Data Analysis Jobs in England

Data Analysis
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 100 115 132
Rank change year-on-year +15 +17 +49
Permanent jobs citing Data Analysis 2,240 2,822 3,900
As % of all permanent jobs advertised in England 2.64% 3.03% 2.98%
As % of the Processes & Methodologies category 3.08% 3.16% 3.12%
Number of salaries quoted 1,390 1,282 1,884
10th Percentile £30,781 £30,500 £32,500
25th Percentile £39,000 £36,642 £41,250
Median annual salary (50th Percentile) £52,500 £53,750 £55,000
Median % change year-on-year -2.33% -2.27% +10.00%
75th Percentile £70,000 £72,912 £71,500
90th Percentile £85,000 £90,000 £90,000
UK median annual salary £52,500 £52,500 £54,000
% change year-on-year - -2.78% +8.00%

All Process and Methodology Skills
England

Data Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 72,814 89,178 125,034
As % of all permanent jobs advertised in England 85.85% 95.66% 95.65%
Number of salaries quoted 53,731 52,642 73,765
10th Percentile £29,000 £34,250 £33,327
25th Percentile £39,750 £46,000 £44,250
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £62,000 £60,000
% change year-on-year -11.29% +3.33% +9.09%

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 27 April 2024.

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 27 April 2024. 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 +29 727 £60,000 -7.69% 323
South East +28 431 £50,000 +20.48% 94
North of England -6 362 £55,000 +46.67% 128
Midlands -23 362 £50,000 +17.65% 99
West Midlands -14 270 £50,000 +17.65% 67
North West -18 212 £59,556 +60.32% 71
South West +33 179 £54,500 +49.32% 64
East of England +26 168 £50,000 -2.44% 63
Yorkshire +25 105 £55,000 +22.22% 37
East Midlands -17 92 £45,001 +0.00% 31
North East +1 45 £41,250 +10.14% 21
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 80 (3.57%) SAS
2 62 (2.77%) SharePoint
3 29 (1.29%) Apache Spark
4 25 (1.12%) CMS
5 22 (0.98%) Confluence
6 13 (0.58%) Apache
7 12 (0.54%) Oracle Workflow
8 11 (0.49%) Apache Airflow
9 10 (0.45%) ArcGIS
10 6 (0.27%) IIS
10 6 (0.27%) Jupyter
10 6 (0.27%) Microsoft Exchange
11 4 (0.18%) Tomcat
11 4 (0.18%) WordPress
12 3 (0.13%) Moodle
13 2 (0.089%) MTS
Applications
1 476 (21.25%) Microsoft Excel
2 228 (10.18%) Microsoft Office
3 74 (3.30%) Microsoft PowerPoint
4 40 (1.79%) Spreadsheet
5 26 (1.16%) MS Visio
6 23 (1.03%) SPSS
7 13 (0.58%) Trello
8 8 (0.36%) Simulink
9 6 (0.27%) SOLIDWORKS
10 4 (0.18%) Stata
11 3 (0.13%) Adobe Creative Suite
12 2 (0.089%) InDesign
12 2 (0.089%) InVision
12 2 (0.089%) LaTeX
12 2 (0.089%) Microsoft Project
12 2 (0.089%) Photoshop
12 2 (0.089%) Sketch
12 2 (0.089%) Zeplin
13 1 (0.045%) Adobe Illustrator
13 1 (0.045%) Adobe XD
Business Applications
1 32 (1.43%) Dynamics CRM
2 9 (0.40%) NEC Housing
3 8 (0.36%) Sparx Enterprise Architect
4 6 (0.27%) BusinessWorks
4 6 (0.27%) Oracle Applications
4 6 (0.27%) Raiser’s Edge
4 6 (0.27%) SAP Business One
5 5 (0.22%) Oracle EBS
5 5 (0.22%) Oracle ERP
6 4 (0.18%) Eloqua
6 4 (0.18%) NetSuite
6 4 (0.18%) Oracle Financials
6 4 (0.18%) SAP IBP
7 3 (0.13%) Primavera
7 3 (0.13%) Sage 200
7 3 (0.13%) Sage 300 ERP
7 3 (0.13%) SAP S/4HANA
8 2 (0.089%) Remedy ITSM
8 2 (0.089%) SAP Oil and Gas
8 2 (0.089%) SAP SD
Cloud Services
1 504 (22.50%) Power Platform
2 359 (16.03%) Azure
3 284 (12.68%) AWS
4 90 (4.02%) Azure DevOps
5 68 (3.04%) Microsoft 365
6 57 (2.54%) GCP
7 47 (2.10%) Azure Data Factory
7 47 (2.10%) SaaS
8 46 (2.05%) Serverless
9 43 (1.92%) PowerApps
9 43 (1.92%) Snowflake
10 35 (1.56%) Power Automate
11 33 (1.47%) Azure Synapse Analytics
12 27 (1.21%) Amazon S3
13 22 (0.98%) Dynamics 365
14 21 (0.94%) AWS Lambda
14 21 (0.94%) Matillion
15 20 (0.89%) Google Sheets
15 20 (0.89%) WhatsApp
16 18 (0.80%) PaaS
Communications & Networking
1 14 (0.63%) HTTP
1 14 (0.63%) Intranet
2 9 (0.40%) Ethernet
3 7 (0.31%) Internet
4 6 (0.27%) DNS
4 6 (0.27%) Firewall
4 6 (0.27%) TCP/IP
4 6 (0.27%) WPA
5 5 (0.22%) NAS
5 5 (0.22%) SAN
5 5 (0.22%) Unified Communications
5 5 (0.22%) Wireshark
6 4 (0.18%) BGP
6 4 (0.18%) Broadband
6 4 (0.18%) MPLS
6 4 (0.18%) MQTT
6 4 (0.18%) OSPF
6 4 (0.18%) SD-WAN
6 4 (0.18%) WAN
7 3 (0.13%) GPRS
Database & Business Intelligence
1 480 (21.43%) Power BI
2 307 (13.71%) Tableau
3 194 (8.66%) Data Warehouse
4 147 (6.56%) SQL Server
5 65 (2.90%) Big Data
6 61 (2.72%) Metadata
7 59 (2.63%) Data Lake
8 57 (2.54%) Data Vault
9 49 (2.19%) GIS
10 48 (2.14%) Relational Database
11 46 (2.05%) Data Mining
12 42 (1.88%) SQL Server Integration Services
13 40 (1.79%) SQL Server Reporting Services
14 39 (1.74%) Delta Lake
15 25 (1.12%) Geospatial Data
16 24 (1.07%) QlikView
17 22 (0.98%) Hadoop
17 22 (0.98%) Looker
18 21 (0.94%) Azure SQL Database
18 21 (0.94%) Enterprise Data Warehouse
Development Applications
1 131 (5.85%) Git
2 105 (4.69%) JIRA
3 19 (0.85%) SQL Server Management Studio (SSMS)
4 17 (0.76%) GitLab
5 12 (0.54%) Visual Studio
6 11 (0.49%) Oracle Forms
7 9 (0.40%) Jenkins
8 7 (0.31%) SonarQube
8 7 (0.31%) Toad
9 6 (0.27%) Postman
9 6 (0.27%) SoapUI
10 5 (0.22%) LabVIEW
10 5 (0.22%) Visual Studio Team System
11 4 (0.18%) AdminStudio
11 4 (0.18%) Charles Proxy
11 4 (0.18%) InstallShield
11 4 (0.18%) MSI
12 3 (0.13%) Octopus Deploy
13 2 (0.089%) Bitbucket
13 2 (0.089%) ERwin
General
1 871 (38.88%) Social Skills
2 740 (33.04%) Analytical Skills
3 652 (29.11%) Finance
4 239 (10.67%) Retail
5 234 (10.45%) Inclusion and Diversity
6 209 (9.33%) Presentation Skills
7 193 (8.62%) Legal
8 122 (5.45%) Marketing
9 100 (4.46%) Manufacturing
10 99 (4.42%) Banking
11 97 (4.33%) Law
12 96 (4.29%) Military
13 89 (3.97%) Public Sector
14 73 (3.26%) Organisational Skills
15 55 (2.46%) Influencing Skills
16 52 (2.32%) Publishing
17 50 (2.23%) Back Office
18 44 (1.96%) Local Government
19 41 (1.83%) Pharmaceutical
20 26 (1.16%) Investment Banking
Job Titles
1 721 (32.19%) Analyst
2 354 (15.80%) Data Analyst
3 331 (14.78%) Senior
4 186 (8.30%) Data Scientist
5 178 (7.95%) Lead
6 164 (7.32%) Senior Analyst
7 123 (5.49%) Data Engineer
8 116 (5.18%) Graduate
9 113 (5.04%) Developer
10 90 (4.02%) Senior Data Analyst
11 89 (3.97%) Data Manager
12 79 (3.53%) Business Analyst
13 58 (2.59%) Architect
14 52 (2.32%) Business Intelligence Analyst
15 47 (2.10%) Administrator
16 46 (2.05%) Consultant
17 43 (1.92%) Business Intelligence Manager
18 42 (1.88%) Business Manager
19 38 (1.70%) Software Engineer
20 37 (1.65%) Data Architect
Libraries, Frameworks & Software Standards
1 37 (1.65%) .NET
2 33 (1.47%) HTML
2 33 (1.47%) Web Services
3 32 (1.43%) CSS
4 31 (1.38%) React
5 30 (1.34%) Pandas
6 29 (1.29%) JSON
7 27 (1.21%) PySpark
8 25 (1.12%) XML
9 18 (0.80%) AngularJS
9 18 (0.80%) ASP.NET
9 18 (0.80%) NumPy
9 18 (0.80%) REST
10 16 (0.71%) .NET Core
10 16 (0.71%) EDI
11 14 (0.63%) .NET Framework
12 13 (0.58%) Kafka
13 12 (0.54%) Node.js
13 12 (0.54%) SOAP
14 11 (0.49%) PyTorch
Miscellaneous
1 258 (11.52%) Algorithms
2 193 (8.62%) Management Information System
3 174 (7.77%) Onboarding
4 125 (5.58%) Data Structures
5 74 (3.30%) Self-Motivation
6 62 (2.77%) Product Ownership
7 50 (2.23%) Public Cloud
8 49 (2.19%) Reinsurance
9 46 (2.05%) Credit Risk
10 30 (1.34%) Analytical Mindset
11 22 (0.98%) Driving Licence
12 21 (0.94%) Data Centre
12 21 (0.94%) IoT
13 20 (0.89%) PMI
14 19 (0.85%) Cloud Native
14 19 (0.85%) Mobile App
14 19 (0.85%) Social Media
15 17 (0.76%) Distributed Systems
16 16 (0.71%) Housing Association
16 16 (0.71%) Reference Data
Operating Systems
1 46 (2.05%) Windows
2 37 (1.65%) Linux
3 7 (0.31%) Android
3 7 (0.31%) Apple iOS
3 7 (0.31%) Windows Server
4 6 (0.27%) Mac OS
5 5 (0.22%) Windows 10
5 5 (0.22%) Windows Vista
6 4 (0.18%) Windows 7
7 3 (0.13%) Unix
8 1 (0.045%) Embedded Linux
8 1 (0.045%) Robot Operating System
8 1 (0.045%) Windows Server 2019
Processes & Methodologies
1 773 (34.51%) Problem-Solving
2 667 (29.78%) Analytics
3 578 (25.80%) Business Intelligence
4 516 (23.04%) Visualisation
5 480 (21.43%) Decision-Making
6 388 (17.32%) Mathematics
7 377 (16.83%) Agile
8 349 (15.58%) Computer Science
9 334 (14.91%) Data Science
10 302 (13.48%) Data Modelling
11 298 (13.30%) Continuous Improvement
12 293 (13.08%) Data Visualisation
13 285 (12.72%) Data Management
14 281 (12.54%) Coaching
15 275 (12.28%) ETL
16 265 (11.83%) Mentoring
17 262 (11.70%) Actionable Insight
18 231 (10.31%) Data Analytics
18 231 (10.31%) Statistics
19 216 (9.64%) Process Improvement
Programming Languages
1 792 (35.36%) SQL
2 543 (24.24%) Python
3 126 (5.63%) R
4 77 (3.44%) JavaScript
5 76 (3.39%) Java
6 71 (3.17%) C#
7 62 (2.77%) T-SQL
8 41 (1.83%) Data Analysis Expressions
9 39 (1.74%) PowerShell
10 38 (1.70%) VBA
11 26 (1.16%) MATLAB
12 23 (1.03%) Bash
13 19 (0.85%) C
14 16 (0.71%) C++
14 16 (0.71%) Go
14 16 (0.71%) VB
15 15 (0.67%) Scala
16 14 (0.63%) TypeScript
17 9 (0.40%) Apex Code
17 9 (0.40%) PL/SQL
Qualifications
1 914 (40.80%) Degree
2 133 (5.94%) Master's Degree
3 128 (5.71%) DBS Check
4 95 (4.24%) Security Cleared
5 79 (3.53%) Computer Science Degree
6 55 (2.46%) SC Cleared
7 45 (2.01%) DV Cleared
8 32 (1.43%) PhD
9 31 (1.38%) MBA
10 25 (1.12%) HNC
11 24 (1.07%) Numerate Degree
12 23 (1.03%) BPSS Clearance
13 21 (0.94%) PMI Certification
14 19 (0.85%) CIMA
15 15 (0.67%) CFA
16 12 (0.54%) APMP
17 11 (0.49%) Microsoft Certification
18 7 (0.31%) ITIL Foundation Certificate
18 7 (0.31%) TOGAF Certification
19 5 (0.22%) ISEB
Quality Assurance & Compliance
1 242 (10.80%) Data Quality
2 100 (4.46%) QA
3 51 (2.28%) Accessibility
4 46 (2.05%) GDPR
5 42 (1.88%) IFRS
6 36 (1.61%) IFRS 9
7 27 (1.21%) Actionable Recommendations
8 11 (0.49%) PMO
9 9 (0.40%) ISO 9001
10 8 (0.36%) Sarbanes-Oxley
11 7 (0.31%) COBIT
12 6 (0.27%) ISO/IEC 27001
13 4 (0.18%) CDISC
13 4 (0.18%) Good Clinical Practice
13 4 (0.18%) SLA
14 3 (0.13%) P3O
15 2 (0.089%) GRC
15 2 (0.089%) ISO/IEC 17025
15 2 (0.089%) MiFID
15 2 (0.089%) WCAG
System Software
1 34 (1.52%) Docker
2 33 (1.47%) Active Directory
3 12 (0.54%) Firmware
4 9 (0.40%) VMware Infrastructure
5 5 (0.22%) Hyper-V
6 4 (0.18%) Microsoft App-V
6 4 (0.18%) Virtual Desktop
7 2 (0.089%) HDFS
8 1 (0.045%) Microsoft Virtual Server
8 1 (0.045%) Virtual Servers
8 1 (0.045%) VMware ESXi
Systems Management
1 34 (1.52%) Kubernetes
2 13 (0.58%) SCOM
3 12 (0.54%) SCCM
3 12 (0.54%) Terraform
4 10 (0.45%) Ansible
5 7 (0.31%) Grafana
5 7 (0.31%) Prometheus
5 7 (0.31%) SysTrack
6 6 (0.27%) WSUS
7 5 (0.22%) Progress Chef
8 4 (0.18%) Failover Clustering
9 3 (0.13%) Puppet
10 2 (0.089%) Functional Safety
10 2 (0.089%) Microsoft Intune
11 1 (0.045%) Iperf
11 1 (0.045%) Nmap
Vendors
1 401 (17.90%) Microsoft
2 183 (8.17%) Databricks
3 96 (4.29%) Oracle
4 77 (3.44%) Google
5 65 (2.90%) Informatica
6 47 (2.10%) SAP
7 44 (1.96%) Salesforce
8 40 (1.79%) Alteryx
9 38 (1.70%) ServiceNow
10 21 (0.94%) Adobe
11 14 (0.63%) HP
11 14 (0.63%) VMware
12 13 (0.58%) Dynatrace
12 13 (0.58%) Riverbed
13 11 (0.49%) Sage
14 10 (0.45%) ESRI
15 9 (0.40%) NEC
16 8 (0.36%) Sparx
17 7 (0.31%) Dataiku
17 7 (0.31%) Snow