadership or mentoring experience

This is a great opportunity to work on impactful projects while shaping technical delivery within a growing team.

Apply now or get in touch to learn more.

Role: Lead QA Engineer
Location: Leeds, hybrid
Package: 65,000 + Benefits

We’re working with a growing business looking for aLead QA Engineer to join their Leeds team. You’ll lead a team of testers while remaining actively involved in testing, automation and quality strategy across a range of digital and enterprise projects.

Responsibilities

• Lead and mentor a testing team
• Participate in hands-on testing
• Develop and implement test strategies
• Use automation tools like Python, Selenium & Playwright
• Collaborate with stakeholders across projects

Requirements

• Strong automation and manual testing (Python, Selenium or Playwright)
• Experience or the desire to lead & mentor a team
• Experience with test strategy, frameworks and planning
• Experience with manual and automated testing

If you’re looking for a collaborative and expanding team with strong progression routes, this could be the ideal role for you.

Click APPLY to be considered for interviews.

Software Engineer with key skills in either Python, Go or Typescript and experience operating data systems at scale is sought on a remote basis by a market leading Fintech.

With recent investment this Software Engineer will be joining a dynamic, autonomous team of six tasked with scaling new product functionality and greenfield solutions. As such proven experience working in a product led, fast paced start or scale up would be hugely beneficial.

This role would suit an experienced software engineer who relishes using the latest technology to build greenfield solutions that quickly solve business problems with the ability to understand and translate business requirements into technical solutions.

This Software engineer should have most of the following key skills

• Strong commercial software engineering experience - Go, Python, Typescript, node etc
• Solid rational database exposure - MySQL, Postgres
• A well rounded skill set in streaming systems - Kafa, Kinesis etc
• Strong AWS deployment exposure
• Understanding of column-oriented databases - BigQuery, ClickHouse etc
• A product focussed, business first approach to engineering
• Experience working in a fast paced product lead environment
• Experience operating data systems at scale
• Any experience working in a FinTech or regulated industry
• Cloud native architecture exposure - AWS massively preferred
• Solid pipeline automation skills (CI/CD)

In return this Software Engineer will receive:

• Base salary of up to £100,000
• Long term remote working (one day a month on site max)
• Generous equity stake with a clear business exit strategy
• Bonus scheme
• Private healthcare
• Flexible working hours
• Clear progression and personal development opportunities
• 25 days annual leave plus bank holidays
• Private pension
• Regular salary reviews

So if you are a software engineer who gets excited about greenfield development and playing a key role in building high traffic, enterprise grade applications for household names then please apply now to be considered.

Software Engineer
Up to £100,000
Product, FinTech, Kafka, data systems, AWS, Clickhouse, CI/CD, cloud native
Python, JavaScript, node, express, react, aws, serverless, cloud, cloud native, Typescript

Onsite - Cardiff
Up to 28,000 per annum

CPS Group are partnering with a Global Data Migration Consultancy that works with many of the world’s largest organisations to extract, migrate, restore, and secure legacy data.

We’re looking for a Junior Network/Hardware Engineer to join the Cardiff-based team. You’ll be working fully onsite with physical hardware, legacy storage systems, connectivity and networking

This would suit someone who wants a hands-on role, has excellent problem solving skills, thrives on finding solutions to tech challenges and want to begin a career in Data Migration with a leading Consultancy. setups, to extracting and restoring critical information for clients.

What You’ll Be Doing

Working on data extraction and restoration projects for a variety of clients
Setting up and configuring restoration equipment
Handling legacy hardware, storage devices, and connectivity challenges
Troubleshooting hardware and network configurations
Writing up documentation and restoration procedures
Collaborating closely with the Data Services Manager to improve restoration processes and tools

Experience within any of the below an advantage

HND or Degree in Computing (or equivalent experience)
Hands-on experience with Windows and Linux systems a benefit
Ability to install, configure, and troubleshoot operating systems, programs, and network services
Comfortable working with physical hardware, RAID systems, and network cabling
Basic scripting knowledge (Python, Bash, VB, or similar)
Good understanding of networking, connectivity, and data migration fundamentals

Bonus points if you have:

Experience configuring or using backup-to-tape software (TSM, BackupExec, Arcserve, etc.)
Knowledge of SQL querying, tape libraries, or data storage systems

If you’re technically minded, curious, and love figuring out how things work - this is a fantastic opportunity to build a unique and rewarding career in data restoration and recovery.

Contact: Zach Bennett - CPS Group

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An exciting opportunity has arisen for a Regulatory Reporting Specialist to join finance and regulatory reporting team within a leading foreign bank in London, providing a wide range of services to both private and corporate clients across the globe.

As a Regulatory Reporting Specialist, you will be will be responsible for producing accurate, timely, and compliant regulatory submissions, ensuring adherence to all relevant prudential, statistical, and supervisory frameworks.

This is a office based fixed term contract role (6-10 month) offering salary range of £80,000 - £90,000.

You will be responsible for:

Regulatory Reporting

• Assist in the preparation and validation of COREP returns, including own Funds, Leverage Ratio, Large Exposure and Credit Risk templates.
• Support the production of Liquidity reports such as LCR, NSFR, ALMM, PRA110
• Support the production of Statistical and FSA returns such as BT, Els, SL, MLAR and FSA017.
• Assist in preparation and submission of FINREP return (F1 to F12).
• Ensure submissions are complete, accurate, and compliant with the latest regulatory standards.
• Maintain robust documentation, working papers, and audit trails for all regulatory outputs.

Data Management & Controls

• Ensure the integrity, consistency, and accuracy of data feeding into regulatory reports.
• Perform variance analysis, trend assessment, and data quality checks.
• Support enhancements to the regulatory reporting control framework and governance processes.

Regulatory Interpretation

• Stay up to date with changes to regulatory rules and frameworks (CRR, Basel, PRA Rulebook, Statistical Reporting guidance, IFRS where relevant).
• Assess the impact of new or amended regulations on reporting requirements.
• Provide technical advice to internal stakeholders and support in implementing regulatory changes.

Stakeholder Engagement

• Collaborate closely with Finance, Risk, Treasury, Product teams, and external auditors.
• Respond to regulatory queries and information requests in a timely and accurate manner.
• Support internal and external audits relating to regulatory reporting processes.
• Process Improvement
• Identify opportunities to enhance and streamline reporting processes.
• Contribute to system upgrades, data warehouse enhancements, or reporting transformation initiatives.
• Support implementation of new reporting tools or regulatory technology solutions.

What we are looking for:

Essential:

• Experience in regulatory reporting within banking, investment firms, or financial services.
• Strong understanding of PRA, FCA, and Bank of England reporting frameworks.
• Excellent analytical skills with strong attention to detail.
• Skilled in reporting tools, excel, and large data sets.

Desirable:

• Experience with RegTech solutions(e.g., AxiomSL, WoltersKluwer OneSumX, Vermeg, Moody s).
• Familiarity with IFRS, financial accounting, or capital/liquidity risk management.
• Coding or automation skills(SQL, Python, VBA).

Key Attributes:

• Strong communication skills, able to summarise complex regulatory concepts clearly.
• Proactive, self-motivated, and able to work under pressure to tight deadlines.
• Highly organised, with strong ownership and accountability.
• Curious mindset with commitment to continuous improvement.

Apply now for this fantastic Regulatory Reporting Specialist opportunity to take the next step in your career with a well-established financial institution.

Important Information: We endeavour to process your personal data in a fair and transparent manner. In applying for this role, Additional Resources will be acting in your best interest and may contact you in relation to the role, either by email, phone or text message. For more information see our Privacy Policy on our website. It is important you are aware of your individual rights and the provisions the company has put in place to protect your data. If you would like further information on the policy or GDPR please contact us.

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similar titles: Regulatory Reporting Specialist, Regulatory Reporting Officer, Regulatory Reporting Analyst, Prudential Reporting Analyst