Data Analysis Jobs in England

Data Analysis
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Analysis skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Analysis over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 130 89 128
Rank change year-on-year -41 +39 -9
Permanent jobs citing Data Analysis 1,202 2,449 2,368
As % of all permanent jobs advertised in England 2.44% 2.73% 2.78%
As % of the Processes & Methodologies category 2.59% 3.25% 2.91%
Number of salaries quoted 696 1,414 1,172
10th Percentile £31,250 £30,584 £30,500
25th Percentile £42,030 £39,000 £36,250
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - -4.55%
75th Percentile £73,750 £70,000 £72,537
90th Percentile £88,750 £85,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - -2.78%

All Process and Methodology Skills
England

Data Analysis 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 England.

Permanent vacancies with a requirement for process or methodology skills 46,342 75,409 81,364
As % of all permanent jobs advertised in England 93.97% 83.96% 95.53%
Number of salaries quoted 23,102 54,812 48,959
10th Percentile £29,250 £29,000 £34,452
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,000 £55,000 £60,899
% change year-on-year +3.64% -9.69% +1.50%

Data Analysis
Job Vacancy Trend in England

Job postings citing Data Analysis as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Analysis in England

Data Analysis
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Analysis in England.

Salary trend for Data Analysis in England

Data Analysis
Salary Histogram in England

Salary distribution for jobs citing Data Analysis in England over the 6 months to 31 May 2025.

Salary histogram for Data Analysis in England

Data Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the England region over the 6 months to 31 May 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
London -11 412 £70,000 +16.67% 1,008
South East -13 244 £65,000 +30.00% 223
North of England -29 230 £50,055 -8.99% 267
North West -34 183 £50,055 -14.80% 148
Midlands -61 176 £46,750 -6.50% 181
West Midlands -58 101 £53,450 +6.90% 114
South West +34 87 £42,500 -22.02% 96
East Midlands +1 75 £39,919 -11.29% 62
East of England -52 44 £48,750 -2.50% 110
Yorkshire -7 33 £38,925 -25.86% 82
North East +20 14 £60,000 +50.00% 41
Data Analysis
UK

Data Analysis
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 52 (4.33%) SharePoint
2 29 (2.41%) Jupyter
3 14 (1.16%) Confluence
4 12 (1.00%) CMS
5 10 (0.83%) SAS
6 8 (0.67%) Microsoft Exchange
7 5 (0.42%) WordPress
8 4 (0.33%) Apache Spark
9 3 (0.25%) IBM Domino
9 3 (0.25%) nginx
10 2 (0.17%) Apache Airflow
10 2 (0.17%) ArcGIS
10 2 (0.17%) Drupal
Applications
1 259 (21.55%) Microsoft Excel
2 65 (5.41%) Microsoft Office
3 42 (3.49%) Microsoft PowerPoint
4 14 (1.16%) MS Visio
5 12 (1.00%) SPSS
6 11 (0.92%) Spreadsheet
7 8 (0.67%) Photoshop
8 5 (0.42%) Chatbot
9 4 (0.33%) Adobe Creative Suite
10 3 (0.25%) Microsoft Project
10 3 (0.25%) Sketch
11 2 (0.17%) Adobe Illustrator
11 2 (0.17%) Revit
11 2 (0.17%) Trello
12 1 (0.083%) Adobe XD
12 1 (0.083%) Oracle Smart View
12 1 (0.083%) SPSS Modeler
Business Applications
1 14 (1.16%) Dynamics CRM
2 12 (1.00%) Oracle EBS
3 10 (0.83%) Raiser’s Edge
4 7 (0.58%) Q-Pulse
5 4 (0.33%) Dynamics AX
5 4 (0.33%) Maximo
5 4 (0.33%) SAP BPC
5 4 (0.33%) SAP S/4HANA
6 3 (0.25%) Markit EDM
6 3 (0.25%) Oracle ERP
6 3 (0.25%) Sage X3
6 3 (0.25%) Workday HCM
7 2 (0.17%) Endur
7 2 (0.17%) IBM Planning Analytics
7 2 (0.17%) Infor M3
7 2 (0.17%) NetSuite
7 2 (0.17%) SAP CO
7 2 (0.17%) SAP FI
7 2 (0.17%) SAP FI/CO
7 2 (0.17%) SAP Oil and Gas
Cloud Services
1 345 (28.70%) Power Platform
2 220 (18.30%) Azure
3 87 (7.24%) AWS
4 56 (4.66%) PowerApps
5 46 (3.83%) Power Automate
6 42 (3.49%) Microsoft 365
7 38 (3.16%) Google Analytics
8 34 (2.83%) GCP
9 32 (2.66%) Azure Synapse Analytics
9 32 (2.66%) SaaS
10 31 (2.58%) Azure Data Factory
11 26 (2.16%) Azure DevOps
12 19 (1.58%) Snowflake
13 18 (1.50%) Microsoft Purview
14 17 (1.41%) Adobe Analytics
14 17 (1.41%) Dynamics 365
15 12 (1.00%) Cloud Computing
15 12 (1.00%) Figma
16 11 (0.92%) Google Ads
17 10 (0.83%) Serverless
Communications & Networking
1 23 (1.91%) Wireshark
2 14 (1.16%) Internet
3 9 (0.75%) Intranet
4 8 (0.67%) Firewall
5 7 (0.58%) DHCP
5 7 (0.58%) DNS
6 6 (0.50%) Network Security
7 5 (0.42%) Wi-Fi
8 4 (0.33%) LoRaWAN
9 3 (0.25%) Broadband
10 2 (0.17%) ADSL2
11 1 (0.083%) FTP
11 1 (0.083%) Kerberos
11 1 (0.083%) PuTTY
11 1 (0.083%) WPA
Database & Business Intelligence
1 340 (28.29%) Power BI
2 130 (10.82%) Tableau
3 84 (6.99%) Big Data
4 65 (5.41%) Data Warehouse
5 61 (5.07%) Data Lake
6 46 (3.83%) SQL Server
7 33 (2.75%) SQL Server Reporting Services
8 31 (2.58%) Power Query
8 31 (2.58%) Relational Database
9 28 (2.33%) Data Mining
10 26 (2.16%) BusinessObjects
11 24 (2.00%) SQL Server Integration Services
12 18 (1.50%) Metadata
13 17 (1.41%) Azure SQL Database
14 16 (1.33%) Oracle Reports
15 14 (1.16%) MySQL
16 12 (1.00%) BigQuery
17 10 (0.83%) Looker
17 10 (0.83%) NoSQL
18 9 (0.75%) Hadoop
Development Applications
1 53 (4.41%) Rational DOORS
2 30 (2.50%) JIRA
3 12 (1.00%) Git
4 8 (0.67%) GitLab
5 4 (0.33%) SonarQube
5 4 (0.33%) Sonatype Nexus
6 3 (0.25%) Jenkins
6 3 (0.25%) WaveMaker
7 2 (0.17%) ER Studio
7 2 (0.17%) Selenium
7 2 (0.17%) Spinnaker
7 2 (0.17%) Visual Studio Team System
8 1 (0.083%) Axure RP
8 1 (0.083%) Bitbucket
8 1 (0.083%) Katalon Studio
8 1 (0.083%) LabVIEW
8 1 (0.083%) Storybook
General
1 465 (38.69%) Social Skills
2 418 (34.78%) Finance
3 335 (27.87%) Analytical Skills
4 115 (9.57%) Law
5 113 (9.40%) Marketing
6 87 (7.24%) Inclusion and Diversity
7 63 (5.24%) Retail
8 61 (5.07%) Manufacturing
9 60 (4.99%) Banking
10 56 (4.66%) Presentation Skills
11 50 (4.16%) Electronics
12 45 (3.74%) Legal
13 34 (2.83%) Public Sector
14 26 (2.16%) Advertising
14 26 (2.16%) Telecoms
15 24 (2.00%) Organisational Skills
16 20 (1.66%) Influencing Skills
17 16 (1.33%) Automotive
18 14 (1.16%) Billing
18 14 (1.16%) Games
Job Titles
1 433 (36.02%) Analyst
2 165 (13.73%) Lead
3 164 (13.64%) Data Analyst
4 129 (10.73%) Senior
5 117 (9.73%) Business Analyst
6 98 (8.15%) Systems Engineer
7 77 (6.41%) Developer
8 67 (5.57%) Data Scientist
9 59 (4.91%) Data Engineer
10 58 (4.83%) Senior Analyst
11 54 (4.49%) Electronics Engineer
12 34 (2.83%) Financial Analyst
13 30 (2.50%) Business Intelligence Analyst
14 29 (2.41%) Insight Analyst
15 28 (2.33%) Support Analyst
16 27 (2.25%) Systems Analyst
17 26 (2.16%) Junior
17 26 (2.16%) Procurement Analyst
18 25 (2.08%) Administrator
18 25 (2.08%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 32 (2.66%) PySpark
2 14 (1.16%) .NET
2 14 (1.16%) CSS
2 14 (1.16%) REST
3 13 (1.08%) HTML
4 12 (1.00%) XML
5 11 (0.92%) Pandas
6 9 (0.75%) EDI
6 9 (0.75%) Flask
6 9 (0.75%) Oracle Fusion
7 8 (0.67%) Django
7 8 (0.67%) NumPy
7 8 (0.67%) React
7 8 (0.67%) Web Services
8 7 (0.58%) JSON
8 7 (0.58%) PyTorch
8 7 (0.58%) TensorFlow
9 5 (0.42%) Middleware
9 5 (0.42%) RESTful
9 5 (0.42%) SOAP
Miscellaneous
1 99 (8.24%) Management Information System
2 75 (6.24%) Algorithms
3 46 (3.83%) Cyberattack
4 41 (3.41%) Data Structures
5 32 (2.66%) Self-Motivation
6 25 (2.08%) Social Media
7 24 (2.00%) Product Ownership
8 18 (1.50%) Legacy Systems
8 18 (1.50%) Onboarding
9 16 (1.33%) Driving Licence
10 15 (1.25%) Pricing Data
11 14 (1.16%) Analytical Mindset
11 14 (1.16%) Derivative
12 13 (1.08%) FMCG
13 12 (1.00%) Reference Data
14 9 (0.75%) Security Posture
15 8 (0.67%) Credit Risk
15 8 (0.67%) Linux Command Line
15 8 (0.67%) Renewable Energy
15 8 (0.67%) Virtual Team
Operating Systems
1 51 (4.24%) Windows
2 43 (3.58%) Linux
3 10 (0.83%) Unix
4 7 (0.58%) Windows Server
5 6 (0.50%) Windows 7
6 5 (0.42%) Windows Vista
7 3 (0.25%) Debian
7 3 (0.25%) Ubuntu
8 1 (0.083%) AIX
8 1 (0.083%) Solaris
Processes & Methodologies
1 375 (31.20%) Analytics
2 340 (28.29%) Problem-Solving
3 313 (26.04%) Business Intelligence
4 269 (22.38%) Visualisation
5 249 (20.72%) Decision-Making
6 198 (16.47%) Agile
7 176 (14.64%) Data Analytics
8 165 (13.73%) Data Management
9 151 (12.56%) Project Management
10 149 (12.40%) Artificial Intelligence
10 149 (12.40%) Computer Science
11 147 (12.23%) Continuous Improvement
12 146 (12.15%) Data Science
13 139 (11.56%) Requirements Gathering
14 133 (11.06%) Process Improvement
15 119 (9.90%) Data Visualisation
15 119 (9.90%) Stakeholder Management
16 117 (9.73%) Actionable Insight
17 116 (9.65%) Mentoring
18 113 (9.40%) Mathematics
Programming Languages
1 386 (32.11%) SQL
2 230 (19.13%) Python
3 57 (4.74%) Java
4 55 (4.58%) MATLAB
5 52 (4.33%) JavaScript
6 42 (3.49%) R
7 38 (3.16%) Data Analysis Expressions
8 29 (2.41%) T-SQL
9 27 (2.25%) C#
10 26 (2.16%) PowerShell
10 26 (2.16%) VBA
11 15 (1.25%) C
12 14 (1.16%) PL/SQL
13 13 (1.08%) C++
14 7 (0.58%) Perl
14 7 (0.58%) Scala
15 6 (0.50%) PHP
16 5 (0.42%) Kusto Query Language
16 5 (0.42%) TypeScript
17 3 (0.25%) Bash
Qualifications
1 518 (43.09%) Degree
2 104 (8.65%) BPSS Clearance
3 85 (7.07%) Master's Degree
4 83 (6.91%) Security Cleared
5 69 (5.74%) HND
6 55 (4.58%) DV Cleared
7 54 (4.49%) HNC
8 50 (4.16%) DBS Check
9 42 (3.49%) Computer Science Degree
10 34 (2.83%) Azure Certification
11 31 (2.58%) Numerate Degree
12 27 (2.25%) PMI Certification
13 25 (2.08%) PMP
14 23 (1.91%) Chartered Engineer
15 20 (1.66%) MBA
16 19 (1.58%) PhD
17 15 (1.25%) SC Cleared
18 12 (1.00%) CBAP
18 12 (1.00%) Microsoft Certification
19 10 (0.83%) ACCA
Quality Assurance & Compliance
1 184 (15.31%) Data Quality
2 44 (3.66%) GDPR
3 33 (2.75%) Accessibility
4 25 (2.08%) QA
5 15 (1.25%) Actionable Recommendations
5 15 (1.25%) ISO/IEC 27001
6 12 (1.00%) SLA
7 11 (0.92%) GRC
8 9 (0.75%) NIST
9 7 (0.58%) SOC 1
9 7 (0.58%) SOC 2
10 6 (0.50%) NIST 800
11 4 (0.33%) COBIT
11 4 (0.33%) COREP
11 4 (0.33%) MiFID
12 3 (0.25%) EMIR
12 3 (0.25%) IFRS
12 3 (0.25%) PMO
13 2 (0.17%) California Consumer Privacy Act
13 2 (0.17%) Solvency II
System Software
1 43 (3.58%) Docker
2 15 (1.25%) Virtual Machines
3 8 (0.67%) Active Directory
4 6 (0.50%) Hyper-V
5 3 (0.25%) Samba
6 2 (0.17%) VMware Infrastructure
7 1 (0.083%) Apache Flume
7 1 (0.083%) HDFS
7 1 (0.083%) Virtual Desktop
7 1 (0.083%) vSphere
Systems Management
1 40 (3.33%) Kubernetes
2 19 (1.58%) Terraform
3 9 (0.75%) Ansible
4 8 (0.67%) RSA Archer
5 3 (0.25%) Prometheus
6 2 (0.17%) Grafana
6 2 (0.17%) Oracle RMAN
6 2 (0.17%) Single Sign-On
7 1 (0.083%) Active Directory Federation Services
7 1 (0.083%) Kibana
7 1 (0.083%) logstash
7 1 (0.083%) NetBackup
7 1 (0.083%) Oozie
7 1 (0.083%) Puppet
7 1 (0.083%) vRealize
Vendors
1 261 (21.71%) Microsoft
2 97 (8.07%) SAP
3 77 (6.41%) Google
4 55 (4.58%) Databricks
5 36 (3.00%) Workday
6 35 (2.91%) Oracle
7 33 (2.75%) ServiceNow
8 27 (2.25%) Adobe
9 22 (1.83%) Concur
9 22 (1.83%) Facebook
10 18 (1.50%) IBM
11 17 (1.41%) Informatica
12 16 (1.33%) Salesforce
13 13 (1.08%) Capita
14 8 (0.67%) Alteryx
15 7 (0.58%) Bloomberg
15 7 (0.58%) Cognos
15 7 (0.58%) Omniture
15 7 (0.58%) Splunk
15 7 (0.58%) Zoho