Data Analytics Jobs in England

Data Analytics
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Data Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Analytics over the 6 months leading up to 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 210 207 153
Rank change year-on-year -3 -54 +10
Permanent jobs citing Data Analytics 762 1,229 2,040
As % of all permanent jobs advertised in England 1.57% 1.38% 2.36%
As % of the Processes & Methodologies category 1.67% 1.64% 2.47%
Number of salaries quoted 317 814 869
10th Percentile £25,875 £33,533 £37,500
25th Percentile £36,250 £42,500 £48,750
Median annual salary (50th Percentile) £60,743 £60,000 £67,003
Median % change year-on-year +1.24% -10.45% -2.19%
75th Percentile £80,000 £77,500 £85,000
90th Percentile £98,000 £95,000 £106,500
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% -3.70%

All Process and Methodology Skills
England

Data Analytics falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in England.

Permanent vacancies with a requirement for process or methodology skills 45,650 74,784 82,741
As % of all permanent jobs advertised in England 94.04% 84.16% 95.57%
Number of salaries quoted 22,641 54,521 49,313
10th Percentile £29,500 £29,000 £34,334
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £98,474 £93,750 £102,500
UK median annual salary £57,500 £55,000 £61,000
% change year-on-year +4.55% -9.84% +1.67%

Data Analytics
Job Vacancy Trend in England

Job postings citing Data Analytics as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Analytics in England

Data Analytics
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Analytics in England.

Salary trend for Data Analytics in England

Data Analytics
Salary Histogram in England

Salary distribution for jobs citing Data Analytics in England over the 6 months to 29 May 2025.

Salary histogram for Data Analytics in England

Data Analytics
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 Analytics within the England region over the 6 months to 29 May 2025. 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 -3 292 £80,000 +10.34% 700
North of England +44 174 £39,000 -17.89% 120
North West +19 118 £43,750 -12.50% 62
South East +33 112 £60,000 +9.09% 248
Midlands -17 105 £43,000 -18.10% 86
West Midlands -8 87 £45,000 -18.18% 51
Yorkshire +72 59 £45,000 +5.88% 41
East of England +67 54 £70,000 +40.00% 52
South West +32 49 £42,500 -32.00% 67
East Midlands +12 18 £43,000 -14.00% 30
North East +20 1 £30,500 -39.00% 18
Data Analytics
UK

Data Analytics
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 36 (4.72%) SharePoint
2 31 (4.07%) Apache Spark
3 9 (1.18%) Apache Airflow
4 7 (0.92%) Apache
5 6 (0.79%) WordPress
6 5 (0.66%) CMS
6 5 (0.66%) SAS
7 3 (0.39%) Adobe Experience Manager
8 2 (0.26%) ArcGIS
8 2 (0.26%) Confluence
8 2 (0.26%) Headless CMS
9 1 (0.13%) Microsoft Exchange
Applications
1 98 (12.86%) Microsoft Excel
2 8 (1.05%) Microsoft Office
2 8 (1.05%) Microsoft PowerPoint
3 5 (0.66%) Trello
4 3 (0.39%) Microsoft Project
5 2 (0.26%) MS Visio
6 1 (0.13%) Chatbot
6 1 (0.13%) SPSS
6 1 (0.13%) SPSS Modeler
Business Applications
1 24 (3.15%) Dynamics AX
2 6 (0.79%) Infor M3
3 3 (0.39%) Sprinklr
4 2 (0.26%) iTrent
5 1 (0.13%) Actimize
5 1 (0.13%) Dynamics CRM
5 1 (0.13%) Oracle EBS R12
5 1 (0.13%) Oracle Procure-to-Pay
5 1 (0.13%) Payment Gateway
5 1 (0.13%) Salesforce CRM
Cloud Services
1 238 (31.23%) Power Platform
2 152 (19.95%) Azure
3 127 (16.67%) AWS
4 54 (7.09%) GCP
5 42 (5.51%) SaaS
6 41 (5.38%) Serverless
7 35 (4.59%) PowerApps
8 31 (4.07%) AWS Lambda
9 28 (3.67%) Amazon CloudWatch
9 28 (3.67%) Power Automate
10 22 (2.89%) Google Analytics
11 20 (2.62%) Amazon S3
11 20 (2.62%) Azure Synapse Analytics
12 19 (2.49%) AWS Step Functions
13 18 (2.36%) Adobe Analytics
13 18 (2.36%) GitHub
14 16 (2.10%) Azure Data Factory
14 16 (2.10%) Google Ads
15 15 (1.97%) AWS CodePipeline
15 15 (1.97%) Boomi
Communications & Networking
1 4 (0.52%) HTTP
2 3 (0.39%) Bluetooth
3 2 (0.26%) Firewall
3 2 (0.26%) Internet
3 2 (0.26%) SMS
4 1 (0.13%) Intranet
4 1 (0.13%) LAN
4 1 (0.13%) PPP
4 1 (0.13%) Remote Desktop
4 1 (0.13%) VPN
4 1 (0.13%) WAN
Database & Business Intelligence
1 237 (31.10%) Power BI
2 117 (15.35%) Tableau
3 112 (14.70%) Big Data
4 65 (8.53%) Data Lake
4 65 (8.53%) Data Warehouse
5 29 (3.81%) SQL Server
6 27 (3.54%) Metadata
7 26 (3.41%) NoSQL
8 25 (3.28%) Hadoop
9 17 (2.23%) Relational Database
10 16 (2.10%) Power Query
11 15 (1.97%) Amazon Redshift
11 15 (1.97%) PostgreSQL
12 13 (1.71%) MongoDB
13 12 (1.57%) BigQuery
13 12 (1.57%) SQL Server Integration Services
14 11 (1.44%) Microsoft Analysis Services
15 10 (1.31%) SQL Server Reporting Services
16 9 (1.18%) Data Mining
16 9 (1.18%) SQL Server Analysis Services
Development Applications
1 23 (3.02%) Git
2 22 (2.89%) JIRA
3 7 (0.92%) Jenkins
4 5 (0.66%) SQL Server Management Studio (SSMS)
5 4 (0.52%) Subversion
6 3 (0.39%) CircleCI
7 2 (0.26%) ER Studio
7 2 (0.26%) GitLab
7 2 (0.26%) MLflow
8 1 (0.13%) Bitbucket
8 1 (0.13%) Cypress.io
8 1 (0.13%) Selenium
8 1 (0.13%) Vite
General
1 356 (46.72%) Social Skills
2 326 (42.78%) Finance
3 188 (24.67%) Analytical Skills
4 134 (17.59%) Law
5 95 (12.47%) Marketing
6 81 (10.63%) Inclusion and Diversity
7 79 (10.37%) Retail
8 67 (8.79%) Banking
9 65 (8.53%) Manufacturing
10 61 (8.01%) Organisational Skills
11 57 (7.48%) Games
12 56 (7.35%) Telecoms
13 39 (5.12%) Public Sector
14 26 (3.41%) Legal
14 26 (3.41%) Presentation Skills
15 22 (2.89%) Advertising
16 15 (1.97%) Influencing Skills
16 15 (1.97%) Pharmaceutical
17 11 (1.44%) Publishing
18 9 (1.18%) Documentation Skills
Job Titles
1 276 (36.22%) Analyst
2 135 (17.72%) Data Analyst
3 130 (17.06%) Senior
4 87 (11.42%) Lead
5 45 (5.91%) Digital Analyst
6 36 (4.72%) Data Engineer
7 31 (4.07%) Risk Manager
7 31 (4.07%) Technology Risk Manager
8 29 (3.81%) Business Analyst
9 27 (3.54%) Architect
10 26 (3.41%) Data Analytics Director
10 26 (3.41%) Procurement Analyst
11 25 (3.28%) Audit Manager
11 25 (3.28%) Data Manager
12 23 (3.02%) Analytics Manager
12 23 (3.02%) Graduate
13 21 (2.76%) Compliance Analyst
13 21 (2.76%) Graduate Analyst
13 21 (2.76%) Senior Manager
14 20 (2.62%) Senior Analyst
Libraries, Frameworks & Software Standards
1 45 (5.91%) Kafka
2 17 (2.23%) RESTful
3 16 (2.10%) JWT
3 16 (2.10%) OAuth
4 14 (1.84%) React
5 13 (1.71%) PyTorch
5 13 (1.71%) TensorFlow
6 11 (1.44%) NumPy
6 11 (1.44%) scikit-learn
7 9 (1.18%) Keras
8 8 (1.05%) CSS
8 8 (1.05%) HTML
9 7 (0.92%) JSON
9 7 (0.92%) Pandas
9 7 (0.92%) Web Services
10 6 (0.79%) Node.js
10 6 (0.79%) PySpark
10 6 (0.79%) RabbitMQ
10 6 (0.79%) Spring
11 5 (0.66%) Spring Boot
Miscellaneous
1 73 (9.58%) Management Information System
2 64 (8.40%) Robotics
3 53 (6.96%) Blockchain
4 39 (5.12%) Product Ownership
5 36 (4.72%) Algorithms
6 27 (3.54%) Cloud Native
6 27 (3.54%) FMCG
7 18 (2.36%) Data Structures
8 17 (2.23%) Social Media
9 15 (1.97%) Legacy Systems
9 15 (1.97%) Self-Motivation
10 11 (1.44%) Analytical Mindset
10 11 (1.44%) Mobile Games
11 9 (1.18%) Mobile App
12 8 (1.05%) Hybrid Cloud
13 7 (0.92%) Derivative
13 7 (0.92%) OTC Derivatives
13 7 (0.92%) Public Cloud
14 6 (0.79%) Credit Risk
15 5 (0.66%) Reinsurance
Operating Systems
1 11 (1.44%) Linux
2 4 (0.52%) Windows
3 3 (0.39%) Ubuntu
4 2 (0.26%) Unix
5 1 (0.13%) Mac OS
5 1 (0.13%) Windows Server
5 1 (0.13%) Windows Server 2016
5 1 (0.13%) Windows Server 2019
5 1 (0.13%) zOS
Processes & Methodologies
1 762 (100.00%) Analytics
2 242 (31.76%) Artificial Intelligence
3 232 (30.45%) Business Intelligence
4 231 (30.31%) Agile
5 176 (23.10%) Data Analysis
6 174 (22.83%) Problem-Solving
7 170 (22.31%) Visualisation
8 163 (21.39%) Mentoring
9 134 (17.59%) Decision-Making
10 128 (16.80%) Coaching
11 123 (16.14%) Computer Science
12 111 (14.57%) Data Science
12 111 (14.57%) Machine Learning
13 107 (14.04%) Data Governance
14 102 (13.39%) Data Engineering
15 101 (13.25%) Data Management
15 101 (13.25%) Project Management
16 95 (12.47%) Stakeholder Management
17 94 (12.34%) Business Strategy
18 90 (11.81%) Risk Management
Programming Languages
1 253 (33.20%) SQL
2 206 (27.03%) Python
3 43 (5.64%) Java
4 33 (4.33%) R
5 30 (3.94%) C#
6 28 (3.67%) Data Analysis Expressions
7 27 (3.54%) JavaScript
8 12 (1.57%) Scala
9 11 (1.44%) T-SQL
10 10 (1.31%) C
11 9 (1.18%) Bash
11 9 (1.18%) PowerShell
12 8 (1.05%) TypeScript
13 7 (0.92%) C++
14 6 (0.79%) VBA
15 4 (0.52%) Julia
16 3 (0.39%) Ladder Logic
17 2 (0.26%) JCL
17 2 (0.26%) Kusto Query Language
17 2 (0.26%) Shell Script
Qualifications
1 349 (45.80%) Degree
2 46 (6.04%) Master's Degree
3 39 (5.12%) CISA
3 39 (5.12%) Security Cleared
4 33 (4.33%) Computer Science Degree
5 24 (3.15%) ACCA
5 24 (3.15%) CIMA
6 23 (3.02%) PhD
7 22 (2.89%) DBS Check
7 22 (2.89%) ISACA
7 22 (2.89%) SC Cleared
8 21 (2.76%) Azure Certification
9 19 (2.49%) CCAB
9 19 (2.49%) CIPFA
9 19 (2.49%) ICAEW
10 15 (1.97%) AWS Certification
11 9 (1.18%) Numerate Degree
12 7 (0.92%) CISSP
12 7 (0.92%) Microsoft Certification
13 6 (0.79%) Six Sigma Black Belt
Quality Assurance & Compliance
1 109 (14.30%) Data Quality
2 46 (6.04%) ITGC
3 31 (4.07%) QA
4 25 (3.28%) Accessibility
5 20 (2.62%) GDPR
6 19 (2.49%) MiFID
7 18 (2.36%) EMIR
8 16 (2.10%) Actionable Recommendations
9 12 (1.57%) Sarbanes-Oxley
10 9 (1.18%) California Consumer Privacy Act
11 8 (1.05%) Def Stans
12 6 (0.79%) GxP
12 6 (0.79%) ISO/IEC 27001
13 4 (0.52%) SLA
14 3 (0.39%) COBIT
15 2 (0.26%) HIPAA
15 2 (0.26%) PMO
16 1 (0.13%) COSO
16 1 (0.13%) GRC
16 1 (0.13%) NIST
System Software
1 13 (1.71%) Docker
2 4 (0.52%) Active Directory
3 3 (0.39%) VMware Infrastructure
4 2 (0.26%) HDFS
4 2 (0.26%) Virtual Desktop
4 2 (0.26%) Virtual Machines
5 1 (0.13%) Job Entry Subsystem
5 1 (0.13%) Time Sharing Option
Systems Management
1 23 (3.02%) Kubernetes
2 19 (2.49%) Terraform
3 3 (0.39%) Grafana
4 2 (0.26%) Ansible
4 2 (0.26%) Hadoop YARN
4 2 (0.26%) Prometheus
4 2 (0.26%) SCCM
4 2 (0.26%) Systems Management Server (SMS)
5 1 (0.13%) Argo
5 1 (0.13%) Microsoft Intune
5 1 (0.13%) Nessus
5 1 (0.13%) NetBackup
5 1 (0.13%) Single Sign-On
Vendors
1 127 (16.67%) Microsoft
2 74 (9.71%) SAP
3 69 (9.06%) Google
4 59 (7.74%) Databricks
5 55 (7.22%) Alteryx
6 46 (6.04%) ServiceNow
7 29 (3.81%) Oracle
8 22 (2.89%) Salesforce
9 21 (2.76%) Adobe
9 21 (2.76%) Informatica
10 16 (2.10%) MuleSoft
11 13 (1.71%) VMware
12 9 (1.18%) IBM
13 7 (0.92%) Cisco
13 7 (0.92%) Omniture
14 6 (0.79%) Infor
15 5 (0.66%) Talend
15 5 (0.66%) TikTok
16 4 (0.52%) Guidewire
16 4 (0.52%) Salesforce Marketing Cloud