Roles and career paths

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• Cybersecurity & IT

  SOC Analyst

  A Security Operations Centre (SOC) Analyst is responsible for the continuous monitoring, detection, and response to cybersecurity threats across an organisat...

  Expected salary range

  £25,000–£40,000 (L1/L2, UK). L3 and senior SOC roles £40,000–£65,000+. MSSP roles often include shift allowances.

  Relevant qualifications

  CompTIA Security+ is a standard baseline requirement. CompTIA CySA+ is the most relevant mid-tier certification for SOC work. Microsoft SC-200 (Security Operations Analyst) is highly valued for Microsoft Sentinel environments. Splunk Core Certified User/Power User is useful for Splunk-based SOCs. GIAC GSOC and GIAC GCIA are respected advanced certifications. Practical experience on platforms like TryHackMe, Hack The Box, or LetsDefend is increasingly cited by employers as meaningful evidence of capability.

  Eligibility limits

  Right to work in the UK required. Many SOC roles — particularly in government, defence, and critical infrastructure — require Security Clearance (SC) or Developed Vetting (DV). SC eligibility typically requires 5 years UK residency; DV requires 10 years. DBS checks are standard. Shift work (including nights and weekends) is common in 24/7 SOC environments. No formal licence required for commercial roles.

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• Risk, Fraud & Compliance

  Fraud Analyst

  A Fraud Analyst investigates suspicious transactions, accounts, or behaviours to identify and prevent fraudulent activity. In financial services, this involv...

  Expected salary range

  £24,000–£42,000 (analyst level, UK). Senior Fraud Analyst and Fraud Manager roles £42,000–£65,000+.

  Relevant qualifications

  No single mandatory qualification. ACFS (Association of Certified Fraud Specialists) and CFE (Certified Fraud Examiner, ACFE) are the most widely recognised professional credentials. CAMS (Certified Anti-Money Laundering Specialist) is valuable for roles with an AML overlap. ICA Certificate in Financial Crime Prevention is a practical entry-level option. SQL and data analysis skills are increasingly expected — many fraud teams use tools like SAS, FICO Falcon, or internal analytics platforms. Experience with fraud detection systems (e.g. FICO, Featurespace ARIC, or custom ML pipelines) is a strong differentiator at senior levels.

  Eligibility limits

  Right to work in the UK required. DBS check required for most financial services roles. FCA fitness and propriety standards apply. Some roles — particularly those involving law enforcement liaison or access to sensitive financial data — may require enhanced DBS or SC clearance. No formal licence required. Candidates must be able to handle sensitive financial and personal data in line with GDPR.

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• Healthcare & Informatics

  Trust & Safety

  A Trust & Safety professional works to protect users and platforms from harmful content, abuse, fraud, and policy violations. The role involves reviewing esc...

  Expected salary range

  £25,000–£45,000 (analyst/specialist level, UK). Policy and senior operations roles £45,000–£75,000+.

  Relevant qualifications

  No single required qualification. Employers value degrees in law, criminology, social science, psychology, or computer science. Relevant experience in policy, moderation, legal, or online safety roles is highly valued. Familiarity with the Online Safety Act and DSA is increasingly useful. SQL and basic data skills are an advantage. TSPA membership and training programmes are available for professionals in the field.

  Eligibility limits

  No formal licence required. Roles typically require right to work in the UK. Content review roles may have specific language requirements. Some roles require background checks, especially those involving child safety content. Candidates must be 18+. Emotional resilience and the ability to handle distressing content is a stated requirement at most employers.

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• Risk, Fraud & Compliance

  Risk Analyst

  A Risk Analyst identifies, assesses, and helps mitigate financial, operational, or regulatory risks within an organisation. Day-to-day work involves building...

  Expected salary range

  £28,000–£55,000 (junior to mid-level, UK). Senior/specialist roles £55,000–£80,000+.

  Relevant qualifications

  Degree in finance, economics, maths, or statistics preferred. Relevant professional qualifications include IRM Certificate/Diploma in Risk Management, PRMIA Professional Risk Manager (PRM), GARP FRM (Financial Risk Manager), or CFA. Excel proficiency expected; Python, SQL, and Power BI increasingly common. Entry-level roles often accept graduates with strong placement or internship experience.

  Eligibility limits

  No formal licence required. Most employers expect a degree (2:1 or above) in a numerate subject — finance, economics, mathematics, statistics, or a related field. Some roles accept non-numerate degrees with strong analytical experience. Right to work in the UK required. Financial services roles may require FCA fitness and propriety checks.

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• Cybersecurity & IT

  Junior Cybersecurity Analyst

  A Junior Cybersecurity Analyst monitors an organisation's systems and networks for signs of intrusion, malware, or policy violations. Core tasks include revi...

  Expected salary range

  £22,000–£35,000 (entry level, UK). Mid-level SOC Analyst £35,000–£50,000+.

  Relevant qualifications

  CompTIA Security+ is the most widely recognised entry-level certification and is often listed as a minimum requirement or strong preference. CompTIA CySA+, CEH (Certified Ethical Hacker), and Microsoft SC-200 are valued next steps. A degree in cybersecurity, computer science, or a related field is advantageous but not always required. Practical experience via CTF competitions (e.g. TryHackMe, Hack The Box) is highly regarded by employers as a proxy for hands-on skill.

  Eligibility limits

  Right to work in the UK required. Government and defence roles may require Security Clearance (SC) or Developed Vetting (DV) — eligibility typically requires 5+ years UK residency. No formal licence required for commercial roles. Some employers require a DBS check. Entry-level roles are open to career changers with relevant certifications, not just graduates.

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• Data, Analytics & AI

  Data Analyst

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

  Expected salary range

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

  Relevant qualifications

  No single mandatory qualification. Most employers assess candidates on SQL proficiency and portfolio work. Google Data Analytics Professional Certificate and Microsoft Power BI Data Analyst (PL-300) are widely recognised entry-level credentials. Python (via Codecademy, DataCamp, or university courses) is increasingly a baseline expectation. For more senior roles, knowledge of dbt, Airflow, or Spark, alongside cloud certifications (AWS/Azure/GCP data track), strengthens a profile significantly. A GitHub portfolio demonstrating real analytical projects is highly regarded.

  Eligibility limits

  Right to work in the UK required. No formal licence required. A degree is typically expected — data science, mathematics, statistics, computer science, or economics are preferred, though strong candidates from other disciplines are considered. Public sector roles may require BPSS. Roles working with sensitive personal data require understanding of GDPR obligations.

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• Risk, Fraud & Compliance

  Compliance

  A Compliance professional ensures that an organisation operates within the legal, regulatory, and ethical boundaries that govern its industry. In financial s...

  Expected salary range

  £28,000–£55,000 (analyst to manager level, UK). Senior Compliance Manager and Head of Compliance roles £55,000–£120,000+.

  Relevant qualifications

  ICA (International Compliance Association) qualifications — particularly the ICA Certificate and Diploma in Compliance — are the most widely recognised in the UK. CAMS (Certified Anti-Money Laundering Specialist) is highly valued for financial crime compliance roles. GDPR/data protection roles benefit from the BCS Certificate in Data Protection or CIPP/E. ACAMS, ACCA, and legal qualifications (LPC/SQE) are relevant for senior or specialist roles. Most employers also expect a good working knowledge of the FCA Handbook and relevant regulatory guidance.

  Eligibility limits

  Right to work in the UK required. FCA-regulated roles require individuals to meet fitness and propriety standards; certain controlled functions (e.g. CF10 Compliance Oversight) require FCA approval. DBS checks are standard in financial services. A degree is typically expected, though experienced practitioners may be considered without one. Non-UK qualifications may be assessed for equivalency.

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• Data, Analytics & AI

  Business Analyst

  A Business Analyst (BA) acts as a bridge between business stakeholders and technical delivery teams. The role involves eliciting and documenting requirements...

  Expected salary range

  £28,000–£50,000 (junior to mid-level, UK). Senior BA and Lead roles £50,000–£75,000+. Contract rates £350–£600/day.

  Relevant qualifications

  BCS International Diploma in Business Analysis is the most widely recognised UK qualification. IIBA CBAP (Certified Business Analysis Professional) or CCBA are globally recognised for experienced practitioners. Agile and Scrum certifications (e.g. PSM I, SAFe POPM) are valued for delivery-focused roles. Strong working knowledge of tools such as JIRA, Confluence, Visio, Lucidchart, and SQL is commonly expected. Entry-level candidates benefit from a degree in business, information systems, or a related field, combined with placement or project experience.

  Eligibility limits

  No formal licence required. Right to work in the UK required. Public sector roles may require Baseline Personnel Security Standard (BPSS) or higher clearance. Most employers expect a degree (any discipline) or equivalent work experience demonstrating analytical and communication skills. Financial services BAs may require FCA fitness checks in certain senior roles.

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• Cybersecurity & IT

  IT Support

  An IT Support professional provides technical assistance to end users and maintains the hardware, software, and network infrastructure an organisation depend...

  Expected salary range

  £20,000–£32,000 (1st/2nd line, UK). 3rd line and senior roles £32,000–£50,000+.

  Relevant qualifications

  CompTIA A+ is the most widely recognised entry-level IT support certification globally. CompTIA Network+ and Microsoft MD-102 (Endpoint Administrator) are valued next steps. ITIL 4 Foundation is expected or preferred for service-desk focused roles. Microsoft 365 Certified: Fundamentals (MS-900) or Azure Fundamentals (AZ-900) are increasingly relevant as organisations move to cloud. Apprenticeship routes (e.g. Level 3 IT Support Technician) are a well-established alternative to university for this role.

  Eligibility limits

  Right to work in the UK required. DBS check required for roles in healthcare, education, and public sector. Some government and defence roles require BPSS or SC clearance. No formal licence required. Entry-level roles are genuinely open to school leavers, apprentices, and career changers — a degree is not typically required. Customer-facing communication skills are consistently cited as essential.

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• Cybersecurity & IT

  Penetration Tester

  A Penetration Tester — often called an ethical hacker — is hired to attack an organisation's systems, networks, and applications before malicious actors can....

  Expected salary range

  £30,000–£50,000 (junior to mid-level, UK). Senior and lead testers £55,000–£80,000+. Specialist red teamers and CREST-certified consultants in London can exceed £90,000. Day rates for contract testers range from £400–£800+.

  Relevant qualifications

  Degree in computer science or cybersecurity preferred but not essential. Key certifications include OSCP, CREST CRT, CompTIA PenTest+, and CEH. Practical skills in Metasploit, Burp Suite, Nmap, and scripting (Python, Bash) are assessed at interview. Self-study via Hack The Box or TryHackMe is widely accepted as evidence of ability. Right to work in the UK required; SC clearance needed for government and MOD contracts.

  Eligibility limits

  Right to work in the UK required. Government and MOD-adjacent roles require Security Check (SC) clearance or higher; employers will sponsor the process but candidates must be eligible (typically 5 years UK residency). No formal licence required for commercial work, but CREST registration is effectively mandatory for CHECK-approved government testing. Some roles require a clean criminal record given the privileged access involved. No minimum age, but most junior roles expect demonstrable lab or CTF (Capture The Flag) experience.

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• Risk, Fraud & Compliance

  AML Analyst

  An AML (Anti-Money Laundering) Analyst works to detect, investigate, and report suspicious financial activity that may indicate money laundering, terrorist f...

  Expected salary range

  £25,000–£40,000 (entry to mid-level, UK). Senior AML Analysts and investigators £40,000–£55,000. AML managers and MLRO roles £55,000–£90,000+. London financial services roles attract a premium of 10–20% above regional equivalents.

  Relevant qualifications

  Degree in finance, law, economics, or criminology preferred but not required. Key qualifications include ICA Certificate/Diploma in AML, ACAMS CAMS, and ACFE CFE. Practical knowledge of POCA 2002, Money Laundering Regulations, FCA expectations, and SAR submission processes is essential. Familiarity with transaction monitoring platforms (Actimize, Mantas) is advantageous. Right to work in the UK required; FCA fitness and propriety checks apply for certain roles.

  Eligibility limits

  Right to work in the UK required. Roles at FCA-regulated firms may require demonstration of fitness and propriety under SM&CR. Some firms conduct credit checks given the financial crime context. DBS standard checks are common. No minimum age, but the role carries legal obligations around SAR submission requiring maturity and sound judgement.

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• Operations & Infrastructure

  Operations

  An Operations professional ensures that the day-to-day processes and workflows of an organisation run efficiently, accurately, and in compliance with relevan...

  Expected salary range

  £22,000–£40,000 (analyst/associate level, UK). Operations Manager and senior roles £40,000–£65,000+.

  Relevant qualifications

  No single mandatory qualification. CISI Introduction to Securities & Investment is useful for financial services operations roles. Lean Six Sigma (Yellow or Green Belt) is valued for process improvement-focused positions. ITIL 4 Foundation is relevant for technology operations roles. Project management qualifications (PRINCE2 Foundation, AgilePM) are beneficial for senior operations and change roles. Excel and data skills (SQL, Power BI) are increasingly expected even in non-technical operations positions.

  Eligibility limits

  Right to work in the UK required. Financial services operations roles typically require FCA fitness and propriety checks and may require a DBS. Roles in payments or regulated entities may require background screening. No formal licence required. Most employers expect a degree (any discipline) or equivalent experience demonstrating attention to detail and process adherence. Shift and weekend working may be required in roles with operational SLAs.

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• Risk, Fraud & Compliance

  GRC Analyst

  A GRC (Governance, Risk, and Compliance) Analyst supports an organisation's framework for managing risk, meeting regulatory obligations, and ensuring that in...

  Expected salary range

  £28,000–£45,000 (entry to mid-level, UK). Senior GRC Analysts £45,000–£65,000. GRC Managers and Heads of GRC £65,000–£95,000+. Technology sector and financial services GRC roles in London typically sit at the higher end of each band.

  Relevant qualifications

  Degree in business, finance, law, or information systems preferred. Key qualifications include IRM Certificate in Risk Management, ISACA CRISC (for IT-focused GRC), CISA, and CISM. Familiarity with GRC platforms such as Archer or ServiceNow, the three lines of defence model, and UK regulatory frameworks (FCA, GDPR, ISO 31000) is valuable. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Financial services GRC roles may require FCA fitness and propriety checks under SM&CR. Government and defence-adjacent GRC roles may require SC clearance. No formal licence required for commercial roles. Some organisations conduct enhanced background checks given access to sensitive audit and risk documentation.

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• Cybersecurity & IT

  Cloud Security Engineer

  A Cloud Security Engineer designs, implements, and maintains the security controls that protect an organisation's cloud infrastructure — typically across AWS...

  Expected salary range

  £35,000–£60,000 (junior to mid-level, UK). Senior cloud security engineers £65,000–£90,000+. Principal and architect-level roles in London financial services and tech frequently exceed £100,000. Contract day rates typically £500–£900.

  Relevant qualifications

  Degree in computer science or information security preferred but not required. Key certifications include AWS Certified Security Specialty, CCSP (ISC2), Microsoft SC-200, and CompTIA Cloud+. Practical skills in Terraform, Python, and at least one major cloud platform (AWS, Azure, or GCP) are expected. Personal cloud lab projects or open-source contributions are strong differentiators. Right to work in the UK required; SC clearance needed for some public sector and defence roles.

  Eligibility limits

  Right to work in the UK required. Public sector, defence, and some financial services roles require SC or DV clearance — employers sponsor the process but candidates must meet residency requirements (typically 5 years in the UK for SC, 10 for DV). No formal licence or registration required for commercial roles. Some employers conduct background checks given the privileged access to production infrastructure involved.

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• Data, Analytics & AI

  BI Developer

  A BI (Business Intelligence) Developer designs, builds, and maintains the reporting and analytics infrastructure that organisations use to turn raw data into...

  Expected salary range

  £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.

  Relevant qualifications

  Degree in computer science, data science, mathematics, or economics preferred but not required. Key certifications include Microsoft PL-300 (Power BI), Tableau Desktop Specialist, and Azure Data Engineer Associate. SQL proficiency (including CTEs and window functions) is tested at interview. Familiarity with dimensional modelling, cloud data platforms (Azure, AWS, GCP), and dbt is increasingly valued. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence or registration required. Some public sector and healthcare roles may require DBS checks given access to sensitive data. Financial services roles may involve data access that triggers FCA-related background screening.

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• Data, Analytics & AI

  Data Quality Analyst

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

  Expected salary range

  £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.

  Relevant qualifications

  Degree in data science, computer science, mathematics, or a related field preferred but not required. SQL proficiency is the primary technical requirement tested at interview. Python scripting for data validation is increasingly expected. Knowledge of data governance frameworks (DAMA DMBOK), pipeline testing tools (dbt, Great Expectations), and data cataloguing tools (Collibra, Alation) is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Roles in financial services may involve FCA-related background screening given access to sensitive data. Healthcare roles may require DBS checks. No formal licence or registration required for commercial roles. Roles involving personal data require familiarity with GDPR obligations — some employers treat this as an eligibility criterion at interview.

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• Risk, Fraud & Compliance

  RegTech Analyst

  A RegTech Analyst works at the intersection of regulatory compliance and technology, helping organisations implement and manage software solutions that autom...

  Expected salary range

  £28,000–£45,000 (entry to mid-level, UK). Senior RegTech Analysts £45,000–£65,000. RegTech managers and heads of regulatory technology £65,000–£90,000+. Vendor-side roles in London startups may include equity components in addition to base salary.

  Relevant qualifications

  Degree in finance, law, economics, computer science, or data science. Key qualifications include ICA Certificate in Compliance, BCS Business Analysis, and Prince2. Data skills in Excel and SQL are expected. Knowledge of regulatory frameworks (MiFID II, GDPR, AML, Basel) relevant to the sector is advantageous. Right to work in the UK required; FCA fitness and propriety checks apply for roles at regulated firms.

  Eligibility limits

  Right to work in the UK required. Roles at FCA-regulated firms may require fitness and propriety assessment under SM&CR. No formal licence required. Some roles involve access to sensitive regulatory or client data and may involve enhanced background checks.

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• Risk, Fraud & Compliance

  Junior Actuary

  A Junior Actuary applies statistical and mathematical techniques to assess financial risk and uncertainty, typically within insurance, pensions, investment m...

  Expected salary range

  £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.

  Relevant qualifications

  First or 2:1 degree in mathematics, statistics, actuarial science, or economics required. Progression through IFoA examinations (CS1, CS2, CM1, CM2 and beyond) is expected throughout the role — employer-funded study leave is standard. Practical skills in Excel, VBA, and R or Python are expected. Knowledge of Solvency II, IFRS 17, or specific insurance lines develops with experience. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Roles at regulated insurers or pension schemes may require FCA fitness and propriety checks. No additional clearance typically required for commercial roles. Exam failure rates are significant — the IFoA examinations are genuinely demanding — and employers expect sustained commitment to the qualification programme. Most firms have a study policy specifying the consequences of exam failure.

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• Operations & Infrastructure

  Supply Chain Analyst

  A Supply Chain Analyst supports the planning, monitoring, and optimisation of the flow of goods, materials, and information from suppliers through to custome...

  Expected salary range

  £26,000–£40,000 (entry to mid-level, UK). Senior Supply Chain Analysts £40,000–£55,000. Supply Chain Managers and Heads of Supply Chain £55,000–£85,000+. FMCG, pharmaceutical, and financial services supply chain roles typically sit at the higher end of each band.

  Relevant qualifications

  Degree in supply chain, business, mathematics, or operations preferred. CIPS Level 4 Diploma in Procurement and Supply is the most recognised professional qualification. Excel proficiency (pivot tables, VLOOKUP) is the baseline technical requirement; SQL and Power BI are increasingly expected. Familiarity with ERP systems (SAP, Oracle) and inventory management principles is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Some defence and government-adjacent supply chain roles require SC clearance. Pharmaceutical and food sector roles may involve additional regulatory background checks. No formal licence required for commercial roles.

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• Operations & Infrastructure

  Procurement Analyst

  A Procurement Analyst supports an organisation's purchasing function by analysing spend data, evaluating suppliers, supporting sourcing projects, and helping...

  Expected salary range

  £26,000–£40,000 (entry to mid-level, UK). Senior Procurement Analysts £40,000–£55,000. Procurement Managers and Category Managers £55,000–£80,000+. Public sector roles often sit at the lower end of each band; financial services and pharmaceutical procurement at the higher end.

  Relevant qualifications

  Degree in business, finance, supply chain, or economics preferred. CIPS Level 4 Diploma in Procurement and Supply is the most recognised professional credential — many employers fund it. Excel proficiency (pivot tables, VLOOKUP, Power Query) is the baseline technical requirement; SQL and Power BI are increasingly valued. Familiarity with procurement systems (SAP Ariba, Coupa) and spend classification is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Public sector procurement roles may require DBS checks or SC clearance for defence-related contracts. No formal licence required for commercial roles. NHS and local government roles operate under specific public procurement regulations and the Procurement Act 2023 — awareness of these frameworks is expected at interview for public sector positions.

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• Operations & Infrastructure

  Inventory & Demand Planner

  An Inventory & Demand Planner is responsible for forecasting how much of a product customers will want, and ensuring the right amount of stock is available t...

  Expected salary range

  £26,000–£42,000 (entry to mid-level, UK). Senior Inventory & Demand Planners £42,000–£58,000. Planning Managers and S&OP Leads £58,000–£80,000+. Pharmaceutical, FMCG, and technology sector roles typically sit at the higher end of each band.

  Relevant qualifications

  Degree in supply chain, mathematics, statistics, or business preferred. APICS CPIM is the most directly relevant professional certification. CIPS Level 4 and CILT qualifications are also valued. Excel proficiency (including forecasting functions) is the baseline technical requirement. Familiarity with ERP systems and planning tools (SAP, Kinaxis) is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence or registration required. Pharmaceutical and medical device roles may require enhanced background checks given the regulated nature of the supply chain. Some defence supply chain roles require SC clearance.

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• Operations & Infrastructure

  Payments Operations Analyst

  A Payments Operations Analyst monitors, supports, and improves the processes that enable an organisation to send and receive payments accurately, on time, an...

  Expected salary range

  £27,000–£42,000 (entry to mid-level, UK). Senior Payments Operations Analysts £42,000–£58,000. Payments Operations Managers and Heads of Payments £58,000–£90,000+. Fintech and challenger bank roles in London typically sit at the higher end of each band.

  Relevant qualifications

  Degree in finance, economics, business, or computer science preferred but not required. CIPP Payments Professional qualification is the most relevant professional credential. SQL proficiency is increasingly expected for exception management and reconciliation. Familiarity with UK payment schemes (Faster Payments, BACS, CHAPS), payment gateways (Stripe, Adyen), and ISO 20022 is advantageous. Right to work in the UK required; FCA and PSR regulatory awareness is essential for regulated firms.

  Eligibility limits

  Right to work in the UK required. Roles at FCA or PSR-regulated payment institutions require fitness and propriety assessment and may involve credit checks given the financial responsibility involved. DBS checks are standard. Awareness of the Payment Services Regulations, FCA Consumer Duty, and PSR mandatory APP fraud reimbursement rules is expected for roles in regulated firms.

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• Data, Analytics & AI

  AI Prompt Engineer

  An AI Prompt Engineer designs, tests, and refines the instructions — known as prompts — that guide large language models (LLMs) to produce accurate, relevant...

  Expected salary range

  £35,000–£55,000 (entry to mid-level, UK). Senior AI Prompt Engineers and AI Engineers £55,000–£85,000+. Staff and principal-level roles at tech companies and AI labs £85,000–£130,000+. The market is moving fast and salaries are not yet as standardised as in more established disciplines.

  Relevant qualifications

  Degree in computer science, data science, linguistics, or a related discipline preferred but not required. Practical experience with LLM APIs (OpenAI, Anthropic, Google) is the primary credential. Python scripting for automated evaluation is increasingly expected. Understanding of RAG architecture, prompt design patterns (chain-of-thought, few-shot), and evaluation methodology is essential. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence or registration required. Some roles involve access to sensitive data used in AI training or evaluation, which may involve enhanced background checks. Roles at government or defence AI projects may require SC clearance.

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• Data, Analytics & AI

  MLOps Support Analyst

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

  Expected salary range

  £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.

  Relevant qualifications

  Degree in computer science, data science, or mathematics preferred. Python proficiency and SQL are the primary technical requirements. Familiarity with MLflow, cloud ML platforms (AWS SageMaker, Azure ML, GCP Vertex AI), and Docker basics is expected. Understanding of ML evaluation metrics (precision, recall, AUC) and model drift concepts is essential. Right to work in the UK required; SC clearance may be required for defence or government AI roles.

  Eligibility limits

  Right to work in the UK required. No formal licence required. Financial services ML roles may require FCA fitness and propriety screening given access to production systems used in regulated decision-making (credit, fraud). Some government and defence AI roles require SC clearance. Roles involving models trained on personal data require familiarity with GDPR obligations around automated decision-making.

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• Data, Analytics & AI

  Automation / RPA Analyst

  An Automation / RPA Analyst identifies, designs, and supports the deployment of software robots and automated workflows that replace or augment repetitive ma...

  Expected salary range

  £28,000–£45,000 (entry to mid-level, UK). Senior RPA Analysts and RPA Developers £45,000–£65,000. Automation Architects and Heads of RPA £65,000–£95,000+. Financial services and large public sector organisations at the higher end of each band. Contract day rates for experienced RPA developers range from £400–£700.

  Relevant qualifications

  Degree in business, computer science, information systems, or operations preferred but not required. Key certifications include UiPath UCP, Automation Anywhere CAARPA, and Blue Prism Developer Certification. Process mapping skills (BPMN, swimlane diagrams) and requirements documentation are core competencies. SQL, Python, or VBA scripting is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Public sector and NHS roles may require DBS checks. Government and defence automation roles may require SC clearance. No formal licence required for commercial roles. Some financial services automation roles may involve FCA-related screening given access to production operational systems.

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• Risk, Fraud & Compliance

  AI Quality / Testing Analyst

  An AI Quality / Testing Analyst designs and executes the evaluation processes that ensure AI systems — particularly those using large language models or mach...

  Expected salary range

  £32,000–£52,000 (entry to mid-level, UK). Senior AI QA Engineers £52,000–£75,000. AI Safety Evaluators and Heads of AI Quality £75,000–£110,000+. AI lab and safety-focused roles at the highest end. The market is not yet standardised and strong practitioners command significant premiums.

  Relevant qualifications

  Degree in computer science, data science, linguistics, or a related discipline preferred. ISTQB Foundation certificate is the most relevant general QA qualification. Practical experience designing and running AI evaluations is the primary differentiator. Python scripting for automated evaluation is increasingly expected. Understanding of LLM failure modes and evaluation frameworks (LangSmith, Braintrust) is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence required. Roles at AI labs or government AI bodies may require SC clearance or enhanced vetting given access to sensitive model capabilities. Financial services AI testing roles may involve FCA-related screening. Some roles involve exposure to potentially harmful AI outputs during red-teaming — candidates should be aware of the nature of this work.

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• Healthcare & Informatics

  Healthcare Data Analyst

  A Healthcare Data Analyst extracts, processes, and analyses clinical and operational data to help healthcare organisations understand patient outcomes, impro...

  Expected salary range

  £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.

  Relevant qualifications

  Degree in statistics, mathematics, data science, public health, or health informatics preferred. SQL proficiency is the essential technical requirement. R, Python, or STATA are valued for statistical analysis. Familiarity with NHS data standards (HES, ICD-10, SNOMED, NHS Data Dictionary) and data governance frameworks (GDPR, Data Security and Protection Toolkit) is expected. Right to work in the UK required; NHS employment typically requires DBS checks.

  Eligibility limits

  Right to work in the UK required. NHS roles require DBS Enhanced Disclosure for clinical settings. Healthcare data access requires compliance with the Data Security and Protection Toolkit and completion of mandatory information governance training. Access to patient-level data typically requires completion of the NHS Information Governance training module. No formal clinical qualification required for analytical roles, though clinical experience is advantageous.

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• Healthcare & Informatics

  Clinical Coder

  A Clinical Coder translates the clinical terminology in patient health records into standardised numerical and alphanumerical codes that are used for NHS rep...

  Expected salary range

  £24,000–£32,000 (trainee to qualified, NHS Agenda for Change Band 4–5). Qualified RoCC Clinical Coders £30,000–£40,000 (Band 5–6). Senior Clinical Coders and Coding Managers £40,000–£55,000 (Band 6–7). Coding Audit and Quality leads £50,000–£65,000+ (Band 7–8a). London weighting and high cost area supplements apply for London NHS trusts.

  Relevant qualifications

  No formal clinical qualification required to enter. NCCQ Stage 1 and Stage 2 are the primary professional qualifications, leading to RoCC (Registration of Clinical Coders) accreditation. Background in healthcare (nursing, health administration, health sciences) is advantageous. Strong attention to detail and medical terminology knowledge are essential. Right to work in the UK required. NHS employment typically requires DBS Enhanced Disclosure.

  Eligibility limits

  Right to work in the UK required. NHS employment requires DBS Enhanced Disclosure for roles with access to patient health records. Access to clinical records requires mandatory NHS Information Governance training. No age requirement, but the cognitive demands of medical terminology and complex classification systems mean most candidates have completed some post-secondary education or healthcare experience. Some trusts require a minimum of GCSEs or A-levels as an entry criterion.

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• Healthcare & Informatics

  Health Informatics Specialist

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

  Expected salary range

  £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.

  Relevant qualifications

  Degree in health informatics, computer science, nursing, or a related discipline preferred. BCS Health Informatics qualification and FCI membership are recognised professional credentials. HL7 FHIR certification is increasingly valued for interoperability-focused roles. Practical experience with NHS EPR systems (Epic, EMIS, SystemOne), data standards (SNOMED, ICD-10, HL7), and NHS information governance is essential. Right to work in the UK required; DBS checks standard for NHS roles.

  Eligibility limits

  Right to work in the UK required. NHS roles require DBS Enhanced Disclosure for access to clinical systems and patient information. Mandatory NHS Information Governance training required. Clinical informatics roles for registered clinicians (nurses, doctors, allied health professionals) require current professional registration with the relevant regulatory body.

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• Operations & Infrastructure

  Quantity Surveyor

  A Quantity Surveyor manages the financial and contractual aspects of construction and infrastructure projects, ensuring that works are delivered on budget an...

  Expected salary range

  £26,000–£38,000 (graduate / trainee, UK). Chartered QS (MRICS) £40,000–£60,000. Senior QS and commercial managers £60,000–£85,000+. London and major infrastructure projects at the higher end. Contract day rates for experienced chartered QS typically range from £350–£600.

  Relevant qualifications

  Degree in quantity surveying, commercial management, or built environment discipline accredited by RICS. Working toward MRICS via the APC is the primary professional milestone. Proficiency in cost management software (CostX, CATO), standard method of measurement (NRM2), and JCT/NEC contract forms is expected. Strong Excel skills are essential. Right to work in the UK required; some public sector and defence infrastructure roles require SC clearance.

  Eligibility limits

  Right to work in the UK required. CSCS (Construction Skills Certification Scheme) card required for site access at most construction sites — available at graduate level via the CSCS Graduate card. Some government and defence infrastructure roles require SC clearance. No age requirement but APC assessment requires a minimum period of post-graduation experience. Physical site visits are part of the role — appropriate PPE and health and safety awareness are required.

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• Data, Analytics & AI

  Sustainability Analyst

  A Sustainability Analyst researches, measures, and reports on an organisation's environmental, social, and governance (ESG) performance, helping leadership u...

  Expected salary range

  £28,000–£42,000 (entry to mid-level, UK). Senior Sustainability Analysts £42,000–£60,000. Sustainability Managers and Heads of Sustainability £60,000–£90,000+. Financial services, energy, and FTSE-listed company roles typically sit at the higher end. Consulting roles at Big Four and specialist sustainability advisory firms offer competitive salaries with faster progression.

  Relevant qualifications

  Degree in environmental science, sustainability, geography, economics, or a related discipline. IEMA Certificate in Environmental Management, GRI Certified Sustainability Professional, or CFA Certificate in ESG Investing are recognised credentials. Strong Excel and data skills are the baseline. Understanding of the GHG Protocol, TCFD, GRI Standards, and IFRS S1/S2 is expected. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence required for commercial roles. Some energy sector and infrastructure roles may require SC clearance or enhanced background checks. Roles involving financial sustainability disclosures at listed companies may require awareness of FCA market abuse and disclosure obligations.

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• Data, Analytics & AI

  Energy Data Analyst

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

  Expected salary range

  £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.

  Relevant qualifications

  Degree in engineering, physics, mathematics, data science, or environmental science preferred. CEM (Certified Energy Manager) or IEMA Certificate are relevant professional credentials. SQL proficiency and Python or R for time-series analysis are increasingly expected. Familiarity with half-hourly metering data, SECR, ESOS, and UK energy market structures is advantageous. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. No formal licence required for commercial roles. Roles at energy suppliers or grid operators may involve regulatory compliance functions requiring awareness of Ofgem licence conditions. Some energy infrastructure roles may require SC clearance. Work involving smart meter data must comply with the Smart Metering System Operator Code and privacy requirements under GDPR.

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• Risk, Fraud & Compliance

  ESG Analyst

  An ESG Analyst researches and evaluates companies' environmental, social, and governance performance to support investment decision-making, stewardship activ...

  Expected salary range

  £30,000–£48,000 (entry to mid-level, UK). Senior ESG Analysts £48,000–£70,000. ESG Portfolio Managers and Heads of Responsible Investment £70,000–£120,000+. Asset management and investment banking roles in London at the higher end. Bonus structures vary significantly across employers.

  Relevant qualifications

  CFA Certificate in ESG Investing is the most recognised entry-level credential. Degree in finance, economics, environmental science, sustainability, or data science. Experience with ESG data platforms (MSCI, Sustainalytics, Bloomberg ESG, CDP) is highly advantageous. Strong Excel and data skills are baseline; Python or SQL increasingly valued. Understanding of financial analysis and UK/EU ESG regulations (FCA, TCFD, SFDR, ISSB) is expected. Right to work in the UK required; FCA authorisation considerations apply for some regulated roles.

  Eligibility limits

  Right to work in the UK required. Investment management roles at FCA-regulated firms may require FCA authorisation (CF30 or equivalent) depending on the scope of the role. Some roles require completion of regulatory qualifications such as the Investment Management Certificate (IMC). Background checks standard for financial services employment. No additional clearance typically required for commercial roles.

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• Operations & Infrastructure

  Renewable Energy Technician

  A Renewable Energy Technician installs, maintains, and repairs renewable energy systems — primarily solar photovoltaic (PV) arrays, wind turbines, battery st...

  Expected salary range

  £24,000–£35,000 (entry to mid-level, UK). Senior technicians and team leaders £35,000–£50,000. Field service engineers and O&M managers £50,000–£70,000+. Offshore wind roles attract a significant premium — entry-level offshore technicians typically earn £35,000–£50,000 with additional offshore allowances. Contract roles can earn significantly more for experienced technicians.

  Relevant qualifications

  18th Edition IET Wiring Regulations (BS 7671) is the baseline electrical qualification. City and Guilds 2399 (Solar PV) or equivalent for solar roles. GWO Basic Safety Training for wind roles. IPAF licence for MEWP operation. MCS accreditation required for domestic solar and heat pump installation. ECS card and CSCS card required for site access. Level 3 apprenticeship in electrical or engineering is the most common formal entry route. Full clean UK driving licence usually required. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. Full clean driving licence required for most field roles. Offshore wind roles require GWO certification, HUET (Helicopter Underwater Escape Training) for helicopter transfer, and fitness to work offshore medical clearance (OGUK standard). Working at height and confined space certification required for relevant roles. Enhanced DBS checks required for roles involving domestic or educational premises. Physical fitness requirements apply for roles involving ladders, roof work, or turbine climbing.

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• Operations & Infrastructure

  BIM Coordinator

  A BIM (Building Information Modelling) Coordinator manages the digital information processes on a construction or infrastructure project, ensuring that all d...

  Expected salary range

  £30,000–£48,000 (entry to mid-level, UK). Senior BIM Coordinators and BIM Managers £48,000–£70,000. BIM Directors and Digital Delivery Leads £70,000–£100,000+. Infrastructure and major project roles at the higher end. London and major cities command a premium over regional markets.

  Relevant qualifications

  Degree in architecture, engineering, construction management, or quantity surveying. BRE Academy BIM Coordinator qualification or equivalent. Proficiency in Autodesk Revit, Navisworks, and BIM 360/ACC is required. Understanding of ISO 19650, IFC, and COBie is expected. Right to work in the UK required; CSCS card required for site access.

  Eligibility limits

  Right to work in the UK required. CSCS card required for site access on construction projects. SC clearance may be required for defence and government infrastructure projects. Some roles involve access to sensitive asset information and may require enhanced background checks.

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• Operations & Infrastructure

  Infrastructure Project Coordinator

  An Infrastructure Project Coordinator supports the planning, management, and delivery of infrastructure construction and engineering projects — roads, railwa...

  Expected salary range

  £26,000–£40,000 (entry to mid-level, UK). Senior Project Coordinators and Assistant Project Managers £40,000–£55,000. Project Managers £55,000–£80,000+. Senior Project Managers and Programme Managers £80,000–£110,000+. Major infrastructure, rail, and energy projects at the higher end of each band.

  Relevant qualifications

  Degree in civil engineering, construction management, project management, or quantity surveying. APM PMQ or PFQ is the most recognised entry-level PM qualification. PRINCE2 Foundation is widely held. Proficiency in Microsoft Project or Primavera P6 and document control systems is expected. Understanding of NEC4 contract forms and the Infrastructure Planning process is advantageous. CSCS card and full driving licence typically required. Right to work in the UK required.

  Eligibility limits

  Right to work in the UK required. CSCS card required for site access. SC clearance may be required for defence, government, and some utility infrastructure projects. Rail-specific roles may require PTS (Personal Track Safety) certification for trackside working. Some roles involve access to sensitive infrastructure asset information requiring enhanced background checks.

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