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Finance and FinTech

Building and analysing the technology behind financial systems

Overview

Finance and FinTech covers the technology roles that build, analyse, and optimise financial systems — from payment platforms and banking software to algorithmic trading infrastructure and financial data analysis. Professionals in this category combine technical skills with financial domain knowledge to work on some of the most performance-sensitive and highly regulated software in the industry.

The category spans both engineering and analytical roles. FinTech Developers build the software that powers digital banking, payments, and financial products. Quantitative Analysts apply mathematics and statistics to financial modelling and trading. IT Financial Analysts bridge technology spend and business finance. Payment Systems Specialists focus on the transaction infrastructure used by banks, fintechs, and merchants. These roles consistently command premium compensation due to the combination of technical depth and financial domain expertise required.

Roles in this Category

13 roles

Skills

Hard Skills

  • Python
  • Financial Regulation and Compliance
  • API Design
  • Statistical Modelling
  • Risk Management
  • Data Engineering
  • Systems Architecture
  • SQL
  • Security and Cryptography

Soft Skills

  • Analytical ThinkingReasoning precisely on systems where errors have financial consequence
  • Attention to DetailCompliance failures and data errors carry direct regulatory and financial risk
  • CommunicationTranslating technical and model outputs for compliance, risk, and business audiences
  • Regulatory AwarenessUnderstanding legal frameworks that constrain every design and implementation decision
  • CollaborationBridging engineering, compliance, risk, and financial domain teams
  • Problem SolvingDiagnosing failures in live financial infrastructure where resolution time is costly

Tools & Software

PythonSQLApache KafkaPostgreSQLMicrosoft AzureAWSGitGitHubBloomberg TerminalDocker

Core Themes

  • Building payment systems, banking platforms, and financial data pipelines
  • Developing algorithmic trading systems and quantitative models
  • Analysing technology costs and financial performance across IT functions
  • Processing high-volume, low-latency financial transactions reliably and securely
  • Working within strict regulatory frameworks — FCA, PCI DSS, SOX, MiFID II
  • Integrating financial APIs, open banking standards, and payment gateways
  • Applying statistical and mathematical modelling to financial risk and opportunity

Typical Entry Points

Most roles require degrees in Computer Science, Mathematics, Finance, or Engineering. Quantitative roles typically expect a postgraduate qualification in a mathematical discipline. FinTech development roles are accessible to strong software engineers who develop financial domain knowledge. CFA and FRM certifications support progression in finance-adjacent technical roles. Direct entry without financial domain understanding is uncommon at most organisations.

Who This Category Is For

  • Engineers and analysts who want to work in a high-stakes, high-compensation sector
  • Those with a mathematics, statistics, or finance background considering a technical career
  • People who are comfortable working in strictly regulated, compliance-heavy environments
  • Those drawn to performance-critical systems where precision and reliability are non-negotiable
  • Software engineers who want to specialise in a domain that commands consistent salary premiums
  • People with financial services experience who want to move into more technical roles
  • Those interested in algorithmic trading, quantitative finance, or financial modelling specifically
  • People who want domain expertise alongside engineering — not just general software development

Related Categories

Recommended Reading

Advances in Financial Machine Learning — Marcos López de Prado

Machine Learning for Algorithmic Trading — Stefan Jansen

Python for Finance — Yves Hilpisch

DeFi and the Future of Finance — Harvey, Ramachandran & Santoro