PostgreSQL vs MongoDB for UK Software — Honest Technical Comparison (2025)

Updated: June 202510 min read
🐘 PostgreSQL🍃 MongoDB🔒 UK GDPR Implications💷 UK Dev Costs📊 Performance🇬🇧 UK Use Cases

PostgreSQL is ClickMasters' default database for UK software projects. It is the most capable open-source relational database, supports ACID transactions (critical for FinTech and healthcare), has excellent UK GDPR compliance support via row-level security, and is the most widely supported database in the UK developer talent pool. MongoDB is the right choice when you genuinely need a document data model — variable schema, deeply nested documents, horizontal write scaling. For 80% of UK software projects, PostgreSQL is the better choice.

FactorPostgreSQLMongoDB
Data modelRelational — tables, rows, foreign keys, joinsDocument — JSON-like documents, nested arrays, flexible schema
ACID transactions✅ Full ACID across multiple tables✅ ACID transactions from MongoDB 4.0 (multi-document)
Schema flexibilityStrict schema — migrations required for changesFlexible — documents in same collection can have different fields
Query languageSQL — universally known, very expressiveMongoDB Query Language (MQL) — different from SQL, less portable
JOIN operations✅ Native JOIN across tablesLimited — $lookup is available but expensive; data often duplicated
Full-text search✅ Built-in full-text search (good for most cases)✅ Atlas Search (better for complex text search — Atlas only)
Horizontal scalingVertical scaling + read replicas standard; sharding available✅ Built for horizontal scaling — sharding is a first-class feature
UK GDPR — Row-Level Security✅ PostgreSQL RLS — per-user data filtering at DB layerNot natively — application-level filtering required
UK GDPR — Right to ErasureHard delete straightforward — CASCADE deletesDocument deletion straightforward; embedded documents may remain in backups
UK developer talent poolVery large — PostgreSQL is the standard UK choiceLarge but smaller — MongoDB skills are common but PostgreSQL more so
AWS managed service (UK region)AWS RDS PostgreSQL — eu-west-2 (London)MongoDB Atlas — eu-west-2 (London) available
ClickMasters default?✅ Yes — for most UK projectsWhen document model genuinely required

UK GDPR — Which Database Is More Compliant?

Both databases can be made UK GDPR compliant. PostgreSQL's native features make compliance easier:

Q: When should I choose MongoDB over PostgreSQL?

A: Choose MongoDB when: your data genuinely has a variable or deeply nested document structure that is awkward to represent in relational tables, you need to horizontally scale writes across many servers (unusual for most UK SMB/startup scales), or you're building a content management system where document flexibility is a real advantage. Do NOT choose MongoDB simply because your developers are more familiar with JSON or because your API uses JSON — PostgreSQL stores JSON natively (jsonb column) and is typically better for structured data.

Q: Can I use both PostgreSQL and MongoDB in the same system?

A: Yes — polyglot persistence (using different databases for different use cases within one system) is a valid pattern. Common UK example: PostgreSQL for core transactional data (user records, financial transactions), MongoDB for event logs or content with variable schema, Redis for caching and sessions. The overhead is maintaining multiple database technologies — only worthwhile if the use case genuinely requires it.

Q: Which database is better for UK FinTech?

A: PostgreSQL for FinTech. ACID transactions are non-negotiable for financial data — no partial updates, no lost writes. FCA operational resilience requirements and audit trail obligations are better served by PostgreSQL's mature audit logging (pgAudit). UK GDPR right to erasure is more reliably implemented with relational CASCADE DELETE. MongoDB transactions work but PostgreSQL is the battle-tested choice for UK financial services.

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ClickMasters Engineering Team

James Whitmore, CTO

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