Financial Services & Fintech

A Fraud Analyst investigates suspicious transactions, accounts, or behaviours to identify and prevent fraudulent activity. In financial services, this involves reviewing flagged alerts from automated detection systems, conducting case investigations, gathering evidence, making accept/decline decisions, and reporting confirmed fraud in line with regulatory obligations. Analysts must balance fraud prevention with customer experience — incorrectly flagging legitimate transactions has real costs for both businesses and customers. Modern fraud analysis increasingly involves data-led detection. Analysts are expected to understand how fraud detection models work, identify patterns in transaction data, and contribute to the tuning of rules and thresholds. Specialist areas within fraud include account takeover, authorised push payment (APP) fraud, identity fraud, first-party fraud, and insider threat. Communication and investigation skills are as important as technical ones — fraud analysts frequently liaise with law enforcement, other banks, and regulatory bodies.

A Risk Analyst identifies, assesses, and helps mitigate financial, operational, or regulatory risks within an organisation. Day-to-day work involves building risk models, analysing data to spot patterns or exposures, producing risk reports for senior stakeholders, and recommending controls or process changes. Risk Analysts work closely with compliance, finance, and operations teams to ensure the business operates within its risk appetite. The role sits at the intersection of data analysis, business understanding, and regulatory awareness. In financial services, analysts may focus on credit, market, or liquidity risk; in other sectors the focus shifts to operational or enterprise-wide risk. Strong Excel and data skills are essential, and proficiency in tools like Python, SQL, or risk management platforms (e.g. Archer, MetricStream) is increasingly expected.

An AML (Anti-Money Laundering) Analyst works to detect, investigate, and report suspicious financial activity that may indicate money laundering, terrorist financing, or other financial crime. Day-to-day work involves reviewing transaction monitoring alerts generated by automated systems, conducting customer due diligence (CDD) and enhanced due diligence (EDD) on higher-risk clients, preparing Suspicious Activity Reports (SARs) for submission to the National Crime Agency (NCA), and maintaining accurate records in line with the Money Laundering Regulations 2017. AML Analysts work closely with compliance, legal, and front-line relationship teams, and operate within a tightly regulated environment where accuracy and sound judgement are essential. The role exists across a wide range of organisations — retail banks, investment firms, payment institutions, crypto exchanges, and professional services firms including law firms and accountancies. Entry-level positions typically focus on first-line transaction monitoring alert review, progressing to more complex investigations and customer risk assessments. Strong attention to detail, the ability to analyse patterns across large volumes of data, and clear written communication for SAR preparation are the core competencies employers assess at interview.

A RegTech Analyst works at the intersection of regulatory compliance and technology, helping organisations implement and manage software solutions that automate, streamline, or enhance their compliance processes. Day-to-day work involves analysing regulatory requirements and mapping them to technology capabilities, supporting the evaluation and onboarding of RegTech tools, maintaining regulatory change management processes, and working with compliance, IT, and data teams to ensure technology solutions meet both legal requirements and business needs. The role requires a combination of compliance knowledge, analytical thinking, and comfort with technology platforms — making it one of the most forward-looking entry points in the compliance market. RegTech Analyst roles exist in two main contexts: within regulated firms (banks, insurers, payment institutions) who are implementing RegTech solutions to improve their compliance operations, and within RegTech vendors who need analysts to support product development, client implementation, and regulatory mapping. Both offer strong career foundations, with vendor roles typically providing faster exposure to a variety of regulatory problems and client environments. The UK is one of the world's leading RegTech hubs, supported by the FCA's Innovation Hub and Regulatory Sandbox, which creates a dynamic job market for early-career professionals in this space.

A Junior Actuary applies statistical and mathematical techniques to assess financial risk and uncertainty, typically within insurance, pensions, investment management, or financial services. Day-to-day work involves building and running actuarial models, analysing large datasets, preparing reports for senior actuaries and management, supporting reserving calculations, and contributing to pricing or capital modelling projects. Junior Actuaries work under the supervision of qualified actuaries and are expected to be progressing through the Institute and Faculty of Actuaries (IFoA) examinations throughout their early career. The role demands strong mathematical and statistical ability combined with commercial awareness and clear communication skills — actuaries must be able to explain complex probabilistic analysis to non-technical stakeholders including boards and regulators. In the UK, actuarial roles are most concentrated in the London market (Lloyd's of London, general and life insurance), Edinburgh (life and pensions), and the major consulting firms. Demand is growing in newer areas including cyber insurance, climate risk, and data science applications, meaning the discipline is evolving well beyond its traditional insurance heartland.

A Payments Operations Analyst monitors, supports, and improves the processes that enable an organisation to send and receive payments accurately, on time, and in compliance with regulatory requirements. Day-to-day work involves investigating payment failures and exceptions, reconciling transaction data between internal systems and bank statements or payment scheme records, monitoring payment processing metrics such as success rates and settlement timings, supporting incident management when payment systems fail, and working with product and engineering teams to improve payment flows. The role combines operational problem-solving with data analysis and sits at the boundary between finance, technology, and customer experience. Entry-level positions typically focus on exception investigation, reconciliation, and first-line incident support, progressing toward process improvement, scheme compliance monitoring, and project work on payment system upgrades. Payments Operations roles are concentrated in financial services — banks, payment institutions, fintechs, and e-commerce businesses — and are regulated by the FCA and the Payment Systems Regulator (PSR). The UK is one of the world's leading payments markets, home to Faster Payments, BACS, CHAPS, and a large concentration of fintech firms, creating strong demand for operationally capable payments professionals who understand both the technical and regulatory dimensions of the payments landscape.