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

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 97 117 127
Rank change year-on-year +20 +10 +49
Permanent jobs citing Data Analysis 2,277 2,727 4,064
As % of all permanent jobs advertised in England 2.66% 2.96% 3.05%
As % of the Processes & Methodologies category 3.11% 3.10% 3.19%
Number of salaries quoted 1,406 1,252 1,873
10th Percentile £30,781 £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 £74,063 £71,250
90th Percentile £87,500 £90,000 £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 73,311 88,080 127,396
As % of all permanent jobs advertised in England 85.77% 95.63% 95.69%
Number of salaries quoted 54,025 52,110 73,883
10th Percentile £29,000 £34,322 £33,500
25th Percentile £40,000 £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 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 6 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 6 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 +31 751 £60,000 -7.69% 372
South East +29 435 £50,000 +13.64% 100
Midlands -17 367 £48,750 +14.71% 111
North of England -6 364 £55,000 +46.67% 139
West Midlands -11 272 £50,000 +21.95% 74
North West -15 216 £59,778 +60.92% 77
South West +11 182 £54,500 +49.32% 70
East of England +30 167 £50,000 -2.44% 65
Yorkshire +30 102 £55,000 +29.41% 46
East Midlands -19 95 £45,001 +0.00% 36
North East -3 46 £40,000 +6.73% 17
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 (3.65%) SAS
2 59 (2.59%) SharePoint
3 30 (1.32%) Apache Spark
4 24 (1.05%) CMS
5 22 (0.97%) Confluence
6 13 (0.57%) Apache
7 12 (0.53%) Oracle Workflow
8 11 (0.48%) Apache Airflow
9 10 (0.44%) ArcGIS
10 6 (0.26%) Jupyter
11 5 (0.22%) IIS
11 5 (0.22%) Microsoft Exchange
12 4 (0.18%) WordPress
13 3 (0.13%) Moodle
13 3 (0.13%) Tomcat
14 2 (0.088%) MTS
Applications
1 482 (21.17%) Microsoft Excel
2 227 (9.97%) Microsoft Office
3 75 (3.29%) Microsoft PowerPoint
4 40 (1.76%) Spreadsheet
5 25 (1.10%) MS Visio
6 24 (1.05%) SPSS
7 13 (0.57%) Trello
8 8 (0.35%) Simulink
9 6 (0.26%) SOLIDWORKS
10 4 (0.18%) Stata
11 3 (0.13%) Adobe Creative Suite
12 2 (0.088%) InDesign
12 2 (0.088%) InVision
12 2 (0.088%) LaTeX
12 2 (0.088%) Microsoft Project
12 2 (0.088%) Photoshop
12 2 (0.088%) Sketch
12 2 (0.088%) Zeplin
13 1 (0.044%) Adobe Illustrator
13 1 (0.044%) Adobe XD
Business Applications
1 31 (1.36%) Dynamics CRM
2 9 (0.40%) NEC Housing
3 8 (0.35%) 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 (0.22%) BusinessWorks
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 (0.088%) Remedy ITSM
8 2 (0.088%) SAP Oil and Gas
8 2 (0.088%) SAP SD
Cloud Services
1 506 (22.22%) Power Platform
2 363 (15.94%) Azure
3 303 (13.31%) AWS
4 93 (4.08%) Azure DevOps
5 70 (3.07%) Microsoft 365
6 60 (2.64%) GCP
7 48 (2.11%) SaaS
8 47 (2.06%) Serverless
9 46 (2.02%) Azure Data Factory
10 44 (1.93%) Snowflake
11 41 (1.80%) PowerApps
12 35 (1.54%) Power Automate
13 32 (1.41%) Azure Synapse Analytics
14 27 (1.19%) Amazon S3
15 22 (0.97%) Dynamics 365
16 21 (0.92%) AWS Lambda
17 20 (0.88%) Google Sheets
17 20 (0.88%) Matillion
18 19 (0.83%) WhatsApp
19 18 (0.79%) PaaS
Communications & Networking
1 14 (0.61%) HTTP
1 14 (0.61%) Intranet
2 9 (0.40%) Ethernet
3 7 (0.31%) Firewall
3 7 (0.31%) Internet
4 6 (0.26%) DNS
4 6 (0.26%) TCP/IP
4 6 (0.26%) WPA
5 5 (0.22%) NAS
5 5 (0.22%) SAN
5 5 (0.22%) Unified Communications
5 5 (0.22%) WAN
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
7 3 (0.13%) GPRS
Database & Business Intelligence
1 483 (21.21%) Power BI
2 324 (14.23%) Tableau
3 195 (8.56%) Data Warehouse
4 147 (6.46%) SQL Server
5 64 (2.81%) Big Data
6 61 (2.68%) Metadata
7 58 (2.55%) Data Lake
8 57 (2.50%) Data Vault
9 49 (2.15%) GIS
9 49 (2.15%) Relational Database
10 46 (2.02%) Data Mining
11 41 (1.80%) SQL Server Integration Services
12 40 (1.76%) SQL Server Reporting Services
13 38 (1.67%) Delta Lake
14 25 (1.10%) Geospatial Data
15 24 (1.05%) QlikView
16 23 (1.01%) Looker
17 22 (0.97%) Amazon Redshift
17 22 (0.97%) Hadoop
18 21 (0.92%) Azure SQL Database
Development Applications
1 146 (6.41%) Git
2 105 (4.61%) JIRA
3 19 (0.83%) SQL Server Management Studio (SSMS)
4 17 (0.75%) GitLab
5 13 (0.57%) Visual Studio
6 11 (0.48%) Oracle Forms
7 9 (0.40%) Jenkins
8 7 (0.31%) SonarQube
8 7 (0.31%) Toad
9 6 (0.26%) Postman
9 6 (0.26%) SoapUI
10 5 (0.22%) LabVIEW
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
12 3 (0.13%) Visual Studio Team System
13 2 (0.088%) Bitbucket
13 2 (0.088%) ERwin
General
1 904 (39.70%) Social Skills
2 757 (33.25%) Analytical Skills
3 656 (28.81%) Finance
4 252 (11.07%) Retail
5 242 (10.63%) Inclusion and Diversity
6 226 (9.93%) Presentation Skills
7 194 (8.52%) Legal
8 125 (5.49%) Marketing
9 103 (4.52%) Law
10 101 (4.44%) Banking
11 100 (4.39%) Manufacturing
12 96 (4.22%) Military
13 91 (4.00%) Public Sector
14 73 (3.21%) Organisational Skills
15 55 (2.42%) Influencing Skills
16 52 (2.28%) Back Office
16 52 (2.28%) Publishing
17 44 (1.93%) Local Government
18 41 (1.80%) Pharmaceutical
19 27 (1.19%) Investment Banking
Job Titles
1 737 (32.37%) Analyst
2 366 (16.07%) Data Analyst
3 354 (15.55%) Senior
4 186 (8.17%) Data Scientist
5 185 (8.12%) Lead
6 178 (7.82%) Senior Analyst
7 125 (5.49%) Data Engineer
8 116 (5.09%) Graduate
9 115 (5.05%) Developer
10 105 (4.61%) Senior Data Analyst
11 88 (3.86%) Data Manager
12 81 (3.56%) Business Analyst
13 60 (2.64%) Architect
14 55 (2.42%) Business Intelligence Analyst
15 48 (2.11%) Consultant
16 47 (2.06%) Administrator
17 42 (1.84%) Business Intelligence Manager
18 41 (1.80%) Business Manager
19 40 (1.76%) Software Engineer
20 38 (1.67%) Data Architect
Libraries, Frameworks & Software Standards
1 38 (1.67%) .NET
2 33 (1.45%) React
3 32 (1.41%) HTML
3 32 (1.41%) Pandas
3 32 (1.41%) Web Services
4 31 (1.36%) CSS
5 28 (1.23%) JSON
6 27 (1.19%) PySpark
7 24 (1.05%) XML
8 19 (0.83%) AngularJS
9 18 (0.79%) ASP.NET
9 18 (0.79%) NumPy
10 17 (0.75%) .NET Core
10 17 (0.75%) REST
11 15 (0.66%) .NET Framework
11 15 (0.66%) EDI
12 13 (0.57%) Kafka
12 13 (0.57%) Node.js
12 13 (0.57%) PyTorch
13 11 (0.48%) scikit-learn
Miscellaneous
1 259 (11.37%) Algorithms
2 197 (8.65%) Management Information System
3 174 (7.64%) Onboarding
4 126 (5.53%) Data Structures
5 75 (3.29%) Self-Motivation
6 64 (2.81%) Product Ownership
7 51 (2.24%) Public Cloud
8 50 (2.20%) Reinsurance
9 48 (2.11%) Credit Risk
10 31 (1.36%) Analytical Mindset
11 23 (1.01%) Data Centre
11 23 (1.01%) Driving Licence
12 21 (0.92%) IoT
13 20 (0.88%) Cloud Native
13 20 (0.88%) PMI
14 19 (0.83%) Mobile App
14 19 (0.83%) Social Media
15 17 (0.75%) Distributed Systems
15 17 (0.75%) Life Science
15 17 (0.75%) Reference Data
Operating Systems
1 48 (2.11%) Windows
2 37 (1.62%) Linux
3 8 (0.35%) Windows Server
4 7 (0.31%) Android
4 7 (0.31%) Apple iOS
5 6 (0.26%) Mac OS
6 5 (0.22%) Windows 10
6 5 (0.22%) Windows Vista
7 4 (0.18%) Windows 7
8 3 (0.13%) Unix
9 1 (0.044%) Embedded Linux
9 1 (0.044%) Robot Operating System
9 1 (0.044%) Windows Server 2019
Processes & Methodologies
1 790 (34.69%) Problem-Solving
2 688 (30.22%) Analytics
3 579 (25.43%) Business Intelligence
4 534 (23.45%) Visualisation
5 485 (21.30%) Decision-Making
6 408 (17.92%) Mathematics
7 378 (16.60%) Agile
8 360 (15.81%) Computer Science
9 338 (14.84%) Data Science
10 306 (13.44%) Data Modelling
11 300 (13.18%) Continuous Improvement
12 293 (12.87%) Data Visualisation
13 288 (12.65%) Data Management
14 284 (12.47%) Coaching
15 280 (12.30%) Actionable Insight
16 278 (12.21%) ETL
17 266 (11.68%) Mentoring
18 251 (11.02%) Statistics
19 235 (10.32%) Data Analytics
20 214 (9.40%) Process Improvement
Programming Languages
1 805 (35.35%) SQL
2 567 (24.90%) Python
3 129 (5.67%) R
4 80 (3.51%) Java
5 75 (3.29%) JavaScript
6 71 (3.12%) C#
7 61 (2.68%) T-SQL
8 42 (1.84%) Data Analysis Expressions
9 39 (1.71%) PowerShell
9 39 (1.71%) VBA
10 27 (1.19%) MATLAB
11 22 (0.97%) Bash
12 20 (0.88%) C
13 17 (0.75%) C++
13 17 (0.75%) Scala
14 16 (0.70%) Go
14 16 (0.70%) VB
15 15 (0.66%) TypeScript
16 9 (0.40%) Apex Code
16 9 (0.40%) PL/SQL
Qualifications
1 943 (41.41%) Degree
2 144 (6.32%) DBS Check
3 133 (5.84%) Master's Degree
4 96 (4.22%) Security Cleared
5 83 (3.65%) Computer Science Degree
6 55 (2.42%) SC Cleared
7 45 (1.98%) DV Cleared
8 33 (1.45%) PhD
9 31 (1.36%) MBA
10 25 (1.10%) HNC
11 24 (1.05%) Numerate Degree
12 23 (1.01%) BPSS Clearance
13 21 (0.92%) PMI Certification
14 19 (0.83%) CIMA
15 15 (0.66%) CFA
16 12 (0.53%) APMP
17 11 (0.48%) Microsoft Certification
18 7 (0.31%) ITIL Foundation Certificate
18 7 (0.31%) TOGAF Certification
19 5 (0.22%) ISEB
Quality Assurance & Compliance
1 243 (10.67%) Data Quality
2 101 (4.44%) QA
3 51 (2.24%) Accessibility
4 47 (2.06%) GDPR
5 42 (1.84%) IFRS
6 36 (1.58%) IFRS 9
7 28 (1.23%) Actionable Recommendations
8 11 (0.48%) PMO
9 9 (0.40%) ISO 9001
10 7 (0.31%) COBIT
10 7 (0.31%) Sarbanes-Oxley
11 6 (0.26%) ISO/IEC 27001
12 5 (0.22%) Good Clinical Practice
13 4 (0.18%) CDISC
13 4 (0.18%) SLA
14 3 (0.13%) NIST
14 3 (0.13%) P3O
15 2 (0.088%) Disclosure Scotland
15 2 (0.088%) ISO 26262
15 2 (0.088%) ISO/IEC 17025
System Software
1 36 (1.58%) Docker
2 34 (1.49%) Active Directory
3 12 (0.53%) 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 (0.088%) HDFS
8 1 (0.044%) Microsoft Virtual Server
8 1 (0.044%) Virtual Servers
8 1 (0.044%) VMware ESXi
Systems Management
1 37 (1.62%) Kubernetes
2 15 (0.66%) Terraform
3 13 (0.57%) SCOM
4 12 (0.53%) SCCM
5 10 (0.44%) Ansible
6 8 (0.35%) Grafana
6 8 (0.35%) Prometheus
7 7 (0.31%) SysTrack
8 6 (0.26%) WSUS
9 5 (0.22%) Progress Chef
10 4 (0.18%) Failover Clustering
11 3 (0.13%) Puppet
12 2 (0.088%) Functional Safety
12 2 (0.088%) Microsoft Intune
13 1 (0.044%) Iperf
13 1 (0.044%) Nmap
Vendors
1 405 (17.79%) Microsoft
2 198 (8.70%) Databricks
3 95 (4.17%) Oracle
4 77 (3.38%) Google
5 67 (2.94%) Informatica
6 46 (2.02%) SAP
7 44 (1.93%) Salesforce
8 39 (1.71%) Alteryx
9 38 (1.67%) ServiceNow
10 21 (0.92%) Adobe
11 14 (0.61%) HP
11 14 (0.61%) VMware
12 13 (0.57%) Dynatrace
12 13 (0.57%) Riverbed
13 11 (0.48%) Sage
14 10 (0.44%) ESRI
15 9 (0.40%) NEC
16 8 (0.35%) Sparx
17 7 (0.31%) Dataiku
17 7 (0.31%) Snow