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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 132 90 124
Rank change year-on-year -42 +34 -5
Permanent jobs citing Data Analysis 1,171 2,421 2,468
As % of all permanent jobs advertised in England 2.42% 2.74% 2.83%
As % of the Processes & Methodologies category 2.57% 3.25% 2.97%
Number of salaries quoted 669 1,399 1,189
10th Percentile £31,225 £30,500 £30,500
25th Percentile £42,500 £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 £72,647
90th Percentile £90,000 £85,000 £86,393
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 45,477 74,482 83,229
As % of all permanent jobs advertised in England 94.01% 84.24% 95.56%
Number of salaries quoted 22,533 54,432 49,691
10th Percentile £29,625 £29,000 £34,375
25th Percentile £41,250 £40,000 £46,105
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 £98,695 £93,750 £102,500
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

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 28 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 28 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 -10 401 £70,000 +16.67% 1,267
South East -19 238 £70,000 +40.00% 1,216
North of England -30 221 £50,055 -8.99% 841
North West -44 177 £50,055 -14.80% 394
Midlands -55 176 £47,500 -2.56% 679
West Midlands -54 101 £53,450 +6.90% 377
South West +35 86 £42,500 -22.02% 416
East Midlands -2 75 £39,919 -11.29% 260
East of England -60 40 £48,750 -2.50% 515
Yorkshire -2 32 £40,000 -20.00% 330
North East +16 12 £62,500 +56.25% 121
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 51 (4.36%) SharePoint
2 29 (2.48%) Jupyter
3 14 (1.20%) Confluence
4 13 (1.11%) CMS
5 10 (0.85%) SAS
6 8 (0.68%) Microsoft Exchange
7 5 (0.43%) WordPress
8 4 (0.34%) Apache Spark
9 3 (0.26%) IBM Domino
9 3 (0.26%) nginx
10 2 (0.17%) Apache Airflow
10 2 (0.17%) ArcGIS
10 2 (0.17%) Drupal
Applications
1 252 (21.52%) Microsoft Excel
2 63 (5.38%) Microsoft Office
3 42 (3.59%) Microsoft PowerPoint
4 14 (1.20%) MS Visio
5 13 (1.11%) SPSS
6 11 (0.94%) Spreadsheet
7 8 (0.68%) Photoshop
8 5 (0.43%) Chatbot
9 4 (0.34%) Adobe Creative Suite
10 3 (0.26%) Microsoft Project
10 3 (0.26%) Sketch
11 2 (0.17%) Adobe Illustrator
12 1 (0.085%) Adobe XD
12 1 (0.085%) Oracle Smart View
12 1 (0.085%) Revit
12 1 (0.085%) SPSS Modeler
12 1 (0.085%) Trello
Business Applications
1 12 (1.02%) Dynamics CRM
1 12 (1.02%) Oracle EBS
2 10 (0.85%) Raiser’s Edge
3 7 (0.60%) Q-Pulse
4 4 (0.34%) Dynamics AX
4 4 (0.34%) Maximo
4 4 (0.34%) SAP BPC
4 4 (0.34%) SAP S/4HANA
5 3 (0.26%) Markit EDM
5 3 (0.26%) Oracle ERP
5 3 (0.26%) Workday HCM
6 2 (0.17%) Endur
6 2 (0.17%) IBM Planning Analytics
6 2 (0.17%) Infor M3
6 2 (0.17%) Infor SunSystems
6 2 (0.17%) NetSuite
6 2 (0.17%) SAP CO
6 2 (0.17%) SAP FI
6 2 (0.17%) SAP FI/CO
6 2 (0.17%) SAP Oil and Gas
Cloud Services
1 340 (29.04%) Power Platform
2 215 (18.36%) Azure
3 84 (7.17%) AWS
4 53 (4.53%) PowerApps
5 44 (3.76%) Power Automate
6 42 (3.59%) Microsoft 365
7 39 (3.33%) Google Analytics
8 34 (2.90%) GCP
9 32 (2.73%) Azure Synapse Analytics
10 31 (2.65%) Azure Data Factory
10 31 (2.65%) SaaS
11 26 (2.22%) Azure DevOps
12 20 (1.71%) Snowflake
13 18 (1.54%) Microsoft Purview
14 17 (1.45%) Adobe Analytics
15 16 (1.37%) Dynamics 365
16 12 (1.02%) Cloud Computing
16 12 (1.02%) Figma
17 11 (0.94%) Google Ads
18 9 (0.77%) Serverless
Communications & Networking
1 23 (1.96%) Wireshark
2 15 (1.28%) Internet
3 9 (0.77%) Intranet
4 8 (0.68%) Firewall
5 7 (0.60%) DHCP
5 7 (0.60%) DNS
6 6 (0.51%) Network Security
6 6 (0.51%) Wi-Fi
7 4 (0.34%) LoRaWAN
8 2 (0.17%) ADSL2
8 2 (0.17%) Broadband
9 1 (0.085%) Kerberos
9 1 (0.085%) PuTTY
9 1 (0.085%) WPA
Database & Business Intelligence
1 335 (28.61%) Power BI
2 131 (11.19%) Tableau
3 85 (7.26%) Big Data
4 64 (5.47%) Data Warehouse
5 61 (5.21%) Data Lake
6 41 (3.50%) SQL Server
7 33 (2.82%) Power Query
8 32 (2.73%) SQL Server Reporting Services
9 29 (2.48%) Data Mining
10 28 (2.39%) Relational Database
11 25 (2.13%) BusinessObjects
12 23 (1.96%) SQL Server Integration Services
13 18 (1.54%) Metadata
14 17 (1.45%) Azure SQL Database
15 15 (1.28%) Oracle Reports
16 14 (1.20%) MySQL
17 12 (1.02%) BigQuery
18 10 (0.85%) Looker
19 9 (0.77%) Amazon Redshift
19 9 (0.77%) IBM InfoSphere
Development Applications
1 53 (4.53%) Rational DOORS
2 28 (2.39%) JIRA
3 12 (1.02%) Git
4 8 (0.68%) GitLab
5 4 (0.34%) SonarQube
5 4 (0.34%) Sonatype Nexus
6 2 (0.17%) ER Studio
6 2 (0.17%) Jenkins
6 2 (0.17%) Selenium
6 2 (0.17%) Visual Studio Team System
6 2 (0.17%) WaveMaker
7 1 (0.085%) Axure RP
7 1 (0.085%) Bitbucket
7 1 (0.085%) Katalon Studio
7 1 (0.085%) LabVIEW
7 1 (0.085%) Spinnaker
7 1 (0.085%) Storybook
General
1 450 (38.43%) Social Skills
2 409 (34.93%) Finance
3 326 (27.84%) Analytical Skills
4 113 (9.65%) Law
5 110 (9.39%) Marketing
6 83 (7.09%) Inclusion and Diversity
7 63 (5.38%) Retail
8 59 (5.04%) Manufacturing
8 59 (5.04%) Presentation Skills
9 55 (4.70%) Banking
10 51 (4.36%) Electronics
11 40 (3.42%) Legal
12 32 (2.73%) Public Sector
13 26 (2.22%) Advertising
14 25 (2.13%) Telecoms
15 23 (1.96%) Organisational Skills
16 21 (1.79%) Influencing Skills
17 15 (1.28%) Automotive
17 15 (1.28%) Billing
18 14 (1.20%) Games
Job Titles
1 421 (35.95%) Analyst
2 166 (14.18%) Lead
3 162 (13.83%) Data Analyst
4 120 (10.25%) Senior
5 113 (9.65%) Business Analyst
6 98 (8.37%) Systems Engineer
7 69 (5.89%) Developer
8 66 (5.64%) Data Scientist
9 57 (4.87%) Data Engineer
10 55 (4.70%) Senior Analyst
11 54 (4.61%) Electronics Engineer
12 35 (2.99%) Financial Analyst
13 30 (2.56%) Insight Analyst
14 28 (2.39%) Business Intelligence Analyst
15 27 (2.31%) Support Analyst
16 26 (2.22%) Junior
16 26 (2.22%) Procurement Analyst
17 25 (2.13%) Senior Data Scientist
17 25 (2.13%) Systems Analyst
18 24 (2.05%) Administrator
Libraries, Frameworks & Software Standards
1 29 (2.48%) PySpark
2 13 (1.11%) REST
3 12 (1.02%) CSS
3 12 (1.02%) XML
4 11 (0.94%) HTML
5 10 (0.85%) .NET
6 9 (0.77%) EDI
6 9 (0.77%) Oracle Fusion
7 8 (0.68%) Web Services
8 7 (0.60%) JSON
8 7 (0.60%) Pandas
9 6 (0.51%) Flask
9 6 (0.51%) React
10 5 (0.43%) Django
10 5 (0.43%) Middleware
10 5 (0.43%) NumPy
10 5 (0.43%) PyTorch
10 5 (0.43%) SOAP
10 5 (0.43%) TensorFlow
11 4 (0.34%) NestJS
Miscellaneous
1 94 (8.03%) Management Information System
2 77 (6.58%) Algorithms
3 46 (3.93%) Cyberattack
4 41 (3.50%) Data Structures
5 32 (2.73%) Self-Motivation
6 25 (2.13%) Social Media
7 24 (2.05%) Product Ownership
8 19 (1.62%) Legacy Systems
9 17 (1.45%) Onboarding
10 15 (1.28%) Pricing Data
11 14 (1.20%) Analytical Mindset
11 14 (1.20%) Derivative
11 14 (1.20%) Driving Licence
12 13 (1.11%) FMCG
13 12 (1.02%) Reference Data
14 10 (0.85%) Linux Command Line
15 9 (0.77%) Credit Risk
15 9 (0.77%) Security Posture
16 8 (0.68%) Renewable Energy
16 8 (0.68%) Virtual Team
Operating Systems
1 51 (4.36%) Windows
2 43 (3.67%) Linux
3 10 (0.85%) Unix
4 7 (0.60%) Windows Server
5 6 (0.51%) Windows 7
6 5 (0.43%) Windows Vista
7 4 (0.34%) Debian
8 2 (0.17%) Ubuntu
9 1 (0.085%) AIX
9 1 (0.085%) Solaris
Processes & Methodologies
1 371 (31.68%) Analytics
2 327 (27.92%) Problem-Solving
3 308 (26.30%) Business Intelligence
4 268 (22.89%) Visualisation
5 237 (20.24%) Decision-Making
6 191 (16.31%) Agile
7 176 (15.03%) Data Analytics
8 164 (14.01%) Data Management
9 148 (12.64%) Project Management
10 146 (12.47%) Computer Science
11 144 (12.30%) Artificial Intelligence
12 142 (12.13%) Data Science
13 141 (12.04%) Continuous Improvement
14 136 (11.61%) Requirements Gathering
15 129 (11.02%) Process Improvement
16 121 (10.33%) Data Visualisation
17 117 (9.99%) Actionable Insight
18 115 (9.82%) Mentoring
18 115 (9.82%) Stakeholder Management
19 108 (9.22%) Mathematics
Programming Languages
1 374 (31.94%) SQL
2 220 (18.79%) Python
3 55 (4.70%) Java
3 55 (4.70%) MATLAB
4 49 (4.18%) JavaScript
5 41 (3.50%) R
6 38 (3.25%) Data Analysis Expressions
7 29 (2.48%) T-SQL
8 27 (2.31%) C#
9 25 (2.13%) PowerShell
9 25 (2.13%) VBA
10 15 (1.28%) C
11 13 (1.11%) PL/SQL
12 11 (0.94%) C++
13 7 (0.60%) Perl
14 6 (0.51%) PHP
14 6 (0.51%) Scala
15 5 (0.43%) TypeScript
16 4 (0.34%) Kusto Query Language
17 3 (0.26%) Bash
Qualifications
1 504 (43.04%) Degree
2 103 (8.80%) BPSS Clearance
3 83 (7.09%) Security Cleared
4 80 (6.83%) Master's Degree
5 69 (5.89%) HND
6 54 (4.61%) DV Cleared
6 54 (4.61%) HNC
7 51 (4.36%) DBS Check
8 41 (3.50%) Computer Science Degree
9 33 (2.82%) Azure Certification
10 31 (2.65%) Numerate Degree
11 26 (2.22%) PMI Certification
12 24 (2.05%) PMP
13 23 (1.96%) Chartered Engineer
14 20 (1.71%) MBA
15 19 (1.62%) PhD
16 16 (1.37%) SC Cleared
17 12 (1.02%) CBAP
18 11 (0.94%) Microsoft Certification
19 10 (0.85%) AWS Certification
Quality Assurance & Compliance
1 185 (15.80%) Data Quality
2 40 (3.42%) GDPR
3 33 (2.82%) Accessibility
4 24 (2.05%) QA
5 16 (1.37%) Actionable Recommendations
6 14 (1.20%) ISO/IEC 27001
7 12 (1.02%) SLA
8 10 (0.85%) GRC
9 9 (0.77%) NIST
10 7 (0.60%) SOC 1
10 7 (0.60%) SOC 2
11 6 (0.51%) NIST 800
12 4 (0.34%) COBIT
12 4 (0.34%) COREP
13 3 (0.26%) EMIR
13 3 (0.26%) IFRS
13 3 (0.26%) MiFID
13 3 (0.26%) PMO
14 2 (0.17%) California Consumer Privacy Act
14 2 (0.17%) Solvency II
System Software
1 41 (3.50%) Docker
2 15 (1.28%) Virtual Machines
3 8 (0.68%) Active Directory
4 6 (0.51%) Hyper-V
5 3 (0.26%) Samba
6 2 (0.17%) VMware Infrastructure
7 1 (0.085%) Apache Flume
7 1 (0.085%) HDFS
7 1 (0.085%) Virtual Desktop
7 1 (0.085%) vSphere
Systems Management
1 39 (3.33%) Kubernetes
2 19 (1.62%) Terraform
3 9 (0.77%) Ansible
4 8 (0.68%) RSA Archer
5 2 (0.17%) Oracle RMAN
5 2 (0.17%) Prometheus
5 2 (0.17%) Single Sign-On
6 1 (0.085%) Active Directory Federation Services
6 1 (0.085%) Grafana
6 1 (0.085%) Kibana
6 1 (0.085%) logstash
6 1 (0.085%) NetBackup
6 1 (0.085%) Oozie
6 1 (0.085%) Puppet
6 1 (0.085%) vRealize
Vendors
1 255 (21.78%) Microsoft
2 96 (8.20%) SAP
3 77 (6.58%) Google
4 53 (4.53%) Databricks
5 34 (2.90%) Oracle
6 33 (2.82%) ServiceNow
7 32 (2.73%) Workday
8 27 (2.31%) Adobe
9 22 (1.88%) Concur
9 22 (1.88%) Facebook
10 18 (1.54%) IBM
11 17 (1.45%) Informatica
12 15 (1.28%) Salesforce
13 12 (1.02%) Capita
14 8 (0.68%) Alteryx
15 7 (0.60%) Cognos
15 7 (0.60%) Omniture
15 7 (0.60%) VMware
15 7 (0.60%) Zoho
16 6 (0.51%) Bloomberg