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

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 95 117 125
Rank change year-on-year +22 +8 +58
Permanent jobs citing Data Analysis 2,335 2,623 4,118
As % of all permanent jobs advertised in England 2.72% 2.92% 3.09%
As % of the Processes & Methodologies category 3.18% 3.05% 3.23%
Number of salaries quoted 1,403 1,222 1,870
10th Percentile £30,556 £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 £88,625 £88,750
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 73,416 85,899 127,462
As % of all permanent jobs advertised in England 85.47% 95.61% 95.75%
Number of salaries quoted 53,988 50,919 73,096
10th Percentile £29,000 £34,308 £33,500
25th Percentile £40,000 £46,000 £44,186
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,500 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +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 11 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 11 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 +40 769 £60,000 -7.69% 341
South East +46 435 £50,000 +11.11% 100
Midlands -10 403 £50,000 +17.65% 118
North of England -13 367 £55,000 +46.67% 143
West Midlands -3 301 £50,000 +25.00% 74
North West -21 218 £59,556 +60.32% 80
South West +8 183 £54,500 +49.32% 66
East of England +30 167 £50,000 -2.44% 56
Yorkshire +24 103 £52,500 +23.53% 49
East Midlands -10 102 £45,001 +0.00% 44
North East +1 46 £40,000 +6.80% 15
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 (3.55%) SAS
2 58 (2.48%) SharePoint
3 31 (1.33%) Apache Spark
4 24 (1.03%) CMS
5 22 (0.94%) Confluence
6 18 (0.77%) Apache
7 15 (0.64%) Apache Airflow
8 12 (0.51%) Oracle Workflow
9 10 (0.43%) 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 (0.086%) MTS
13 2 (0.086%) Tomcat
14 1 (0.043%) Luigi
Applications
1 527 (22.57%) Microsoft Excel
2 265 (11.35%) Microsoft Office
3 73 (3.13%) Microsoft PowerPoint
4 40 (1.71%) Spreadsheet
5 25 (1.07%) MS Visio
6 24 (1.03%) SPSS
7 13 (0.56%) Trello
8 8 (0.34%) Simulink
9 6 (0.26%) SOLIDWORKS
10 4 (0.17%) Stata
11 3 (0.13%) Adobe Creative Suite
12 2 (0.086%) InDesign
12 2 (0.086%) InVision
12 2 (0.086%) LaTeX
12 2 (0.086%) Microsoft Project
12 2 (0.086%) Photoshop
12 2 (0.086%) Sketch
12 2 (0.086%) Zeplin
13 1 (0.043%) Adobe Illustrator
13 1 (0.043%) Adobe XD
Business Applications
1 30 (1.28%) Dynamics CRM
2 9 (0.39%) NEC Housing
3 8 (0.34%) Sparx Enterprise Architect
4 6 (0.26%) Oracle Applications
4 6 (0.26%) Raiser’s Edge
4 6 (0.26%) 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 (0.086%) Remedy ITSM
8 2 (0.086%) SAP Oil and Gas
8 2 (0.086%) SAP SD
Cloud Services
1 511 (21.88%) Power Platform
2 353 (15.12%) Azure
3 318 (13.62%) AWS
4 84 (3.60%) Azure DevOps
5 70 (3.00%) Microsoft 365
6 58 (2.48%) GCP
7 47 (2.01%) SaaS
8 46 (1.97%) Serverless
9 45 (1.93%) Azure Data Factory
10 43 (1.84%) Snowflake
11 40 (1.71%) PowerApps
12 35 (1.50%) Power Automate
13 33 (1.41%) Azure Synapse Analytics
14 26 (1.11%) Amazon S3
15 23 (0.99%) Dynamics 365
16 21 (0.90%) AWS Lambda
17 20 (0.86%) Google Sheets
18 18 (0.77%) Matillion
18 18 (0.77%) WhatsApp
19 17 (0.73%) GitHub
Communications & Networking
1 14 (0.60%) HTTP
1 14 (0.60%) Intranet
2 9 (0.39%) Ethernet
3 7 (0.30%) Firewall
3 7 (0.30%) Internet
4 6 (0.26%) DNS
4 6 (0.26%) TCP/IP
4 6 (0.26%) WPA
5 5 (0.21%) NAS
5 5 (0.21%) SAN
5 5 (0.21%) Unified Communications
5 5 (0.21%) WAN
5 5 (0.21%) Wireshark
6 4 (0.17%) BGP
6 4 (0.17%) Broadband
6 4 (0.17%) MPLS
6 4 (0.17%) MQTT
6 4 (0.17%) OSPF
6 4 (0.17%) SD-WAN
7 3 (0.13%) GPRS
Database & Business Intelligence
1 488 (20.90%) Power BI
2 341 (14.60%) Tableau
3 196 (8.39%) Data Warehouse
4 150 (6.42%) SQL Server
5 66 (2.83%) Big Data
6 62 (2.66%) Metadata
7 58 (2.48%) Data Lake
8 57 (2.44%) Data Vault
9 51 (2.18%) Relational Database
10 49 (2.10%) GIS
11 47 (2.01%) Data Mining
12 43 (1.84%) SQL Server Reporting Services
13 41 (1.76%) SQL Server Integration Services
14 39 (1.67%) Delta Lake
15 25 (1.07%) Geospatial Data
15 25 (1.07%) PostgreSQL
16 24 (1.03%) QlikView
17 23 (0.99%) Looker
18 22 (0.94%) Azure SQL Database
19 21 (0.90%) Enterprise Data Warehouse
Development Applications
1 161 (6.90%) Git
2 105 (4.50%) JIRA
3 19 (0.81%) SQL Server Management Studio (SSMS)
4 13 (0.56%) Visual Studio
5 11 (0.47%) Oracle Forms
6 9 (0.39%) GitLab
7 7 (0.30%) Toad
8 5 (0.21%) LabVIEW
8 5 (0.21%) Postman
8 5 (0.21%) SoapUI
9 4 (0.17%) AdminStudio
9 4 (0.17%) Charles Proxy
9 4 (0.17%) InstallShield
9 4 (0.17%) MSI
10 3 (0.13%) Octopus Deploy
11 2 (0.086%) CANoe
11 2 (0.086%) ERwin
11 2 (0.086%) Visual Studio Team System
12 1 (0.043%) CircleCI
12 1 (0.043%) git-flow
General
1 928 (39.74%) Social Skills
2 773 (33.10%) Analytical Skills
3 658 (28.18%) Finance
4 275 (11.78%) Retail
5 247 (10.58%) Presentation Skills
6 246 (10.54%) Inclusion and Diversity
7 192 (8.22%) Legal
8 135 (5.78%) Military
9 123 (5.27%) Marketing
10 108 (4.63%) Law
11 98 (4.20%) Banking
11 98 (4.20%) Manufacturing
12 92 (3.94%) Public Sector
13 73 (3.13%) Organisational Skills
14 55 (2.36%) Influencing Skills
15 52 (2.23%) Back Office
16 51 (2.18%) Publishing
17 42 (1.80%) Local Government
17 42 (1.80%) Pharmaceutical
18 26 (1.11%) Investment Banking
Job Titles
1 757 (32.42%) Analyst
2 386 (16.53%) Data Analyst
3 375 (16.06%) Senior
4 196 (8.39%) Senior Analyst
5 190 (8.14%) Data Scientist
6 188 (8.05%) Lead
7 155 (6.64%) Graduate
8 125 (5.35%) Data Engineer
9 123 (5.27%) Senior Data Analyst
10 112 (4.80%) Developer
11 88 (3.77%) Data Manager
12 82 (3.51%) Business Analyst
13 59 (2.53%) Architect
14 57 (2.44%) Business Intelligence Analyst
15 47 (2.01%) Administrator
15 47 (2.01%) Consultant
16 42 (1.80%) Business Intelligence Manager
17 41 (1.76%) Business Manager
17 41 (1.76%) Software Engineer
18 37 (1.58%) Data Architect
Libraries, Frameworks & Software Standards
1 37 (1.58%) .NET
2 35 (1.50%) Pandas
3 33 (1.41%) React
4 32 (1.37%) CSS
4 32 (1.37%) HTML
5 30 (1.28%) Web Services
6 29 (1.24%) PySpark
7 27 (1.16%) JSON
8 22 (0.94%) XML
9 19 (0.81%) AngularJS
9 19 (0.81%) NumPy
10 18 (0.77%) REST
11 16 (0.69%) .NET Core
11 16 (0.69%) ASP.NET
12 15 (0.64%) Kafka
12 15 (0.64%) Lambda Expressions
13 14 (0.60%) .NET Framework
14 13 (0.56%) EDI
14 13 (0.56%) Node.js
14 13 (0.56%) PyTorch
Miscellaneous
1 258 (11.05%) Algorithms
2 221 (9.46%) Onboarding
3 196 (8.39%) Management Information System
4 123 (5.27%) Data Structures
5 74 (3.17%) Self-Motivation
6 64 (2.74%) Product Ownership
7 52 (2.23%) Reinsurance
8 48 (2.06%) Credit Risk
9 44 (1.88%) Public Cloud
10 31 (1.33%) Analytical Mindset
11 24 (1.03%) Data Centre
12 23 (0.99%) Driving Licence
13 21 (0.90%) IoT
14 20 (0.86%) Cloud Native
14 20 (0.86%) PMI
15 19 (0.81%) Life Science
15 19 (0.81%) Mobile App
15 19 (0.81%) Social Media
16 17 (0.73%) Reference Data
17 16 (0.69%) Housing Association
Operating Systems
1 41 (1.76%) Windows
2 30 (1.28%) Linux
3 8 (0.34%) Windows Server
4 7 (0.30%) Android
4 7 (0.30%) Apple iOS
5 6 (0.26%) Mac OS
6 5 (0.21%) Windows 10
6 5 (0.21%) Windows Vista
7 4 (0.17%) Windows 7
8 3 (0.13%) Unix
9 1 (0.043%) Embedded Linux
9 1 (0.043%) Robot Operating System
9 1 (0.043%) Windows Server 2019
Processes & Methodologies
1 813 (34.82%) Problem-Solving
2 700 (29.98%) Analytics
3 583 (24.97%) Business Intelligence
4 554 (23.73%) Visualisation
5 485 (20.77%) Decision-Making
6 433 (18.54%) Mathematics
7 375 (16.06%) Agile
8 360 (15.42%) Computer Science
9 340 (14.56%) Data Science
10 339 (14.52%) Continuous Improvement
11 300 (12.85%) Data Modelling
12 294 (12.59%) Data Visualisation
13 290 (12.42%) Data Management
14 287 (12.29%) Actionable Insight
15 283 (12.12%) Coaching
16 277 (11.86%) ETL
17 273 (11.69%) Mentoring
18 271 (11.61%) Statistics
19 252 (10.79%) Process Improvement
20 251 (10.75%) Customer Service
Programming Languages
1 826 (35.37%) SQL
2 592 (25.35%) Python
3 131 (5.61%) R
4 83 (3.55%) Java
5 73 (3.13%) JavaScript
6 69 (2.96%) C#
7 59 (2.53%) T-SQL
8 41 (1.76%) Data Analysis Expressions
9 39 (1.67%) VBA
10 31 (1.33%) PowerShell
11 29 (1.24%) MATLAB
12 20 (0.86%) C
13 19 (0.81%) Scala
14 17 (0.73%) VB
15 16 (0.69%) C++
15 16 (0.69%) Go
16 14 (0.60%) Bash
16 14 (0.60%) TypeScript
17 9 (0.39%) Apex Code
18 8 (0.34%) PL/SQL
Qualifications
1 1,010 (43.25%) Degree
2 161 (6.90%) DBS Check
3 136 (5.82%) Master's Degree
4 95 (4.07%) Security Cleared
5 84 (3.60%) Computer Science Degree
6 54 (2.31%) SC Cleared
7 45 (1.93%) DV Cleared
8 35 (1.50%) PhD
9 31 (1.33%) MBA
10 30 (1.28%) HNC
11 26 (1.11%) Numerate Degree
12 23 (0.99%) BPSS Clearance
13 21 (0.90%) PMI Certification
14 19 (0.81%) CIMA
15 15 (0.64%) CFA
16 12 (0.51%) APMP
17 11 (0.47%) Microsoft Certification
18 7 (0.30%) TOGAF Certification
19 6 (0.26%) ITIL Foundation Certificate
20 5 (0.21%) ISEB
Quality Assurance & Compliance
1 243 (10.41%) Data Quality
2 98 (4.20%) QA
3 51 (2.18%) Accessibility
4 46 (1.97%) GDPR
5 42 (1.80%) IFRS
6 36 (1.54%) IFRS 9
7 28 (1.20%) Actionable Recommendations
8 11 (0.47%) PMO
9 9 (0.39%) ISO 9001
10 7 (0.30%) COBIT
10 7 (0.30%) Good Clinical Practice
11 6 (0.26%) ISO/IEC 27001
11 6 (0.26%) Sarbanes-Oxley
12 4 (0.17%) CDISC
12 4 (0.17%) SLA
13 3 (0.13%) MiFID
13 3 (0.13%) NIST
13 3 (0.13%) P3O
14 2 (0.086%) GRC
14 2 (0.086%) ISO/IEC 17025
System Software
1 34 (1.46%) Active Directory
2 28 (1.20%) Docker
3 12 (0.51%) Firmware
4 9 (0.39%) VMware Infrastructure
5 5 (0.21%) Hyper-V
6 4 (0.17%) Microsoft App-V
6 4 (0.17%) Virtual Desktop
7 2 (0.086%) HDFS
8 1 (0.043%) Microsoft Virtual Server
8 1 (0.043%) Virtual Servers
8 1 (0.043%) VMware ESXi
Systems Management
1 31 (1.33%) Kubernetes
2 13 (0.56%) SCOM
3 12 (0.51%) SCCM
4 8 (0.34%) Terraform
5 7 (0.30%) SysTrack
6 6 (0.26%) WSUS
7 5 (0.21%) Progress Chef
8 4 (0.17%) Failover Clustering
9 3 (0.13%) Ansible
9 3 (0.13%) Puppet
10 2 (0.086%) Functional Safety
10 2 (0.086%) Microsoft Intune
11 1 (0.043%) Grafana
11 1 (0.043%) Iperf
11 1 (0.043%) Nmap
11 1 (0.043%) Prometheus
Vendors
1 410 (17.56%) Microsoft
2 214 (9.16%) Databricks
3 93 (3.98%) Oracle
4 75 (3.21%) Google
5 66 (2.83%) Informatica
6 47 (2.01%) SAP
7 46 (1.97%) Salesforce
8 39 (1.67%) Alteryx
9 38 (1.63%) ServiceNow
10 21 (0.90%) Adobe
11 14 (0.60%) HP
11 14 (0.60%) VMware
12 13 (0.56%) Dynatrace
12 13 (0.56%) Riverbed
13 11 (0.47%) Sage
14 10 (0.43%) ESRI
15 9 (0.39%) NEC
16 8 (0.34%) Sparx
17 7 (0.30%) Dataiku
17 7 (0.30%) Snow