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 24 November 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Nov 2025
Same period 2024 Same period 2023
Rank 118 162 146
Rank change year-on-year +44 -16 -10
Permanent jobs citing Data Analytics 350 381 415
As % of all permanent jobs in London 2.73% 2.17% 2.21%
As % of the Processes & Methodologies category 2.98% 2.38% 2.36%
Number of salaries quoted 193 175 301
10th Percentile £46,250 £50,850 £50,000
25th Percentile £55,000 £60,000 £57,887
Median annual salary (50th Percentile) £70,000 £75,000 £75,000
Median % change year-on-year -6.67% - -3.23%
75th Percentile £100,000 £90,000 £90,000
90th Percentile £130,000 £103,750 £115,000
England median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - -7.14%

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 11,761 16,000 17,574
As % of all permanent jobs advertised in London 91.60% 91.06% 93.58%
Number of salaries quoted 7,425 9,431 14,292
10th Percentile £36,250 £42,500 £41,500
25th Percentile £51,250 £56,250 £55,938
Median annual salary (50th Percentile) £72,500 £75,000 £75,000
Median % change year-on-year -3.33% - +3.45%
75th Percentile £95,000 £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% - -2.44%

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 24 November 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 24 November 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 +10 47 £92,500 +23.33% 28
East London -8 7 £87,500 - 18
West London +5 4 £65,000 -5.45% 16
South London +28 1 £40,000 -30.43% 15
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 23 (6.57%) Apache Spark
2 12 (3.43%) Apache Airflow
3 10 (2.86%) SAS
4 7 (2.00%) Apache
5 4 (1.14%) Apache Synapse
6 2 (0.57%) 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 48 (13.71%) Microsoft Excel
2 10 (2.86%) Microsoft Office
3 8 (2.29%) SPSS
4 2 (0.57%) Microsoft PowerPoint
5 1 (0.29%) Notion
Business Applications
1 13 (3.71%) SAP S/4HANA
2 5 (1.43%) NetSuite
3 4 (1.14%) Dynamics CRM
4 2 (0.57%) Infor M3
4 2 (0.57%) Oracle EBS
4 2 (0.57%) Relativity
5 1 (0.29%) FIS Private Capital Suite
5 1 (0.29%) Sage 200
5 1 (0.29%) Shopify
Cloud Services
1 89 (25.43%) Power Platform
2 69 (19.71%) Azure
3 65 (18.57%) AWS
4 26 (7.43%) GCP
5 23 (6.57%) Snowflake
6 20 (5.71%) SaaS
7 19 (5.43%) Azure Synapse Analytics
8 13 (3.71%) dbt
9 12 (3.43%) Serverless
10 10 (2.86%) AWS Lambda
11 9 (2.57%) Amazon Kinesis
11 9 (2.57%) Azure Data Factory
11 9 (2.57%) Azure DevOps
12 8 (2.29%) Collibra
12 8 (2.29%) Dropbox
13 7 (2.00%) Amazon S3
13 7 (2.00%) Fivetran
13 7 (2.00%) GitHub
14 5 (1.43%) Amazon EMR
14 5 (1.43%) Google Analytics
Communications & Networking
1 6 (1.71%) CHAP
2 2 (0.57%) Broadband
3 1 (0.29%) FTP
3 1 (0.29%) PPP
Database & Business Intelligence
1 88 (25.14%) Power BI
2 61 (17.43%) Tableau
3 49 (14.00%) Data Warehouse
4 42 (12.00%) Big Data
5 25 (7.14%) NoSQL
6 24 (6.86%) Amazon Redshift
6 24 (6.86%) Metadata
7 19 (5.43%) Data Mining
8 17 (4.86%) Hadoop
9 15 (4.29%) Power Query
10 13 (3.71%) Data Lake
11 12 (3.43%) SQL Server
12 10 (2.86%) KDB
12 10 (2.86%) Looker
12 10 (2.86%) Qlik Sense
13 8 (2.29%) EDRMS
14 7 (2.00%) BigQuery
15 6 (1.71%) Amazon RDS
15 6 (1.71%) Kdb+
16 5 (1.43%) Amazon Athena
Development Applications
1 5 (1.43%) Git
1 5 (1.43%) Jenkins
2 4 (1.14%) JIRA
3 3 (0.86%) MLflow
3 3 (0.86%) Vite
4 2 (0.57%) ER Studio
5 1 (0.29%) TeamCity
General
1 187 (53.43%) Finance
2 124 (35.43%) Social Skills
3 100 (28.57%) Analytical Skills
4 84 (24.00%) Law
5 46 (13.14%) Banking
6 43 (12.29%) Marketing
7 36 (10.29%) Legal
8 34 (9.71%) Inclusion and Diversity
9 30 (8.57%) Financial Institution
10 25 (7.14%) Games
11 24 (6.86%) Front Office
12 17 (4.86%) Presentation Skills
13 12 (3.43%) Retail
14 11 (3.14%) Manufacturing
15 10 (2.86%) Investment Banking
16 9 (2.57%) Advertising
17 8 (2.29%) Public Sector
18 7 (2.00%) Influencing Skills
19 6 (1.71%) Documentation Skills
20 5 (1.43%) Back Office
Job Titles
1 73 (20.86%) Analyst
2 63 (18.00%) Senior
3 48 (13.71%) Data Analyst
4 39 (11.14%) Lead
5 28 (8.00%) Data Engineer
6 23 (6.57%) Architect
7 22 (6.29%) Artificial Intelligence Engineer
7 22 (6.29%) Auditor
7 22 (6.29%) Developer
8 21 (6.00%) Senior Manager
9 20 (5.71%) Audit Manager
9 20 (5.71%) Data Analytics Analyst
9 20 (5.71%) Senior Analyst
10 18 (5.14%) Software Engineer
11 17 (4.86%) Internal Auditor
12 15 (4.29%) Compliance Officer
12 15 (4.29%) Product Lead
13 13 (3.71%) IT Manager
14 12 (3.43%) IT Audit Manager
15 10 (2.86%) Trainee Analyst
Libraries, Frameworks & Software Standards
1 27 (7.71%) Kafka
2 8 (2.29%) React
3 5 (1.43%) Middleware
3 5 (1.43%) PyXLL
4 4 (1.14%) Apache Beam
4 4 (1.14%) FastAPI
4 4 (1.14%) LangChain
4 4 (1.14%) LangGraph
5 3 (0.86%) Jest
5 3 (0.86%) JSON Web Signature
5 3 (0.86%) JWT
5 3 (0.86%) OAuth
5 3 (0.86%) OpenID
5 3 (0.86%) PySpark
5 3 (0.86%) PyTorch
5 3 (0.86%) Spring
5 3 (0.86%) TensorFlow
6 2 (0.57%) NumPy
6 2 (0.57%) Pandas
6 2 (0.57%) XML
Miscellaneous
1 40 (11.43%) Algorithms
2 29 (8.29%) Management Information System
3 26 (7.43%) Product Ownership
4 22 (6.29%) Onboarding
5 18 (5.14%) Self-Motivation
6 16 (4.57%) Equities
7 15 (4.29%) FMCG
8 11 (3.14%) Public Cloud
9 8 (2.29%) Cloud Native
9 8 (2.29%) Cybercrime
10 7 (2.00%) Analytical Mindset
11 6 (1.71%) Credit Risk
11 6 (1.71%) Distributed Systems
11 6 (1.71%) Fixed Income
11 6 (1.71%) Market Risk
12 5 (1.43%) Blockchain
12 5 (1.43%) Distributed Computing
12 5 (1.43%) Legacy Systems
12 5 (1.43%) Reinsurance
13 4 (1.14%) Greenfield Project
Operating Systems
1 11 (3.14%) Unix
2 9 (2.57%) Windows
3 8 (2.29%) Linux
4 1 (0.29%) AIX
4 1 (0.29%) Robot Operating System
4 1 (0.29%) Windows Server
Processes & Methodologies
1 350 (100.00%) Analytics
2 118 (33.71%) AI
3 116 (33.14%) Business Intelligence
4 86 (24.57%) Decision-Making
5 79 (22.57%) Agile
6 72 (20.57%) Problem-Solving
7 69 (19.71%) Data Governance
7 69 (19.71%) Data Modelling
8 62 (17.71%) Risk Management
9 61 (17.43%) Machine Learning
10 59 (16.86%) SDLC
11 57 (16.29%) Data Engineering
11 57 (16.29%) Visualisation
12 55 (15.71%) Data Analysis
12 55 (15.71%) DevOps
13 53 (15.14%) ETL
14 44 (12.57%) Cybersecurity
14 44 (12.57%) Data Pipeline
14 44 (12.57%) Project Management
14 44 (12.57%) Software Engineering
Programming Languages
1 134 (38.29%) Python
2 123 (35.14%) SQL
3 21 (6.00%) Java
4 13 (3.71%) C++
4 13 (3.71%) R
5 10 (2.86%) Data Analysis Expressions
5 10 (2.86%) JavaScript
6 9 (2.57%) Scala
7 6 (1.71%) C
8 5 (1.43%) C#
8 5 (1.43%) Fortran
8 5 (1.43%) PL/SQL
9 3 (0.86%) PowerShell
9 3 (0.86%) Rust
9 3 (0.86%) TypeScript
9 3 (0.86%) VBA
10 2 (0.57%) T-SQL
11 1 (0.29%) Go
11 1 (0.29%) Groovy
11 1 (0.29%) PHP
Qualifications
1 114 (32.57%) Degree
2 39 (11.14%) CISA
3 38 (10.86%) Master's Degree
4 35 (10.00%) CISSP
5 28 (8.00%) PhD
6 27 (7.71%) CISM
7 15 (4.29%) ACCA
8 14 (4.00%) CRISC
9 10 (2.86%) Computer Science Degree
10 7 (2.00%) AWS Certification
10 7 (2.00%) CIMA
10 7 (2.00%) FFIEC
10 7 (2.00%) Security Cleared
11 6 (1.71%) CGEIT
11 6 (1.71%) SANS
12 5 (1.43%) ISACA
12 5 (1.43%) SC Cleared
13 3 (0.86%) CFA
13 3 (0.86%) Postgraduate
14 2 (0.57%) Microsoft Certification
Quality Assurance & Compliance
1 54 (15.43%) Data Quality
2 30 (8.57%) ISO/IEC 27001
3 17 (4.86%) QA
4 15 (4.29%) GDPR
4 15 (4.29%) NIST
5 14 (4.00%) COBIT
6 9 (2.57%) IFRS
6 9 (2.57%) Sarbanes-Oxley
7 7 (2.00%) Cyber Essentials
7 7 (2.00%) GRC
7 7 (2.00%) ITGC
8 5 (1.43%) MiFID
9 4 (1.14%) Actionable Recommendations
10 2 (0.57%) Accessibility
11 1 (0.29%) GAAP
System Software
1 5 (1.43%) 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 20 (5.71%) Terraform
2 16 (4.57%) Kubernetes
3 6 (1.71%) EnCase
3 6 (1.71%) FTK
4 5 (1.43%) RSA Archer
5 3 (0.86%) Single Sign-On
Vendors
1 50 (14.29%) Microsoft
2 35 (10.00%) Databricks
3 21 (6.00%) SAP
4 17 (4.86%) Oracle
5 12 (3.43%) Google
6 9 (2.57%) Alteryx
7 8 (2.29%) Salesforce
8 7 (2.00%) Progress
9 6 (1.71%) Cellebrite
10 5 (1.43%) ServiceNow
11 4 (1.14%) CrowdStrike
11 4 (1.14%) Fortinet
11 4 (1.14%) GoldenSource
11 4 (1.14%) Informatica
11 4 (1.14%) Palo Alto
12 3 (0.86%) OpenAI
12 3 (0.86%) Pinterest
12 3 (0.86%) TikTok
13 2 (0.57%) Adobe
13 2 (0.57%) Intel