Data & Analytics

Roles focused on collecting, analysing, and interpreting data to drive business decisions. In demand across every industry.

Roles in this skill area

  • A Data Analyst collects, cleans, and interprets structured and unstructured data to help organisations make better decisions. Core work i...

    Estimated salary: £28,000–£50,000 (junior to mid-level, UK). Senior Data Analyst roles £50,000–£70,000+. London and fintech roles command a premium.

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  • A BI (Business Intelligence) Developer designs, builds, and maintains the reporting and analytics infrastructure that organisations use t...

    Estimated salary: £28,000–£45,000 (junior to mid-level, UK). Senior BI Developers £45,000–£65,000. BI Architects and data platform leads £65,000–£90,000+. Financial services and technology sector roles in London typically sit at the higher end of each band.

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  • A Data Quality Analyst ensures that the data an organisation relies on for decisions, reporting, and operations is accurate, complete, co...

    Estimated salary: £28,000–£45,000 (entry to mid-level, UK). Senior Data Quality Analysts £45,000–£60,000. Data Quality Managers and Heads of Data Governance £60,000–£85,000+. Financial services and healthcare roles in London typically sit at the higher end of each band.

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  • A Junior Actuary applies statistical and mathematical techniques to assess financial risk and uncertainty, typically within insurance, pe...

    Estimated salary: £28,000–£40,000 (graduate / junior entry, UK). Mid-level actuaries in examination progress £40,000–£60,000. Qualified actuaries (FIA or FFA) £70,000–£120,000+. London market and consulting roles at the higher end. Exam progress directly impacts salary progression at most firms.

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  • An MLOps Support Analyst helps an organisation deploy, monitor, and maintain machine learning models in production, bridging the gap betw...

    Estimated salary: £30,000–£48,000 (entry to mid-level, UK). Senior MLOps Engineers £50,000–£75,000. ML Platform Engineers and Heads of MLOps £75,000–£110,000+. Financial services, tech, and AI-native company roles in London sit at the higher end. The discipline is in high demand and salaries have risen significantly since 2022.

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  • A Healthcare Data Analyst extracts, processes, and analyses clinical and operational data to help healthcare organisations understand pat...

    Estimated salary: £27,000–£40,000 (entry to mid-level, UK, NHS Agenda for Change Band 5–6). Senior Healthcare Data Analysts £40,000–£55,000 (Band 7). Principal Analysts and Heads of Analytics £55,000–£75,000+ (Band 8a–8b). Private sector and NHS Improvement/NHS England roles may sit outside AfC pay scales and can be higher.

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  • A Health Informatics Specialist works at the intersection of healthcare, information technology, and data management — designing, impleme...

    Estimated salary: £32,000–£48,000 (entry to mid-level, NHS Band 5–6). Senior Health Informatics Specialists £48,000–£65,000 (Band 7). Principal Informatics and Heads of Digital £65,000–£90,000+ (Band 8a–8b). Private sector health IT roles and NHS England senior roles often exceed NHS Agenda for Change scales.

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  • An Energy Data Analyst collects, processes, and analyses data on energy consumption, generation, and costs to help organisations reduce t...

    Estimated salary: £27,000–£42,000 (entry to mid-level, UK). Senior Energy Data Analysts £42,000–£58,000. Energy Managers and Heads of Energy £58,000–£85,000+. Energy suppliers, grid operators, and large industrial users at the higher end. Consulting roles in energy advisory practices offer competitive salaries with faster progression.

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