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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 92 132 120
Rank change year-on-year +40 -12 +60
Permanent jobs citing Data Analysis 2,446 2,314 4,489
As % of all permanent jobs advertised in England 2.69% 2.75% 3.18%
As % of the Processes & Methodologies category 3.22% 2.88% 3.31%
Number of salaries quoted 1,412 1,173 1,945
10th Percentile £30,528 £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 £72,500 £71,250
90th Percentile £85,000 £86,000 £87,500
UK median annual salary £52,500 £52,000 £54,000
% change year-on-year +0.96% -3.70% +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 76,066 80,344 135,543
As % of all permanent jobs advertised in England 83.60% 95.49% 95.97%
Number of salaries quoted 55,107 48,707 73,448
10th Percentile £29,000 £34,324 £33,294
25th Percentile £40,000 £46,000 £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 £72,500 £82,500 £80,000
90th Percentile £93,250 £102,500 £97,500
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 1 June 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 1 June 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 +43 788 £60,000 -7.69% 398
Midlands -1 475 £50,000 +21.95% 118
South East +54 450 £50,000 +5.26% 146
North of England +11 367 £55,000 +46.67% 160
West Midlands +7 352 £50,000 +28.21% 70
North West -4 224 £58,750 +67.86% 96
South West +15 191 £54,500 +30.29% 68
East of England +26 164 £50,000 -2.44% 82
East Midlands +13 123 £45,000 +0.00% 48
Yorkshire +19 100 £52,500 +23.53% 41
North East -7 43 £41,000 +5.13% 27
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 (3.39%) SAS
2 54 (2.21%) SharePoint
3 29 (1.19%) Apache Spark
4 24 (0.98%) CMS
4 24 (0.98%) Confluence
5 19 (0.78%) Apache
6 16 (0.65%) Apache Airflow
7 12 (0.49%) Oracle Workflow
8 10 (0.41%) ArcGIS
9 5 (0.20%) Jupyter
9 5 (0.20%) Microsoft Exchange
10 4 (0.16%) WordPress
11 3 (0.12%) Moodle
12 2 (0.082%) MTS
13 1 (0.041%) IIS
13 1 (0.041%) Luigi
13 1 (0.041%) Tomcat
Applications
1 603 (24.65%) Microsoft Excel
2 323 (13.21%) Microsoft Office
3 70 (2.86%) Microsoft PowerPoint
4 40 (1.64%) Spreadsheet
5 24 (0.98%) SPSS
6 23 (0.94%) MS Visio
7 13 (0.53%) Trello
8 8 (0.33%) Simulink
9 6 (0.25%) SOLIDWORKS
10 4 (0.16%) Stata
11 3 (0.12%) Adobe Creative Suite
12 2 (0.082%) InDesign
12 2 (0.082%) InVision
12 2 (0.082%) LaTeX
12 2 (0.082%) Microsoft Project
12 2 (0.082%) Photoshop
12 2 (0.082%) Sketch
12 2 (0.082%) Zeplin
13 1 (0.041%) Adobe Illustrator
13 1 (0.041%) Adobe XD
Business Applications
1 27 (1.10%) Dynamics CRM
2 10 (0.41%) NEC Housing
3 7 (0.29%) 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 (0.20%) Oracle EBS
5 5 (0.20%) Oracle ERP
6 4 (0.16%) Eloqua
6 4 (0.16%) NetSuite
6 4 (0.16%) Oracle Financials
6 4 (0.16%) SAP IBP
7 3 (0.12%) Primavera
7 3 (0.12%) Sage 200
7 3 (0.12%) Sage 300 ERP
7 3 (0.12%) SAP S/4HANA
8 2 (0.082%) Magento
8 2 (0.082%) Remedy ITSM
8 2 (0.082%) SAP Oil and Gas
8 2 (0.082%) SAP SD
Cloud Services
1 541 (22.12%) Power Platform
2 378 (15.45%) Azure
3 349 (14.27%) AWS
4 84 (3.43%) Azure DevOps
5 67 (2.74%) Microsoft 365
6 59 (2.41%) GCP
7 50 (2.04%) SaaS
8 43 (1.76%) Azure Data Factory
8 43 (1.76%) Serverless
9 40 (1.64%) Snowflake
10 37 (1.51%) PowerApps
11 33 (1.35%) Power Automate
12 32 (1.31%) Azure Synapse Analytics
13 24 (0.98%) Dynamics 365
14 22 (0.90%) Amazon S3
15 21 (0.86%) AWS Lambda
15 21 (0.86%) Google Sheets
16 17 (0.70%) Cloud Computing
16 17 (0.70%) GitHub
16 17 (0.70%) WhatsApp
Communications & Networking
1 14 (0.57%) HTTP
1 14 (0.57%) Intranet
2 12 (0.49%) Firewall
3 9 (0.37%) Ethernet
4 8 (0.33%) Network Security
5 7 (0.29%) DNS
5 7 (0.29%) Internet
6 6 (0.25%) TCP/IP
6 6 (0.25%) WPA
7 5 (0.20%) Broadband
7 5 (0.20%) NAS
7 5 (0.20%) SAN
7 5 (0.20%) Unified Communications
7 5 (0.20%) WAN
7 5 (0.20%) Wireshark
8 4 (0.16%) BGP
8 4 (0.16%) Intrusion Detection
8 4 (0.16%) MPLS
8 4 (0.16%) MQTT
8 4 (0.16%) OSPF
Database & Business Intelligence
1 521 (21.30%) Power BI
2 379 (15.49%) Tableau
3 210 (8.59%) Data Warehouse
4 144 (5.89%) SQL Server
5 69 (2.82%) Data Vault
6 67 (2.74%) Big Data
7 64 (2.62%) Metadata
8 59 (2.41%) Data Lake
9 52 (2.13%) Relational Database
10 50 (2.04%) GIS
11 49 (2.00%) SQL Server Reporting Services
12 42 (1.72%) Data Mining
13 38 (1.55%) SQL Server Integration Services
14 34 (1.39%) Delta Lake
15 27 (1.10%) Geospatial Data
16 26 (1.06%) PostgreSQL
16 26 (1.06%) QlikView
17 24 (0.98%) Azure SQL Data Warehouse
18 22 (0.90%) Azure SQL Database
18 22 (0.90%) Looker
Development Applications
1 174 (7.11%) Git
2 100 (4.09%) JIRA
3 19 (0.78%) SQL Server Management Studio (SSMS)
4 13 (0.53%) Visual Studio
5 11 (0.45%) Oracle Forms
6 9 (0.37%) GitLab
7 7 (0.29%) Toad
8 6 (0.25%) AdminStudio
8 6 (0.25%) InstallShield
8 6 (0.25%) MSI
9 5 (0.20%) LabVIEW
9 5 (0.20%) Postman
9 5 (0.20%) SoapUI
10 4 (0.16%) Charles Proxy
11 3 (0.12%) Octopus Deploy
12 2 (0.082%) CANoe
12 2 (0.082%) ERwin
12 2 (0.082%) Jenkins
12 2 (0.082%) MLflow
12 2 (0.082%) Selenium
General
1 969 (39.62%) Social Skills
2 767 (31.36%) Analytical Skills
3 659 (26.94%) Finance
4 275 (11.24%) Presentation Skills
5 273 (11.16%) Retail
6 262 (10.71%) Inclusion and Diversity
7 199 (8.14%) Legal
8 198 (8.09%) Military
9 129 (5.27%) Marketing
10 107 (4.37%) Law
11 96 (3.92%) Manufacturing
12 94 (3.84%) Public Sector
13 91 (3.72%) Banking
14 75 (3.07%) Organisational Skills
15 55 (2.25%) Back Office
15 55 (2.25%) Influencing Skills
16 51 (2.09%) Publishing
17 42 (1.72%) Local Government
17 42 (1.72%) Pharmaceutical
18 26 (1.06%) Investment Banking
Job Titles
1 787 (32.17%) Analyst
2 420 (17.17%) Data Analyst
3 410 (16.76%) Senior
4 218 (8.91%) Graduate
5 215 (8.79%) Senior Analyst
6 202 (8.26%) Lead
7 188 (7.69%) Data Scientist
8 139 (5.68%) Senior Data Analyst
9 117 (4.78%) Data Engineer
10 110 (4.50%) Developer
11 88 (3.60%) Data Manager
12 80 (3.27%) Business Analyst
13 68 (2.78%) Architect
14 62 (2.53%) Business Intelligence Analyst
15 51 (2.09%) Consultant
16 49 (2.00%) Data Architect
17 46 (1.88%) Administrator
18 43 (1.76%) Business Intelligence Manager
18 43 (1.76%) Business Manager
18 43 (1.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 39 (1.59%) Pandas
2 35 (1.43%) .NET
3 33 (1.35%) CSS
3 33 (1.35%) HTML
3 33 (1.35%) React
4 30 (1.23%) PySpark
5 28 (1.14%) JSON
6 27 (1.10%) Web Services
7 22 (0.90%) XML
8 19 (0.78%) NumPy
9 18 (0.74%) AngularJS
10 16 (0.65%) .NET Core
11 15 (0.61%) ASP.NET
11 15 (0.61%) Kafka
11 15 (0.61%) Lambda Expressions
11 15 (0.61%) PyTorch
11 15 (0.61%) REST
11 15 (0.61%) scikit-learn
12 14 (0.57%) EDI
12 14 (0.57%) Node.js
Miscellaneous
1 284 (11.61%) Onboarding
2 260 (10.63%) Algorithms
3 200 (8.18%) Management Information System
4 120 (4.91%) Data Structures
5 73 (2.98%) Self-Motivation
6 66 (2.70%) Product Ownership
7 51 (2.09%) Reinsurance
8 48 (1.96%) Credit Risk
9 39 (1.59%) Public Cloud
10 32 (1.31%) Life Science
11 31 (1.27%) Analytical Mindset
12 26 (1.06%) Data Centre
13 23 (0.94%) Driving Licence
14 22 (0.90%) IoT
15 21 (0.86%) Cloud Native
15 21 (0.86%) Mobile App
16 20 (0.82%) Social Media
17 19 (0.78%) Reference Data
18 16 (0.65%) Housing Association
19 14 (0.57%) Virtual Team
Operating Systems
1 45 (1.84%) Windows
2 33 (1.35%) Linux
3 9 (0.37%) Windows Server
4 8 (0.33%) Windows 10
5 7 (0.29%) Android
5 7 (0.29%) Apple iOS
6 6 (0.25%) Mac OS
6 6 (0.25%) Windows 7
7 5 (0.20%) Windows Vista
8 4 (0.16%) Unix
9 1 (0.041%) Embedded Linux
9 1 (0.041%) Robot Operating System
9 1 (0.041%) Windows Server 2019
Processes & Methodologies
1 860 (35.16%) Problem-Solving
2 734 (30.01%) Analytics
3 606 (24.78%) Business Intelligence
4 573 (23.43%) Visualisation
5 500 (20.44%) Decision-Making
6 442 (18.07%) Mathematics
7 407 (16.64%) Continuous Improvement
8 374 (15.29%) Computer Science
9 371 (15.17%) Agile
10 363 (14.84%) Data Science
11 315 (12.88%) Customer Service
12 310 (12.67%) Data Modelling
13 308 (12.59%) Actionable Insight
14 307 (12.55%) Process Improvement
15 302 (12.35%) Data Visualisation
16 301 (12.31%) Data Management
17 281 (11.49%) Statistics
18 279 (11.41%) Coaching
19 277 (11.32%) Mentoring
20 271 (11.08%) Customer Experience
Programming Languages
1 856 (35.00%) SQL
2 618 (25.27%) Python
3 126 (5.15%) R
4 84 (3.43%) Java
5 71 (2.90%) JavaScript
6 67 (2.74%) C#
7 53 (2.17%) T-SQL
8 41 (1.68%) VBA
9 39 (1.59%) Data Analysis Expressions
10 36 (1.47%) PowerShell
11 31 (1.27%) MATLAB
12 20 (0.82%) C
12 20 (0.82%) Scala
13 19 (0.78%) VB
14 17 (0.70%) C++
15 16 (0.65%) Go
16 14 (0.57%) Bash
16 14 (0.57%) TypeScript
17 9 (0.37%) Apex Code
18 8 (0.33%) PL/SQL
Qualifications
1 1,110 (45.38%) Degree
2 175 (7.15%) DBS Check
3 137 (5.60%) Master's Degree
4 99 (4.05%) Security Cleared
5 92 (3.76%) Computer Science Degree
6 57 (2.33%) SC Cleared
7 48 (1.96%) DV Cleared
8 36 (1.47%) PhD
9 31 (1.27%) MBA
10 30 (1.23%) HNC
11 27 (1.10%) Numerate Degree
12 23 (0.94%) BPSS Clearance
13 19 (0.78%) CIMA
14 15 (0.61%) CFA
15 11 (0.45%) APMP
16 10 (0.41%) Microsoft Certification
16 10 (0.41%) PMI Certification
17 8 (0.33%) CISSP
18 7 (0.29%) TOGAF Certification
19 6 (0.25%) CISM
Quality Assurance & Compliance
1 249 (10.18%) Data Quality
2 96 (3.92%) QA
3 53 (2.17%) Accessibility
4 42 (1.72%) GDPR
4 42 (1.72%) IFRS
5 36 (1.47%) IFRS 9
6 29 (1.19%) Actionable Recommendations
7 19 (0.78%) Good Clinical Practice
8 10 (0.41%) PMO
9 9 (0.37%) ISO 9001
10 7 (0.29%) COBIT
11 5 (0.20%) SLA
12 4 (0.16%) CDISC
12 4 (0.16%) ISO/IEC 27001
12 4 (0.16%) NIST
13 3 (0.12%) MiFID
13 3 (0.12%) P3O
13 3 (0.12%) Sarbanes-Oxley
14 2 (0.082%) ISO 26262
14 2 (0.082%) WCAG
System Software
1 36 (1.47%) Active Directory
2 28 (1.14%) Docker
3 12 (0.49%) Firmware
4 11 (0.45%) VMware Infrastructure
5 6 (0.25%) Microsoft App-V
6 5 (0.20%) Hyper-V
7 4 (0.16%) Virtual Desktop
8 2 (0.082%) HDFS
9 1 (0.041%) Microsoft Virtual Server
9 1 (0.041%) Virtual Servers
9 1 (0.041%) VMware ESXi
Systems Management
1 32 (1.31%) Kubernetes
2 14 (0.57%) SCCM
3 13 (0.53%) SCOM
4 9 (0.37%) Terraform
5 8 (0.33%) WSUS
6 7 (0.29%) SysTrack
7 4 (0.16%) Ansible
7 4 (0.16%) Failover Clustering
8 3 (0.12%) Puppet
9 2 (0.082%) Functional Safety
9 2 (0.082%) Microsoft Intune
9 2 (0.082%) Progress Chef
10 1 (0.041%) FTK
10 1 (0.041%) Grafana
10 1 (0.041%) Iperf
10 1 (0.041%) Nmap
10 1 (0.041%) Prometheus
Vendors
1 425 (17.38%) Microsoft
2 227 (9.28%) Databricks
3 87 (3.56%) Oracle
4 76 (3.11%) Google
5 63 (2.58%) Informatica
6 47 (1.92%) SAP
7 42 (1.72%) Salesforce
7 42 (1.72%) ServiceNow
8 36 (1.47%) Alteryx
9 22 (0.90%) Adobe
10 16 (0.65%) VMware
11 14 (0.57%) HP
12 13 (0.53%) Dynatrace
12 13 (0.53%) Riverbed
13 11 (0.45%) Sage
14 10 (0.41%) ESRI
14 10 (0.41%) NEC
15 7 (0.29%) Minitab
15 7 (0.29%) Snow
15 7 (0.29%) Zoho