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

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 95 118 121
Rank change year-on-year +23 +3 +57
Permanent jobs citing Data Analysis 2,363 2,590 4,247
As % of all permanent jobs advertised in England 2.73% 2.94% 3.14%
As % of the Processes & Methodologies category 3.21% 3.07% 3.28%
Number of salaries quoted 1,393 1,215 1,901
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 £87,400 £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 73,598 84,339 129,671
As % of all permanent jobs advertised in England 85.11% 95.60% 95.82%
Number of salaries quoted 53,968 50,108 73,057
10th Percentile £29,000 £34,324 £33,500
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 £73,250 £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 18 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 18 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 +37 770 £60,000 -7.69% 449
South East +55 439 £50,000 +11.11% 158
Midlands -6 430 £50,000 +17.65% 125
North of England -11 363 £55,000 +46.67% 156
West Midlands +1 320 £50,000 +25.00% 75
North West -18 217 £59,556 +70.16% 83
South West +9 185 £54,500 +48.91% 54
East of England +23 165 £50,000 -2.44% 55
East Midlands +2 110 £45,000 +0.00% 50
Yorkshire +24 101 £50,000 +17.65% 56
North East -4 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 (3.51%) SAS
2 58 (2.45%) SharePoint
3 30 (1.27%) Apache Spark
4 24 (1.02%) CMS
5 22 (0.93%) Confluence
6 18 (0.76%) Apache
7 14 (0.59%) Apache Airflow
8 12 (0.51%) 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 (0.085%) MTS
13 2 (0.085%) Tomcat
14 1 (0.042%) Luigi
Applications
1 554 (23.44%) Microsoft Excel
2 284 (12.02%) Microsoft Office
3 72 (3.05%) Microsoft PowerPoint
4 40 (1.69%) Spreadsheet
5 24 (1.02%) MS Visio
5 24 (1.02%) SPSS
6 13 (0.55%) Trello
7 8 (0.34%) Simulink
8 6 (0.25%) SOLIDWORKS
9 4 (0.17%) Stata
10 3 (0.13%) Adobe Creative Suite
11 2 (0.085%) InDesign
11 2 (0.085%) InVision
11 2 (0.085%) LaTeX
11 2 (0.085%) Microsoft Project
11 2 (0.085%) Photoshop
11 2 (0.085%) Sketch
11 2 (0.085%) Zeplin
12 1 (0.042%) Adobe Illustrator
12 1 (0.042%) Adobe XD
Business Applications
1 30 (1.27%) Dynamics CRM
2 9 (0.38%) NEC Housing
3 8 (0.34%) 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 (0.085%) Remedy ITSM
8 2 (0.085%) SAP Oil and Gas
8 2 (0.085%) SAP SD
Cloud Services
1 512 (21.67%) Power Platform
2 346 (14.64%) Azure
3 326 (13.80%) AWS
4 83 (3.51%) Azure DevOps
5 70 (2.96%) Microsoft 365
6 56 (2.37%) GCP
7 47 (1.99%) SaaS
8 45 (1.90%) Serverless
9 40 (1.69%) Azure Data Factory
9 40 (1.69%) PowerApps
9 40 (1.69%) Snowflake
10 35 (1.48%) Power Automate
11 30 (1.27%) Azure Synapse Analytics
12 24 (1.02%) Amazon S3
13 23 (0.97%) Dynamics 365
14 21 (0.89%) AWS Lambda
14 21 (0.89%) Google Sheets
15 18 (0.76%) WhatsApp
16 17 (0.72%) GitHub
16 17 (0.72%) Matillion
Communications & Networking
1 14 (0.59%) HTTP
1 14 (0.59%) Intranet
2 9 (0.38%) Ethernet
3 8 (0.34%) Firewall
4 7 (0.30%) 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
1 490 (20.74%) Power BI
2 356 (15.07%) Tableau
3 193 (8.17%) Data Warehouse
4 145 (6.14%) SQL Server
5 65 (2.75%) Big Data
6 60 (2.54%) Metadata
7 58 (2.45%) Data Lake
8 56 (2.37%) Data Vault
9 50 (2.12%) GIS
9 50 (2.12%) Relational Database
10 45 (1.90%) Data Mining
10 45 (1.90%) SQL Server Reporting Services
11 39 (1.65%) SQL Server Integration Services
12 37 (1.57%) Delta Lake
13 26 (1.10%) Geospatial Data
14 25 (1.06%) PostgreSQL
15 24 (1.02%) QlikView
16 22 (0.93%) Looker
17 21 (0.89%) Azure SQL Data Warehouse
17 21 (0.89%) Enterprise Data Warehouse
Development Applications
1 175 (7.41%) Git
2 103 (4.36%) JIRA
3 19 (0.80%) SQL Server Management Studio (SSMS)
4 13 (0.55%) Visual Studio
5 11 (0.47%) Oracle Forms
6 9 (0.38%) 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 (0.085%) CANoe
11 2 (0.085%) ERwin
11 2 (0.085%) Visual Studio Team System
12 1 (0.042%) CircleCI
12 1 (0.042%) git-flow
General
1 947 (40.08%) Social Skills
2 786 (33.26%) Analytical Skills
3 660 (27.93%) Finance
4 289 (12.23%) Retail
5 265 (11.21%) Presentation Skills
6 249 (10.54%) Inclusion and Diversity
7 194 (8.21%) Legal
8 156 (6.60%) Military
9 124 (5.25%) Marketing
10 106 (4.49%) Law
11 98 (4.15%) Manufacturing
12 97 (4.10%) Banking
13 92 (3.89%) Public Sector
14 73 (3.09%) Organisational Skills
15 55 (2.33%) Influencing Skills
16 53 (2.24%) Back Office
17 51 (2.16%) Publishing
18 42 (1.78%) Local Government
18 42 (1.78%) Pharmaceutical
19 26 (1.10%) Investment Banking
Job Titles
1 766 (32.42%) Analyst
2 398 (16.84%) Data Analyst
3 393 (16.63%) Senior
4 211 (8.93%) Senior Analyst
5 193 (8.17%) Lead
6 187 (7.91%) Data Scientist
7 176 (7.45%) Graduate
8 136 (5.76%) Senior Data Analyst
9 120 (5.08%) Data Engineer
10 112 (4.74%) Developer
11 87 (3.68%) Data Manager
12 79 (3.34%) Business Analyst
13 59 (2.50%) Business Intelligence Analyst
14 58 (2.45%) Architect
15 48 (2.03%) Consultant
16 47 (1.99%) Administrator
17 42 (1.78%) Business Intelligence Manager
18 41 (1.74%) Business Manager
18 41 (1.74%) Software Engineer
19 36 (1.52%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 37 (1.57%) .NET
2 35 (1.48%) Pandas
3 32 (1.35%) React
4 31 (1.31%) CSS
4 31 (1.31%) HTML
5 30 (1.27%) Web Services
6 29 (1.23%) PySpark
7 27 (1.14%) JSON
8 21 (0.89%) XML
9 19 (0.80%) NumPy
10 18 (0.76%) AngularJS
10 18 (0.76%) REST
11 16 (0.68%) .NET Core
11 16 (0.68%) 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 (0.55%) Node.js
14 13 (0.55%) PyTorch
Miscellaneous
1 259 (10.96%) Algorithms
2 243 (10.28%) Onboarding
3 198 (8.38%) Management Information System
4 121 (5.12%) Data Structures
5 74 (3.13%) Self-Motivation
6 65 (2.75%) Product Ownership
7 51 (2.16%) Reinsurance
8 48 (2.03%) Credit Risk
9 42 (1.78%) Public Cloud
10 32 (1.35%) Analytical Mindset
11 24 (1.02%) Data Centre
11 24 (1.02%) Life Science
12 23 (0.97%) Driving Licence
13 22 (0.93%) IoT
14 20 (0.85%) Cloud Native
14 20 (0.85%) PMI
15 19 (0.80%) Mobile App
15 19 (0.80%) Social Media
16 17 (0.72%) Reference Data
17 16 (0.68%) Housing Association
Operating Systems
1 41 (1.74%) Windows
2 31 (1.31%) Linux
3 8 (0.34%) Windows Server
4 7 (0.30%) Android
4 7 (0.30%) Apple iOS
5 6 (0.25%) 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 (0.042%) Embedded Linux
9 1 (0.042%) Robot Operating System
9 1 (0.042%) Windows Server 2019
Processes & Methodologies
1 835 (35.34%) Problem-Solving
2 711 (30.09%) Analytics
3 584 (24.71%) Business Intelligence
4 564 (23.87%) Visualisation
5 491 (20.78%) Decision-Making
6 445 (18.83%) Mathematics
7 374 (15.83%) Agile
8 363 (15.36%) Computer Science
9 362 (15.32%) Continuous Improvement
10 340 (14.39%) Data Science
11 305 (12.91%) Actionable Insight
12 293 (12.40%) Data Modelling
12 293 (12.40%) Data Visualisation
13 289 (12.23%) Data Management
14 286 (12.10%) Statistics
15 282 (11.93%) Coaching
16 274 (11.60%) Mentoring
17 273 (11.55%) Process Improvement
18 272 (11.51%) Customer Service
19 270 (11.43%) ETL
Programming Languages
1 833 (35.25%) SQL
2 598 (25.31%) Python
3 130 (5.50%) R
4 83 (3.51%) Java
5 72 (3.05%) JavaScript
6 68 (2.88%) C#
7 56 (2.37%) T-SQL
8 42 (1.78%) Data Analysis Expressions
9 40 (1.69%) VBA
10 31 (1.31%) PowerShell
11 29 (1.23%) MATLAB
12 20 (0.85%) C
13 18 (0.76%) Scala
14 17 (0.72%) C++
14 17 (0.72%) VB
15 16 (0.68%) 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 1,055 (44.65%) Degree
2 175 (7.41%) DBS Check
3 135 (5.71%) Master's Degree
4 94 (3.98%) Security Cleared
5 83 (3.51%) Computer Science Degree
6 53 (2.24%) SC Cleared
7 45 (1.90%) DV Cleared
8 35 (1.48%) PhD
9 31 (1.31%) MBA
10 30 (1.27%) HNC
11 26 (1.10%) Numerate Degree
12 23 (0.97%) BPSS Clearance
13 22 (0.93%) PMI Certification
14 19 (0.80%) CIMA
15 15 (0.63%) CFA
16 12 (0.51%) APMP
17 10 (0.42%) Microsoft Certification
18 7 (0.30%) ITIL Foundation Certificate
18 7 (0.30%) TOGAF Certification
19 4 (0.17%) Six Sigma Green Belt
Quality Assurance & Compliance
1 237 (10.03%) Data Quality
2 97 (4.10%) QA
3 52 (2.20%) Accessibility
4 44 (1.86%) GDPR
5 42 (1.78%) IFRS
6 36 (1.52%) IFRS 9
7 29 (1.23%) Actionable Recommendations
8 12 (0.51%) Good Clinical Practice
9 11 (0.47%) PMO
10 9 (0.38%) ISO 9001
11 7 (0.30%) 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 (0.085%) Disclosure Scotland
16 2 (0.085%) ISO 26262
System Software
1 34 (1.44%) Active Directory
2 26 (1.10%) Docker
3 12 (0.51%) Firmware
4 9 (0.38%) VMware Infrastructure
5 5 (0.21%) Hyper-V
6 4 (0.17%) Microsoft App-V
6 4 (0.17%) Virtual Desktop
7 2 (0.085%) HDFS
8 1 (0.042%) Microsoft Virtual Server
8 1 (0.042%) Virtual Servers
8 1 (0.042%) VMware ESXi
Systems Management
1 29 (1.23%) Kubernetes
2 13 (0.55%) SCOM
3 12 (0.51%) SCCM
4 8 (0.34%) Terraform
5 7 (0.30%) SysTrack
6 6 (0.25%) WSUS
7 4 (0.17%) Failover Clustering
7 4 (0.17%) Progress Chef
8 3 (0.13%) Ansible
8 3 (0.13%) Puppet
9 2 (0.085%) Functional Safety
9 2 (0.085%) Microsoft Intune
10 1 (0.042%) FTK
10 1 (0.042%) Grafana
10 1 (0.042%) Iperf
10 1 (0.042%) Nmap
10 1 (0.042%) Prometheus
Vendors
1 413 (17.48%) Microsoft
2 228 (9.65%) Databricks
3 92 (3.89%) Oracle
4 74 (3.13%) Google
5 64 (2.71%) Informatica
6 47 (1.99%) SAP
7 46 (1.95%) Salesforce
8 38 (1.61%) Alteryx
8 38 (1.61%) ServiceNow
9 21 (0.89%) Adobe
10 14 (0.59%) HP
10 14 (0.59%) VMware
11 13 (0.55%) Dynatrace
11 13 (0.55%) Riverbed
12 11 (0.47%) Sage
13 10 (0.42%) ESRI
14 9 (0.38%) NEC
15 8 (0.34%) Sparx
16 7 (0.30%) Dataiku
16 7 (0.30%) Snow