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 20 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 94 120 120
Rank change year-on-year +26 0 +57
Permanent jobs citing Data Analysis 2,393 2,581 4,304
As % of all permanent jobs advertised in England 2.77% 2.92% 3.14%
As % of the Processes & Methodologies category 3.25% 3.05% 3.28%
Number of salaries quoted 1,396 1,215 1,914
10th Percentile £30,640 £30,500 £32,500
25th Percentile £39,000 £36,250 £41,250
Median annual salary (50th Percentile) £52,500 £52,500 £55,000
Median % change year-on-year - -4.55% +10.00%
75th Percentile £70,000 £72,647 £71,250
90th Percentile £85,000 £86,907 £87,500
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 73,567 84,580 131,290
As % of all permanent jobs advertised in England 85.06% 95.60% 95.84%
Number of salaries quoted 53,896 50,324 73,626
10th Percentile £29,000 £34,324 £33,500
25th Percentile £40,000 £46,125 £44,000
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,000 £82,500 £80,000
90th Percentile £93,750 £102,500 £97,500
UK median annual salary £55,000 £61,180 £60,000
% change year-on-year -10.10% +1.97% +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 20 May 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 20 May 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 +35 771 £60,000 -7.69% 463
Midlands 0 451 £50,000 +17.65% 122
South East +60 443 £50,000 +11.11% 158
North of England -8 366 £55,000 +46.67% 163
West Midlands +6 336 £50,000 +25.00% 77
North West -20 219 £59,556 +70.16% 86
South West +12 186 £54,500 +37.40% 59
East of England +25 165 £50,000 -2.44% 58
East Midlands -1 115 £45,000 +0.00% 45
Yorkshire +24 102 £50,000 +17.65% 60
North East +2 45 £40,000 +6.80% 18
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 83 (3.47%) SAS
2 57 (2.38%) SharePoint
3 30 (1.25%) Apache Spark
4 24 (1.00%) CMS
5 22 (0.92%) Confluence
6 18 (0.75%) Apache
7 14 (0.59%) Apache Airflow
8 12 (0.50%) Oracle Workflow
9 10 (0.42%) ArcGIS
10 5 (0.21%) Jupyter
10 5 (0.21%) Microsoft Exchange
11 4 (0.17%) IIS
11 4 (0.17%) WordPress
12 3 (0.13%) Moodle
13 2 (0.084%) MTS
13 2 (0.084%) Tomcat
14 1 (0.042%) Luigi
Applications
1 576 (24.07%) Microsoft Excel
2 305 (12.75%) Microsoft Office
3 72 (3.01%) Microsoft PowerPoint
4 40 (1.67%) Spreadsheet
5 24 (1.00%) MS Visio
5 24 (1.00%) SPSS
6 13 (0.54%) Trello
7 8 (0.33%) Simulink
8 6 (0.25%) SOLIDWORKS
9 4 (0.17%) Stata
10 3 (0.13%) Adobe Creative Suite
11 2 (0.084%) InDesign
11 2 (0.084%) InVision
11 2 (0.084%) LaTeX
11 2 (0.084%) Microsoft Project
11 2 (0.084%) Photoshop
11 2 (0.084%) Sketch
11 2 (0.084%) Zeplin
12 1 (0.042%) Adobe Illustrator
12 1 (0.042%) Adobe XD
Business Applications
1 30 (1.25%) Dynamics CRM
2 9 (0.38%) NEC Housing
3 8 (0.33%) Sparx Enterprise Architect
4 6 (0.25%) Oracle Applications
4 6 (0.25%) Raiser’s Edge
4 6 (0.25%) SAP Business One
5 5 (0.21%) Oracle EBS
5 5 (0.21%) Oracle ERP
6 4 (0.17%) BusinessWorks
6 4 (0.17%) Eloqua
6 4 (0.17%) NetSuite
6 4 (0.17%) Oracle Financials
6 4 (0.17%) 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 (0.084%) Magento
8 2 (0.084%) Remedy ITSM
8 2 (0.084%) SAP Oil and Gas
Cloud Services
1 522 (21.81%) Power Platform
2 352 (14.71%) Azure
3 331 (13.83%) AWS
4 83 (3.47%) Azure DevOps
5 68 (2.84%) Microsoft 365
6 56 (2.34%) GCP
7 47 (1.96%) SaaS
8 45 (1.88%) Serverless
9 40 (1.67%) Azure Data Factory
9 40 (1.67%) PowerApps
9 40 (1.67%) Snowflake
10 35 (1.46%) Power Automate
11 30 (1.25%) Azure Synapse Analytics
12 24 (1.00%) Amazon S3
13 23 (0.96%) Dynamics 365
14 21 (0.88%) AWS Lambda
14 21 (0.88%) Google Sheets
15 18 (0.75%) WhatsApp
16 17 (0.71%) GitHub
16 17 (0.71%) Matillion
Communications & Networking
1 14 (0.59%) HTTP
1 14 (0.59%) Intranet
2 9 (0.38%) Ethernet
3 8 (0.33%) Firewall
4 7 (0.29%) Internet
5 6 (0.25%) DNS
5 6 (0.25%) TCP/IP
5 6 (0.25%) WPA
6 5 (0.21%) NAS
6 5 (0.21%) SAN
6 5 (0.21%) Unified Communications
6 5 (0.21%) WAN
6 5 (0.21%) Wireshark
7 4 (0.17%) BGP
7 4 (0.17%) Broadband
7 4 (0.17%) MPLS
7 4 (0.17%) MQTT
7 4 (0.17%) Network Security
7 4 (0.17%) OSPF
7 4 (0.17%) SD-WAN
Database & Business Intelligence
1 500 (20.89%) Power BI
2 363 (15.17%) Tableau
3 199 (8.32%) Data Warehouse
4 146 (6.10%) SQL Server
5 65 (2.72%) Big Data
6 63 (2.63%) Data Vault
7 60 (2.51%) Metadata
8 58 (2.42%) Data Lake
9 50 (2.09%) GIS
9 50 (2.09%) Relational Database
10 45 (1.88%) Data Mining
10 45 (1.88%) SQL Server Reporting Services
11 38 (1.59%) SQL Server Integration Services
12 37 (1.55%) Delta Lake
13 26 (1.09%) Geospatial Data
14 25 (1.04%) PostgreSQL
15 24 (1.00%) QlikView
16 22 (0.92%) Looker
17 21 (0.88%) Azure SQL Data Warehouse
17 21 (0.88%) Power Query
Development Applications
1 175 (7.31%) Git
2 103 (4.30%) JIRA
3 19 (0.79%) SQL Server Management Studio (SSMS)
4 13 (0.54%) Visual Studio
5 11 (0.46%) Oracle Forms
6 9 (0.38%) GitLab
7 7 (0.29%) Toad
8 5 (0.21%) AdminStudio
8 5 (0.21%) InstallShield
8 5 (0.21%) LabVIEW
8 5 (0.21%) MSI
8 5 (0.21%) Postman
8 5 (0.21%) SoapUI
9 4 (0.17%) Charles Proxy
10 3 (0.13%) Octopus Deploy
11 2 (0.084%) CANoe
11 2 (0.084%) ERwin
11 2 (0.084%) Visual Studio Team System
12 1 (0.042%) Bitbucket
12 1 (0.042%) Selenium
General
1 950 (39.70%) Social Skills
2 787 (32.89%) Analytical Skills
3 662 (27.66%) Finance
4 288 (12.04%) Retail
5 274 (11.45%) Presentation Skills
6 250 (10.45%) Inclusion and Diversity
7 194 (8.11%) Legal
8 177 (7.40%) Military
9 123 (5.14%) Marketing
10 106 (4.43%) Law
11 98 (4.10%) Manufacturing
12 97 (4.05%) Banking
13 92 (3.84%) Public Sector
14 74 (3.09%) Organisational Skills
15 55 (2.30%) Influencing Skills
16 53 (2.21%) Back Office
17 51 (2.13%) Publishing
18 42 (1.76%) Local Government
18 42 (1.76%) Pharmaceutical
19 26 (1.09%) Investment Banking
Job Titles
1 768 (32.09%) Analyst
2 401 (16.76%) Data Analyst
3 396 (16.55%) Senior
4 213 (8.90%) Senior Analyst
5 197 (8.23%) Graduate
6 194 (8.11%) Lead
7 187 (7.81%) Data Scientist
8 138 (5.77%) Senior Data Analyst
9 119 (4.97%) Data Engineer
10 112 (4.68%) Developer
11 87 (3.64%) Data Manager
12 80 (3.34%) Business Analyst
13 64 (2.67%) Architect
14 59 (2.47%) Business Intelligence Analyst
15 48 (2.01%) Consultant
16 47 (1.96%) Administrator
17 43 (1.80%) Data Architect
18 42 (1.76%) Business Intelligence Manager
19 41 (1.71%) Business Manager
19 41 (1.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 36 (1.50%) .NET
2 35 (1.46%) Pandas
3 32 (1.34%) React
4 31 (1.30%) CSS
4 31 (1.30%) HTML
5 30 (1.25%) Web Services
6 29 (1.21%) PySpark
7 27 (1.13%) JSON
8 21 (0.88%) XML
9 19 (0.79%) NumPy
10 18 (0.75%) AngularJS
10 18 (0.75%) REST
11 16 (0.67%) .NET Core
11 16 (0.67%) ASP.NET
12 15 (0.63%) Lambda Expressions
13 14 (0.59%) .NET Framework
13 14 (0.59%) EDI
13 14 (0.59%) Kafka
14 13 (0.54%) Node.js
14 13 (0.54%) PyTorch
Miscellaneous
1 263 (10.99%) Onboarding
2 259 (10.82%) Algorithms
3 198 (8.27%) Management Information System
4 121 (5.06%) Data Structures
5 75 (3.13%) Self-Motivation
6 65 (2.72%) Product Ownership
7 51 (2.13%) Reinsurance
8 48 (2.01%) Credit Risk
9 42 (1.76%) Public Cloud
10 32 (1.34%) Analytical Mindset
11 25 (1.04%) Life Science
12 24 (1.00%) Data Centre
13 23 (0.96%) Driving Licence
14 22 (0.92%) IoT
15 20 (0.84%) Cloud Native
15 20 (0.84%) PMI
16 19 (0.79%) Mobile App
17 18 (0.75%) Social Media
18 17 (0.71%) Reference Data
19 16 (0.67%) Housing Association
Operating Systems
1 42 (1.76%) Windows
2 31 (1.30%) Linux
3 8 (0.33%) Windows Server
4 7 (0.29%) Android
4 7 (0.29%) Apple iOS
5 6 (0.25%) Mac OS
5 6 (0.25%) Windows 10
6 5 (0.21%) Windows 7
6 5 (0.21%) Windows Vista
7 3 (0.13%) Unix
8 1 (0.042%) Embedded Linux
8 1 (0.042%) Robot Operating System
8 1 (0.042%) Windows Server 2019
Processes & Methodologies
1 841 (35.14%) Problem-Solving
2 720 (30.09%) Analytics
3 592 (24.74%) Business Intelligence
4 564 (23.57%) Visualisation
5 491 (20.52%) Decision-Making
6 444 (18.55%) Mathematics
7 383 (16.01%) Continuous Improvement
8 374 (15.63%) Agile
9 363 (15.17%) Computer Science
10 348 (14.54%) Data Science
11 305 (12.75%) Actionable Insight
12 300 (12.54%) Data Modelling
13 293 (12.24%) Customer Service
13 293 (12.24%) Data Visualisation
13 293 (12.24%) Process Improvement
14 288 (12.04%) Data Management
15 285 (11.91%) Statistics
16 282 (11.78%) Coaching
17 274 (11.45%) Mentoring
18 269 (11.24%) ETL
Programming Languages
1 835 (34.89%) SQL
2 598 (24.99%) Python
3 130 (5.43%) R
4 83 (3.47%) Java
5 72 (3.01%) JavaScript
6 68 (2.84%) C#
7 55 (2.30%) T-SQL
8 42 (1.76%) Data Analysis Expressions
9 40 (1.67%) VBA
10 32 (1.34%) PowerShell
11 29 (1.21%) MATLAB
12 20 (0.84%) C
13 18 (0.75%) Scala
13 18 (0.75%) VB
14 17 (0.71%) C++
15 16 (0.67%) Go
16 14 (0.59%) Bash
16 14 (0.59%) TypeScript
17 9 (0.38%) Apex Code
17 9 (0.38%) PL/SQL
Qualifications
1 1,076 (44.96%) Degree
2 175 (7.31%) DBS Check
3 135 (5.64%) Master's Degree
4 95 (3.97%) Security Cleared
5 83 (3.47%) Computer Science Degree
6 54 (2.26%) SC Cleared
7 46 (1.92%) DV Cleared
8 35 (1.46%) PhD
9 31 (1.30%) MBA
10 30 (1.25%) HNC
11 26 (1.09%) Numerate Degree
12 23 (0.96%) BPSS Clearance
13 22 (0.92%) PMI Certification
14 19 (0.79%) CIMA
15 15 (0.63%) CFA
16 12 (0.50%) APMP
17 10 (0.42%) Microsoft Certification
18 7 (0.29%) ITIL Foundation Certificate
18 7 (0.29%) TOGAF Certification
19 4 (0.17%) Six Sigma Green Belt
Quality Assurance & Compliance
1 237 (9.90%) Data Quality
2 97 (4.05%) QA
3 52 (2.17%) Accessibility
4 44 (1.84%) GDPR
5 42 (1.76%) IFRS
6 36 (1.50%) IFRS 9
7 29 (1.21%) Actionable Recommendations
8 13 (0.54%) Good Clinical Practice
9 11 (0.46%) PMO
10 9 (0.38%) ISO 9001
11 7 (0.29%) COBIT
12 6 (0.25%) ISO/IEC 27001
13 5 (0.21%) Sarbanes-Oxley
13 5 (0.21%) SLA
14 4 (0.17%) CDISC
14 4 (0.17%) NIST
15 3 (0.13%) MiFID
15 3 (0.13%) P3O
16 2 (0.084%) ISO 26262
16 2 (0.084%) WCAG
System Software
1 35 (1.46%) Active Directory
2 26 (1.09%) Docker
3 12 (0.50%) Firmware
4 10 (0.42%) VMware Infrastructure
5 5 (0.21%) Hyper-V
5 5 (0.21%) Microsoft App-V
6 4 (0.17%) Virtual Desktop
7 2 (0.084%) HDFS
8 1 (0.042%) Microsoft Virtual Server
8 1 (0.042%) Virtual Servers
8 1 (0.042%) VMware ESXi
Systems Management
1 29 (1.21%) Kubernetes
2 13 (0.54%) SCCM
2 13 (0.54%) SCOM
3 8 (0.33%) Terraform
4 7 (0.29%) SysTrack
4 7 (0.29%) WSUS
5 4 (0.17%) Failover Clustering
5 4 (0.17%) Progress Chef
6 3 (0.13%) Ansible
6 3 (0.13%) Puppet
7 2 (0.084%) Functional Safety
7 2 (0.084%) Microsoft Intune
8 1 (0.042%) FTK
8 1 (0.042%) Grafana
8 1 (0.042%) Iperf
8 1 (0.042%) Nmap
8 1 (0.042%) Prometheus
Vendors
1 415 (17.34%) Microsoft
2 228 (9.53%) Databricks
3 92 (3.84%) Oracle
4 74 (3.09%) Google
5 64 (2.67%) Informatica
6 47 (1.96%) SAP
7 45 (1.88%) Salesforce
8 39 (1.63%) ServiceNow
9 37 (1.55%) Alteryx
10 21 (0.88%) Adobe
11 15 (0.63%) VMware
12 14 (0.59%) HP
13 13 (0.54%) Dynatrace
13 13 (0.54%) Riverbed
14 11 (0.46%) Sage
15 10 (0.42%) ESRI
16 9 (0.38%) NEC
17 8 (0.33%) Sparx
18 7 (0.29%) Dataiku
18 7 (0.29%) Snow