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 4 May 2026, with comparisons to the same periods in the previous two years.

6 months to
4 May 2026
Same period 2025 Same period 2024
Rank 157 146 151
Rank change year-on-year -11 +5 +2
Permanent jobs citing Data Analytics 301 324 500
As % of all permanent jobs in London 1.50% 2.54% 2.14%
As % of the Processes & Methodologies category 1.82% 2.65% 2.35%
Number of salaries quoted 190 124 332
10th Percentile £35,000 £42,500 £42,500
25th Percentile £58,199 £59,188 £52,500
Median annual salary (50th Percentile) £80,000 £83,340 £72,000
Median % change year-on-year -4.01% +15.75% -0.69%
75th Percentile £100,000 £100,000 £90,000
90th Percentile £122,500 £118,500 £115,000
England median annual salary £59,773 £60,000 £60,000
% change year-on-year -0.38% - -10.45%

All Process & 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 16,543 12,246 21,301
As % of all permanent jobs advertised in London 82.32% 96.08% 91.27%
Number of salaries quoted 10,939 7,458 16,022
10th Percentile £40,000 £42,500 £38,000
25th Percentile £55,000 £56,250 £52,000
Median annual salary (50th Percentile) £75,000 £75,000 £70,000
Median % change year-on-year - +7.14% -6.67%
75th Percentile £100,000 £100,000 £95,000
90th Percentile £110,000 £123,750 £115,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -12.00%

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 4 May 2026.

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 4 May 2026. 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 -67 42 £97,500 +11.43% 31
East London +18 35 £87,500 - 5
West London -20 11 £30,000 -52.00% 13
South London +26 10 £41,375 -29.57% 3
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 16 (5.32%) Apache Airflow
1 16 (5.32%) Apache Spark
1 16 (5.32%) SAS
2 11 (3.65%) Apache
3 2 (0.66%) Confluence
4 1 (0.33%) ArcGIS
4 1 (0.33%) Oracle Workflow
4 1 (0.33%) SharePoint
4 1 (0.33%) WordPress
Applications
1 35 (11.63%) Microsoft Excel
2 9 (2.99%) MS Visio
2 9 (2.99%) SPSS
3 6 (1.99%) Microsoft PowerPoint
4 4 (1.33%) Microsoft Office
5 1 (0.33%) Notion
Business Applications
1 2 (0.66%) SAP S/4HANA
2 1 (0.33%) Dynamics CRM
2 1 (0.33%) Maximo
2 1 (0.33%) SAP PM
Cloud Services
1 54 (17.94%) Power Platform
2 39 (12.96%) Azure
3 30 (9.97%) AWS
4 22 (7.31%) GCP
5 12 (3.99%) Amazon S3
6 11 (3.65%) SaaS
6 11 (3.65%) Snowflake
7 9 (2.99%) Azure Machine Learning
7 9 (2.99%) Dropbox
7 9 (2.99%) OpenShift
8 8 (2.66%) Microsoft Purview
9 7 (2.33%) dbt
10 6 (1.99%) GitHub
10 6 (1.99%) Power Automate
11 5 (1.66%) Azure DevOps
11 5 (1.66%) Google Analytics
12 4 (1.33%) Azure Synapse Analytics
12 4 (1.33%) Serverless
13 3 (1.00%) Entra ID
13 3 (1.00%) PowerApps
Communications & Networking
1 29 (9.63%) CHAP
2 17 (5.65%) Broadband
3 4 (1.33%) Network Security
4 2 (0.66%) Internet
5 1 (0.33%) Skype
5 1 (0.33%) TCP/IP
Database & Business Intelligence
1 52 (17.28%) Power BI
2 51 (16.94%) Tableau
3 24 (7.97%) Data Warehouse
4 22 (7.31%) Big Data
5 19 (6.31%) Data Mining
6 13 (4.32%) BigQuery
7 11 (3.65%) Apache Hive
7 11 (3.65%) Impala
8 9 (2.99%) EDRMS
8 9 (2.99%) Oracle Database
8 9 (2.99%) Parquet
8 9 (2.99%) Spark SQL
9 8 (2.66%) Data Lake
9 8 (2.66%) Metadata
10 7 (2.33%) NoSQL
11 6 (1.99%) Delta Lake
12 4 (1.33%) Looker
12 4 (1.33%) Star Schema
13 3 (1.00%) Oracle Reports
13 3 (1.00%) SQL Server
Development Applications
1 16 (5.32%) Jenkins
1 16 (5.32%) TeamCity
2 10 (3.32%) Git
3 9 (2.99%) IBM UrbanCode
4 5 (1.66%) MLflow
5 4 (1.33%) JIRA
General
1 152 (50.50%) Finance
2 120 (39.87%) Social Skills
3 93 (30.90%) Analytical Skills
4 65 (21.59%) Banking
5 42 (13.95%) Marketing
6 35 (11.63%) Financial Institution
7 33 (10.96%) Inclusion and Diversity
8 31 (10.30%) Retail
9 21 (6.98%) Law
10 20 (6.64%) Legal
11 13 (4.32%) Investment Banking
12 11 (3.65%) Retail Banking
13 10 (3.32%) Influencing Skills
14 9 (2.99%) Telecoms
15 7 (2.33%) Organisational Skills
15 7 (2.33%) Presentation Skills
16 6 (1.99%) Public Sector
17 5 (1.66%) French Language
17 5 (1.66%) Publishing
18 4 (1.33%) Games
Job Titles
1 72 (23.92%) Senior
2 69 (22.92%) Analyst
3 45 (14.95%) Auditor
4 39 (12.96%) Data Analyst
5 28 (9.30%) Security Auditor
6 26 (8.64%) Internal Auditor
7 24 (7.97%) Architect
7 24 (7.97%) Data Engineer
8 20 (6.64%) Lead
9 18 (5.98%) Trainee
9 18 (5.98%) Trainee Analyst
9 18 (5.98%) Trainee Data Analyst
10 16 (5.32%) Business Analyst
11 14 (4.65%) Senior Analyst
11 14 (4.65%) Senior Auditor
12 13 (4.32%) Data Manager
12 13 (4.32%) Senior Manager
13 12 (3.99%) Audit Manager
13 12 (3.99%) Consultant
13 12 (3.99%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (5.98%) PySpark
2 16 (5.32%) Akka
3 10 (3.32%) CSS
3 10 (3.32%) HTML
4 9 (2.99%) Pandas
5 3 (1.00%) Kafka
5 3 (1.00%) Middleware
5 3 (1.00%) React
6 1 (0.33%) .NET
6 1 (0.33%) .NET Framework
6 1 (0.33%) JSON
6 1 (0.33%) LangChain
6 1 (0.33%) Next.js
6 1 (0.33%) Streamlit
6 1 (0.33%) XML
6 1 (0.33%) XMPP
Miscellaneous
1 42 (13.95%) Management Information System
2 22 (7.31%) Onboarding
3 17 (5.65%) Video\Live Streaming
4 16 (5.32%) Over-the-Top Content
5 15 (4.98%) Blockchain
6 11 (3.65%) Self-Motivation
7 9 (2.99%) Cybercrime
8 8 (2.66%) Data Structures
8 8 (2.66%) Product Ownership
9 7 (2.33%) Social Media
10 6 (1.99%) Derivative
10 6 (1.99%) Fixed Income
10 6 (1.99%) Public Cloud
11 5 (1.66%) Algorithms
11 5 (1.66%) Data Protection Act
11 5 (1.66%) OTC Derivatives
11 5 (1.66%) Virtual Team
12 4 (1.33%) Cyber Defence
12 4 (1.33%) Digital Media
12 4 (1.33%) Distributed Systems
Operating Systems
1 5 (1.66%) Unix
2 3 (1.00%) AIX
2 3 (1.00%) Windows
3 2 (0.66%) Linux
4 1 (0.33%) Android
4 1 (0.33%) Apple iOS
Processes & Methodologies
1 301 (100.00%) Analytics
2 91 (30.23%) Agile
3 87 (28.90%) AI
4 72 (23.92%) Business Intelligence
5 68 (22.59%) Project Management
6 66 (21.93%) Data Governance
7 63 (20.93%) Data Analysis
8 62 (20.60%) Problem-Solving
9 59 (19.60%) Decision-Making
10 58 (19.27%) Risk Management
11 55 (18.27%) Coaching
12 54 (17.94%) Internal Audit
13 53 (17.61%) Data Modelling
14 45 (14.95%) Machine Learning
15 44 (14.62%) Risk Assessment
15 44 (14.62%) Validation
16 43 (14.29%) Information Security
17 40 (13.29%) Stakeholder Engagement
18 38 (12.62%) Data Engineering
18 38 (12.62%) Data Protection
Programming Languages
1 90 (29.90%) SQL
2 88 (29.24%) Python
3 20 (6.64%) Scala
4 9 (2.99%) JavaScript
5 6 (1.99%) R
6 5 (1.66%) Java
7 4 (1.33%) C#
7 4 (1.33%) Data Analysis Expressions
8 3 (1.00%) C
9 2 (0.66%) C++
9 2 (0.66%) Perl
9 2 (0.66%) VBA
10 1 (0.33%) PHP
10 1 (0.33%) PL/SQL
10 1 (0.33%) PowerShell
10 1 (0.33%) T-SQL
10 1 (0.33%) TypeScript
Qualifications
1 64 (21.26%) Degree
2 37 (12.29%) CISSP
3 36 (11.96%) CISA
3 36 (11.96%) CISM
4 29 (9.63%) CGEIT
4 29 (9.63%) FFIEC
4 29 (9.63%) SANS
5 17 (5.65%) Computer Science Degree
6 12 (3.99%) Master's Degree
7 10 (3.32%) Security Cleared
8 7 (2.33%) ACCA
8 7 (2.33%) Cisco Certification
9 6 (1.99%) SC Cleared
10 4 (1.33%) APMG
10 4 (1.33%) Azure Certification
10 4 (1.33%) CCIE
10 4 (1.33%) CCNP
10 4 (1.33%) CCSE
10 4 (1.33%) PhD
11 3 (1.00%) Microsoft Certification
Quality Assurance & Compliance
1 44 (14.62%) Data Quality
2 39 (12.96%) GDPR
3 31 (10.30%) COBIT
4 30 (9.97%) NIST
5 7 (2.33%) MiFID
5 7 (2.33%) PERC
5 7 (2.33%) QA
6 6 (1.99%) Actionable Recommendations
7 4 (1.33%) Accessibility
7 4 (1.33%) IFRS
7 4 (1.33%) IFRS 17
8 3 (1.00%) ITGC
9 2 (0.66%) ISO/IEC 27001
10 1 (0.33%) COSO
10 1 (0.33%) EMIR
10 1 (0.33%) EU AI Act
10 1 (0.33%) PCI DSS
10 1 (0.33%) Solvency II
System Software
1 19 (6.31%) Docker
2 3 (1.00%) Active Directory
2 3 (1.00%) IAG
Systems Management
1 19 (6.31%) Kubernetes
2 9 (2.99%) EnCase
2 9 (2.99%) FTK
3 8 (2.66%) Terraform
4 3 (1.00%) Ansible
5 2 (0.66%) Thomson Reuters DACS
Vendors
1 51 (16.94%) Microsoft
2 15 (4.98%) Databricks
3 13 (4.32%) Oracle
4 11 (3.65%) Cisco
5 9 (2.99%) Cellebrite
5 9 (2.99%) Google
5 9 (2.99%) Red Hat
6 8 (2.66%) Salesforce
7 6 (1.99%) Alteryx
8 5 (1.66%) Informatica
9 4 (1.33%) Arista
9 4 (1.33%) CheckPoint
9 4 (1.33%) F5
9 4 (1.33%) Fortinet
9 4 (1.33%) OpenAI
9 4 (1.33%) Palo Alto
9 4 (1.33%) SAP
10 3 (1.00%) Citrix
10 3 (1.00%) GoldenSource
10 3 (1.00%) Talend