Data Analytics Job Trends in London

Data Analytics
England > London

The table below provides summary statistics and salary benchmarking for jobs advertised in London requiring Data Analytics skills. It covers permanent job vacancies from the 6 months leading up to 25 October 2025, with comparisons to the same periods in the previous two years.

6 months to
25 Oct 2025
Same period 2024 Same period 2023
Rank 110 162 134
Rank change year-on-year +52 -28 -6
Permanent jobs citing Data Analytics 343 359 475
As % of all permanent jobs in London 2.89% 2.05% 2.36%
As % of the Processes & Methodologies category 3.10% 2.28% 2.52%
Number of salaries quoted 168 160 341
10th Percentile £46,250 £47,225 £50,500
25th Percentile £60,000 £60,000 £57,500
Median annual salary (50th Percentile) £71,000 £75,000 £75,000
Median % change year-on-year -5.33% - -3.23%
75th Percentile £100,000 £87,500 £92,500
90th Percentile £130,000 £101,500 £115,000
England median annual salary £62,500 £65,000 £66,000
% change year-on-year -3.85% -1.52% -5.71%

All Process and Methodology Skills
London

Data Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in London.

Permanent vacancies with a requirement for process or methodology skills 11,081 15,762 18,871
As % of all permanent jobs advertised in London 93.33% 89.91% 93.68%
Number of salaries quoted 7,056 9,427 15,395
10th Percentile £36,250 £42,500 £41,750
25th Percentile £51,263 £56,250 £55,000
Median annual salary (50th Percentile) £73,080 £75,000 £75,000
Median % change year-on-year -2.56% - +3.45%
75th Percentile £96,250 £97,500 £95,000
90th Percentile £120,000 £120,000 £116,250
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

Data Analytics
Job Vacancy Trend in London

Historical trend showing the proportion of permanent IT job postings citing Data Analytics relative to all permanent IT jobs advertised in London.

Data Analytics job vacancy trend in London

Data Analytics
Salary Trend in London

Salary distribution trend for jobs in London citing Data Analytics.

Salary distribution trend for jobs in London citing Data Analytics

Data Analytics
Salary Histogram in London

Salary distribution for jobs citing Data Analytics in London over the 6 months to 25 October 2025.

Salary histogram for Data Analytics in London

Data Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the London region over the 6 months to 25 October 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Central London +28 53 £85,000 +17.24% 101
West London +2 2 £65,000 -18.75% 25
South London +25 1 £40,000 - 13
East London - 1 £40,000 - 19
Data Analytics
England

Data Analytics
Co-Occurring Skills & Capabilities in London by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 24 (7.00%) Apache Spark
2 11 (3.21%) Apache Airflow
3 8 (2.33%) SAS
4 6 (1.75%) Apache
5 4 (1.17%) Apache Synapse
6 2 (0.58%) SharePoint
7 1 (0.29%) Adobe Experience Manager
7 1 (0.29%) Confluence
7 1 (0.29%) Jupyter
7 1 (0.29%) Oracle Workflow
Applications
1 46 (13.41%) Microsoft Excel
2 10 (2.92%) Microsoft Office
3 6 (1.75%) SPSS
4 2 (0.58%) Microsoft PowerPoint
Business Applications
1 13 (3.79%) SAP S/4HANA
2 5 (1.46%) NetSuite
3 4 (1.17%) Dynamics CRM
4 2 (0.58%) Infor M3
4 2 (0.58%) Oracle EBS
4 2 (0.58%) Relativity
5 1 (0.29%) FIS Private Capital Suite
5 1 (0.29%) Sage 200
5 1 (0.29%) Shopify
Cloud Services
1 88 (25.66%) Power Platform
2 70 (20.41%) Azure
3 68 (19.83%) AWS
4 27 (7.87%) GCP
5 23 (6.71%) Snowflake
6 21 (6.12%) Azure Synapse Analytics
7 18 (5.25%) SaaS
8 13 (3.79%) Serverless
9 12 (3.50%) dbt
10 11 (3.21%) AWS Lambda
10 11 (3.21%) Azure Data Factory
11 10 (2.92%) Amazon Kinesis
12 9 (2.62%) Azure DevOps
13 7 (2.04%) Amazon S3
13 7 (2.04%) Collibra
13 7 (2.04%) Fivetran
14 6 (1.75%) Amazon EMR
14 6 (1.75%) Dropbox
15 5 (1.46%) AWS CloudFormation
15 5 (1.46%) GitHub
Communications & Networking
1 1 (0.29%) Broadband
1 1 (0.29%) FTP
1 1 (0.29%) PPP
Database & Business Intelligence
1 87 (25.36%) Power BI
2 62 (18.08%) Tableau
3 47 (13.70%) Data Warehouse
4 40 (11.66%) Big Data
5 29 (8.45%) Metadata
6 25 (7.29%) Amazon Redshift
6 25 (7.29%) NoSQL
7 18 (5.25%) Hadoop
8 15 (4.37%) Data Lake
8 15 (4.37%) Data Mining
8 15 (4.37%) Power Query
9 13 (3.79%) KDB
10 12 (3.50%) Looker
10 12 (3.50%) SQL Server
11 9 (2.62%) Qlik Sense
12 8 (2.33%) Kdb+
13 7 (2.04%) PostgreSQL
14 6 (1.75%) Amazon RDS
14 6 (1.75%) BigQuery
14 6 (1.75%) EDRMS
Development Applications
1 5 (1.46%) Git
2 4 (1.17%) Jenkins
2 4 (1.17%) JIRA
2 4 (1.17%) MLflow
2 4 (1.17%) Vite
3 2 (0.58%) ER Studio
General
1 177 (51.60%) Finance
2 121 (35.28%) Social Skills
3 102 (29.74%) Law
4 98 (28.57%) Analytical Skills
5 44 (12.83%) Banking
5 44 (12.83%) Inclusion and Diversity
6 39 (11.37%) Marketing
7 38 (11.08%) Legal
8 29 (8.45%) Games
9 26 (7.58%) Financial Institution
10 23 (6.71%) Front Office
11 19 (5.54%) Presentation Skills
12 12 (3.50%) Investment Banking
12 12 (3.50%) Retail
13 9 (2.62%) Advertising
13 9 (2.62%) Manufacturing
14 8 (2.33%) Public Sector
15 7 (2.04%) Influencing Skills
16 5 (1.46%) Back Office
16 5 (1.46%) Organisational Skills
Job Titles
1 75 (21.87%) Analyst
2 67 (19.53%) Senior
3 50 (14.58%) Data Analyst
4 40 (11.66%) Lead
5 27 (7.87%) Data Engineer
6 25 (7.29%) Artificial Intelligence Engineer
7 24 (7.00%) Architect
8 23 (6.71%) Software Engineer
9 21 (6.12%) Senior Analyst
10 20 (5.83%) Developer
11 19 (5.54%) Data Analytics Analyst
12 18 (5.25%) Senior Manager
13 17 (4.96%) Product Lead
14 16 (4.66%) Audit Manager
14 16 (4.66%) Auditor
15 12 (3.50%) IT Manager
15 12 (3.50%) Senior Software Engineer
16 11 (3.21%) Consultant
16 11 (3.21%) IT Audit Manager
16 11 (3.21%) Junior
Libraries, Frameworks & Software Standards
1 29 (8.45%) Kafka
2 7 (2.04%) React
3 6 (1.75%) FastAPI
4 5 (1.46%) LangChain
4 5 (1.46%) LangGraph
4 5 (1.46%) Middleware
4 5 (1.46%) PyXLL
5 4 (1.17%) Apache Beam
5 4 (1.17%) Jest
5 4 (1.17%) JSON Web Signature
5 4 (1.17%) JWT
5 4 (1.17%) OAuth
5 4 (1.17%) OpenID
5 4 (1.17%) PyTorch
5 4 (1.17%) Spring
5 4 (1.17%) TensorFlow
6 3 (0.87%) PySpark
7 2 (0.58%) NumPy
7 2 (0.58%) Pandas
7 2 (0.58%) REST
Miscellaneous
1 44 (12.83%) Algorithms
2 28 (8.16%) Product Ownership
3 26 (7.58%) Management Information System
4 20 (5.83%) FMCG
5 18 (5.25%) Equities
6 15 (4.37%) Onboarding
6 15 (4.37%) Self-Motivation
7 14 (4.08%) Public Cloud
8 11 (3.21%) Cloud Native
9 8 (2.33%) Analytical Mindset
10 7 (2.04%) Credit Risk
10 7 (2.04%) Distributed Computing
10 7 (2.04%) Reinsurance
11 6 (1.75%) Cybercrime
11 6 (1.75%) Distributed Systems
11 6 (1.75%) Market Risk
12 5 (1.46%) Greenfield Project
12 5 (1.46%) Legacy Systems
13 4 (1.17%) AI Agents
13 4 (1.17%) Augmented Reality
Operating Systems
1 12 (3.50%) Unix
2 9 (2.62%) Windows
3 8 (2.33%) Linux
4 1 (0.29%) AIX
4 1 (0.29%) Robot Operating System
4 1 (0.29%) Windows Server
Processes & Methodologies
1 343 (100.00%) Analytics
2 118 (34.40%) AI
3 113 (32.94%) Business Intelligence
4 88 (25.66%) Decision-Making
5 77 (22.45%) Problem-Solving
6 73 (21.28%) Agile
7 71 (20.70%) Data Governance
8 69 (20.12%) Machine Learning
9 68 (19.83%) Data Modelling
10 65 (18.95%) SDLC
11 63 (18.37%) DevOps
12 57 (16.62%) Data Engineering
12 57 (16.62%) Visualisation
13 56 (16.33%) CI/CD
13 56 (16.33%) Risk Management
14 54 (15.74%) Data Analysis
15 51 (14.87%) Software Engineering
16 50 (14.58%) Business Strategy
16 50 (14.58%) ETL
17 49 (14.29%) Thought Leadership
Programming Languages
1 139 (40.52%) Python
2 123 (35.86%) SQL
3 26 (7.58%) Java
4 14 (4.08%) C++
5 12 (3.50%) R
6 10 (2.92%) Data Analysis Expressions
6 10 (2.92%) JavaScript
7 9 (2.62%) Scala
8 8 (2.33%) C
9 5 (1.46%) C#
9 5 (1.46%) Fortran
9 5 (1.46%) PL/SQL
10 4 (1.17%) Rust
10 4 (1.17%) TypeScript
11 3 (0.87%) PowerShell
11 3 (0.87%) T-SQL
11 3 (0.87%) VBA
12 1 (0.29%) Clojure
12 1 (0.29%) Groovy
12 1 (0.29%) PHP
Qualifications
1 117 (34.11%) Degree
2 43 (12.54%) Master's Degree
3 33 (9.62%) CISA
4 31 (9.04%) PhD
5 29 (8.45%) CISSP
6 21 (6.12%) CISM
7 14 (4.08%) ACCA
7 14 (4.08%) CRISC
8 9 (2.62%) CIMA
9 7 (2.04%) Computer Science Degree
9 7 (2.04%) Security Cleared
10 6 (1.75%) AWS Certification
11 5 (1.46%) SC Cleared
12 4 (1.17%) ISACA
13 3 (0.87%) CCAB
13 3 (0.87%) CFA
13 3 (0.87%) Postgraduate
14 2 (0.58%) CIPFA
14 2 (0.58%) ICAEW
14 2 (0.58%) Microsoft Certification
Quality Assurance & Compliance
1 56 (16.33%) Data Quality
2 30 (8.75%) ISO/IEC 27001
3 22 (6.41%) QA
4 10 (2.92%) GDPR
5 8 (2.33%) COBIT
5 8 (2.33%) IFRS
5 8 (2.33%) NIST
5 8 (2.33%) Sarbanes-Oxley
6 7 (2.04%) Cyber Essentials
6 7 (2.04%) GRC
6 7 (2.04%) ITGC
7 3 (0.87%) Actionable Recommendations
7 3 (0.87%) MiFID
8 1 (0.29%) Accessibility
8 1 (0.29%) GAAP
8 1 (0.29%) HIPAA
System Software
1 4 (1.17%) Docker
2 1 (0.29%) Active Directory
2 1 (0.29%) Firmware
2 1 (0.29%) Hyper-V
2 1 (0.29%) VMware Infrastructure
Systems Management
1 24 (7.00%) Terraform
2 19 (5.54%) Kubernetes
3 5 (1.46%) RSA Archer
4 4 (1.17%) EnCase
4 4 (1.17%) FTK
4 4 (1.17%) Single Sign-On
Vendors
1 44 (12.83%) Microsoft
2 33 (9.62%) Databricks
3 23 (6.71%) SAP
4 18 (5.25%) Oracle
5 12 (3.50%) Google
6 9 (2.62%) Salesforce
7 8 (2.33%) Alteryx
8 7 (2.04%) Progress
9 5 (1.46%) Adobe
9 5 (1.46%) ServiceNow
10 4 (1.17%) Cellebrite
10 4 (1.17%) CrowdStrike
10 4 (1.17%) Fortinet
10 4 (1.17%) Informatica
10 4 (1.17%) OpenAI
10 4 (1.17%) Palo Alto
11 3 (0.87%) Pinterest
11 3 (0.87%) TikTok
12 2 (0.58%) GoldenSource
12 2 (0.58%) Intel