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

6 months to
25 Dec 2025
Same period 2024 Same period 2023
Rank 123 144 158
Rank change year-on-year +21 +14 -16
Permanent jobs citing Data Analytics 326 379 363
As % of all permanent jobs in London 2.38% 2.37% 2.06%
As % of the Processes & Methodologies category 2.69% 2.52% 2.21%
Number of salaries quoted 196 162 267
10th Percentile £43,625 £48,850 £51,640
25th Percentile £55,000 £60,000 £57,184
Median annual salary (50th Percentile) £75,000 £75,000 £70,000
Median % change year-on-year - +7.14% -9.68%
75th Percentile £100,000 £92,500 £88,750
90th Percentile £130,000 £109,425 £108,750
England median annual salary £60,000 £65,000 £62,500
% change year-on-year -7.69% +4.00% -8.75%

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 12,135 15,044 16,410
As % of all permanent jobs advertised in London 88.69% 94.24% 93.25%
Number of salaries quoted 7,761 8,534 13,201
10th Percentile £36,250 £42,777 £41,500
25th Percentile £51,250 £56,250 £56,250
Median annual salary (50th Percentile) £73,801 £75,000 £75,000
Median % change year-on-year -1.60% - +1.35%
75th Percentile £95,000 £97,500 £95,000
90th Percentile £118,750 £120,000 £116,250
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 25 December 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 December 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 0 47 £95,000 +18.75% 56
East London -5 12 £87,500 - 8
South London +36 3 £40,000 -30.43% 12
West London -2 3 £47,500 -40.63% 9
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 19 (5.83%) Apache Spark
2 13 (3.99%) SAS
3 12 (3.68%) Apache Airflow
4 6 (1.84%) Apache
5 2 (0.61%) Apache Synapse
5 2 (0.61%) SharePoint
6 1 (0.31%) Adobe Experience Manager
6 1 (0.31%) Confluence
6 1 (0.31%) Jupyter
6 1 (0.31%) Oracle Workflow
Applications
1 49 (15.03%) Microsoft Excel
2 11 (3.37%) Microsoft Office
3 9 (2.76%) SPSS
4 6 (1.84%) Microsoft PowerPoint
5 1 (0.31%) Notion
Business Applications
1 10 (3.07%) SAP S/4HANA
2 5 (1.53%) Dynamics CRM
3 4 (1.23%) NetSuite
4 2 (0.61%) Oracle EBS
4 2 (0.61%) Relativity
5 1 (0.31%) FIS Private Capital Suite
5 1 (0.31%) Infor M3
5 1 (0.31%) Sage 200
Cloud Services
1 83 (25.46%) Power Platform
2 69 (21.17%) Azure
3 53 (16.26%) AWS
4 26 (7.98%) SaaS
5 22 (6.75%) GCP
6 19 (5.83%) Snowflake
7 14 (4.29%) dbt
8 13 (3.99%) Azure Synapse Analytics
9 11 (3.37%) Azure DevOps
10 10 (3.07%) Amazon S3
10 10 (3.07%) Serverless
11 9 (2.76%) Dropbox
12 8 (2.45%) AWS Lambda
12 8 (2.45%) Azure Data Factory
12 8 (2.45%) GitHub
13 6 (1.84%) Fivetran
14 5 (1.53%) Google Analytics
14 5 (1.53%) PaaS
15 4 (1.23%) AWS CloudFormation
15 4 (1.23%) Azure Machine Learning
Communications & Networking
1 10 (3.07%) CHAP
2 2 (0.61%) Broadband
2 2 (0.61%) Internet
Database & Business Intelligence
1 82 (25.15%) Power BI
2 54 (16.56%) Tableau
3 48 (14.72%) Data Warehouse
4 41 (12.58%) Big Data
5 24 (7.36%) Data Mining
6 19 (5.83%) Amazon Redshift
7 18 (5.52%) Metadata
7 18 (5.52%) NoSQL
8 16 (4.91%) Hadoop
9 11 (3.37%) Data Lake
10 10 (3.07%) Power Query
10 10 (3.07%) Qlik Sense
10 10 (3.07%) SQL Server
11 9 (2.76%) EDRMS
12 7 (2.15%) Star Schema
13 6 (1.84%) Looker
14 5 (1.53%) Amazon Athena
14 5 (1.53%) BigQuery
15 4 (1.23%) Azure SQL Database
15 4 (1.23%) Relational Database
Development Applications
1 5 (1.53%) Git
2 4 (1.23%) MLflow
3 3 (0.92%) Jenkins
3 3 (0.92%) JIRA
4 2 (0.61%) ER Studio
5 1 (0.31%) TeamCity
General
1 163 (50.00%) Finance
2 119 (36.50%) Social Skills
3 95 (29.14%) Analytical Skills
4 58 (17.79%) Law
5 36 (11.04%) Banking
5 36 (11.04%) Marketing
6 33 (10.12%) Financial Institution
7 31 (9.51%) Legal
8 28 (8.59%) Games
9 23 (7.06%) Front Office
10 22 (6.75%) Inclusion and Diversity
11 17 (5.21%) Presentation Skills
12 12 (3.68%) Retail
13 7 (2.15%) Documentation Skills
13 7 (2.15%) Influencing Skills
13 7 (2.15%) Manufacturing
13 7 (2.15%) Public Sector
14 5 (1.53%) Organisational Skills
15 4 (1.23%) International Banking
16 3 (0.92%) Local Government
Job Titles
1 63 (19.33%) Analyst
2 54 (16.56%) Senior
3 45 (13.80%) Data Analyst
4 32 (9.82%) Data Engineer
5 29 (8.90%) Lead
6 26 (7.98%) Senior Manager
7 25 (7.67%) Artificial Intelligence Engineer
8 24 (7.36%) Audit Manager
9 23 (7.06%) Architect
9 23 (7.06%) Auditor
10 21 (6.44%) Internal Auditor
11 20 (6.13%) Developer
12 16 (4.91%) Compliance Officer
12 16 (4.91%) Data Analytics Analyst
12 16 (4.91%) Trainee
12 16 (4.91%) Trainee Analyst
12 16 (4.91%) Trainee Data Analyst
13 15 (4.60%) Senior Analyst
14 13 (3.99%) IT Manager
14 13 (3.99%) Senior Audit Manager
Libraries, Frameworks & Software Standards
1 18 (5.52%) Kafka
2 9 (2.76%) PySpark
3 5 (1.53%) PyXLL
4 4 (1.23%) Middleware
4 4 (1.23%) React
5 2 (0.61%) Apache Beam
5 2 (0.61%) XML
6 1 (0.31%) Akka
6 1 (0.31%) CSS
6 1 (0.31%) HTML
6 1 (0.31%) JSON
6 1 (0.31%) LangChain
6 1 (0.31%) LangGraph
6 1 (0.31%) NumPy
6 1 (0.31%) Pandas
6 1 (0.31%) scikit-learn
6 1 (0.31%) Semantic Kernel
6 1 (0.31%) Streamlit
Miscellaneous
1 40 (12.27%) Algorithms
2 32 (9.82%) Management Information System
3 22 (6.75%) Product Ownership
4 21 (6.44%) Onboarding
5 17 (5.21%) Self-Motivation
6 11 (3.37%) FMCG
7 10 (3.07%) Equities
8 9 (2.76%) Cybercrime
9 7 (2.15%) Distributed Systems
9 7 (2.15%) Fixed Income
10 6 (1.84%) Blockchain
10 6 (1.84%) Credit Risk
10 6 (1.84%) Enterprise Software
10 6 (1.84%) Market Risk
11 4 (1.23%) Cloud Native
11 4 (1.23%) Legacy Systems
11 4 (1.23%) Public Cloud
11 4 (1.23%) Reinsurance
12 3 (0.92%) Educational Technology
12 3 (0.92%) Security Posture
Operating Systems
1 10 (3.07%) Unix
2 9 (2.76%) Linux
2 9 (2.76%) Windows
3 1 (0.31%) AIX
3 1 (0.31%) Android
3 1 (0.31%) Apple iOS
3 1 (0.31%) Windows Server
Processes & Methodologies
1 326 (100.00%) Analytics
2 110 (33.74%) Business Intelligence
3 108 (33.13%) AI
4 81 (24.85%) Decision-Making
5 74 (22.70%) Problem-Solving
6 68 (20.86%) Data Modelling
7 65 (19.94%) Agile
7 65 (19.94%) Data Governance
8 60 (18.40%) Data Analysis
9 58 (17.79%) Risk Management
10 56 (17.18%) Project Management
11 55 (16.87%) Visualisation
12 52 (15.95%) Data Engineering
12 52 (15.95%) ETL
13 49 (15.03%) Cybersecurity
14 48 (14.72%) DevOps
15 47 (14.42%) Machine Learning
16 46 (14.11%) Business Strategy
17 45 (13.80%) SDLC
18 41 (12.58%) Data Pipeline
Programming Languages
1 138 (42.33%) Python
2 116 (35.58%) SQL
3 12 (3.68%) Java
4 11 (3.37%) R
5 10 (3.07%) JavaScript
6 8 (2.45%) Data Analysis Expressions
6 8 (2.45%) Scala
7 6 (1.84%) C#
7 6 (1.84%) C++
8 5 (1.53%) Fortran
8 5 (1.53%) PL/SQL
9 3 (0.92%) PowerShell
10 2 (0.61%) C
10 2 (0.61%) Perl
10 2 (0.61%) VBA
11 1 (0.31%) Go
11 1 (0.31%) PHP
11 1 (0.31%) T-SQL
Qualifications
1 101 (30.98%) Degree
2 43 (13.19%) Master's Degree
3 41 (12.58%) CISA
4 37 (11.35%) CISSP
5 30 (9.20%) CISM
5 30 (9.20%) PhD
6 19 (5.83%) ACCA
7 14 (4.29%) CRISC
8 11 (3.37%) Computer Science Degree
8 11 (3.37%) FFIEC
9 10 (3.07%) CGEIT
9 10 (3.07%) SANS
10 8 (2.45%) AWS Certification
11 7 (2.15%) CIMA
11 7 (2.15%) Security Cleared
12 5 (1.53%) SC Cleared
13 4 (1.23%) CFA
14 3 (0.92%) AWS Certified Solutions Architect
14 3 (0.92%) ISACA
14 3 (0.92%) Postgraduate
Quality Assurance & Compliance
1 53 (16.26%) Data Quality
2 29 (8.90%) ISO/IEC 27001
3 19 (5.83%) NIST
4 18 (5.52%) COBIT
4 18 (5.52%) GDPR
5 12 (3.68%) QA
6 10 (3.07%) IFRS
7 8 (2.45%) Sarbanes-Oxley
8 7 (2.15%) Cyber Essentials
8 7 (2.15%) GRC
8 7 (2.15%) ITGC
9 6 (1.84%) MiFID
10 5 (1.53%) Actionable Recommendations
11 2 (0.61%) Accessibility
12 1 (0.31%) EMIR
12 1 (0.31%) GAAP
12 1 (0.31%) IFRS 17
System Software
1 5 (1.53%) Docker
2 1 (0.31%) Active Directory
2 1 (0.31%) Firmware
2 1 (0.31%) Hyper-V
2 1 (0.31%) VMware Infrastructure
Systems Management
1 11 (3.37%) Terraform
2 7 (2.15%) EnCase
2 7 (2.15%) FTK
3 5 (1.53%) RSA Archer
4 4 (1.23%) Kubernetes
Vendors
1 54 (16.56%) Microsoft
2 30 (9.20%) Databricks
3 17 (5.21%) SAP
4 12 (3.68%) Oracle
5 10 (3.07%) Google
6 7 (2.15%) Cellebrite
6 7 (2.15%) Progress
7 6 (1.84%) Salesforce
8 5 (1.53%) GoldenSource
8 5 (1.53%) ServiceNow
9 4 (1.23%) CrowdStrike
9 4 (1.23%) Fortinet
9 4 (1.23%) Palo Alto
10 3 (0.92%) Alteryx
10 3 (0.92%) Informatica
11 2 (0.61%) EMC
11 2 (0.61%) HP
11 2 (0.61%) IBM
11 2 (0.61%) Intel
11 2 (0.61%) Nuix