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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 172 196 155
Rank change year-on-year +24 -41 +2
Permanent jobs citing Data Analytics 811 1,256 2,198
As % of all permanent jobs advertised in England 1.76% 1.47% 2.38%
As % of the Processes & Methodologies category 1.88% 1.72% 2.48%
Number of salaries quoted 342 833 920
10th Percentile £29,000 £35,000 £36,875
25th Percentile £42,500 £42,500 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,817
Median % change year-on-year - -8.84% -2.08%
75th Percentile £87,500 £77,500 £83,750
90th Percentile £100,000 £95,000 £105,000
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% -

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 43,121 73,145 88,489
As % of all permanent jobs advertised in England 93.64% 85.85% 95.64%
Number of salaries quoted 23,789 53,950 52,293
10th Percentile £30,580 £29,000 £34,250
25th Percentile £42,500 £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 £77,250 £73,750 £82,500
90th Percentile £100,000 £93,750 £101,250
UK median annual salary £57,500 £55,000 £61,500
% change year-on-year +4.55% -10.57% +2.50%

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 1 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 1 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 +3 327 £85,000 +18.88% 626
North of England +81 200 £45,000 -10.00% 105
North West +47 132 £45,000 -10.00% 59
South East +59 122 £52,500 -4.55% 192
Midlands -4 99 £48,000 -12.73% 74
West Midlands -10 83 £50,000 -9.09% 43
Yorkshire +91 67 £45,000 - 30
East of England +78 46 £85,000 +78.95% 43
South West +14 43 £42,038 -32.74% 49
East Midlands +24 16 £44,500 -6.32% 27
North East +28 5 £55,000 +10.00% 16
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 40 (4.93%) SharePoint
2 26 (3.21%) Apache Spark
3 11 (1.36%) Apache Airflow
4 9 (1.11%) WordPress
5 8 (0.99%) Apache
6 5 (0.62%) CMS
7 4 (0.49%) SAS
8 3 (0.37%) Adobe Experience Manager
9 2 (0.25%) ArcGIS
9 2 (0.25%) Confluence
9 2 (0.25%) Headless CMS
10 1 (0.12%) Microsoft Exchange
Applications
1 89 (10.97%) Microsoft Excel
2 10 (1.23%) Microsoft Office
3 6 (0.74%) Microsoft PowerPoint
4 5 (0.62%) Trello
5 2 (0.25%) Microsoft Project
5 2 (0.25%) MS Visio
6 1 (0.12%) Chatbot
6 1 (0.12%) Simulink
6 1 (0.12%) SPSS
6 1 (0.12%) SPSS Modeler
Business Applications
1 22 (2.71%) Dynamics AX
2 6 (0.74%) Infor M3
3 3 (0.37%) Dynamics CRM
3 3 (0.37%) Sprinklr
4 2 (0.25%) iTrent
5 1 (0.12%) Actimize
5 1 (0.12%) Distributed Ledger
5 1 (0.12%) Finacle
5 1 (0.12%) Oracle EBS R12
5 1 (0.12%) Oracle Procure-to-Pay
Cloud Services
1 256 (31.57%) Power Platform
2 146 (18.00%) Azure
3 126 (15.54%) AWS
4 51 (6.29%) GCP
5 46 (5.67%) SaaS
5 46 (5.67%) Serverless
6 33 (4.07%) PowerApps
7 32 (3.95%) AWS Lambda
8 30 (3.70%) GitHub
9 28 (3.45%) Amazon CloudWatch
9 28 (3.45%) Power Automate
10 24 (2.96%) Google Analytics
11 22 (2.71%) Amazon S3
12 19 (2.34%) Azure Synapse Analytics
13 18 (2.22%) Adobe Analytics
14 16 (1.97%) AWS Step Functions
15 15 (1.85%) AWS CodePipeline
15 15 (1.85%) Boomi
15 15 (1.85%) Google Ads
16 14 (1.73%) Microsoft 365
Communications & Networking
1 8 (0.99%) HTTP
2 6 (0.74%) Bluetooth
3 5 (0.62%) Internet
4 4 (0.49%) Firewall
4 4 (0.49%) Network Security
5 2 (0.25%) SMS
6 1 (0.12%) DHCP
6 1 (0.12%) DNS
6 1 (0.12%) FTP
6 1 (0.12%) Intranet
6 1 (0.12%) LAN
6 1 (0.12%) Remote Desktop
6 1 (0.12%) SAN
6 1 (0.12%) VPN
6 1 (0.12%) Wi-Fi
6 1 (0.12%) Wireless
Database & Business Intelligence
1 255 (31.44%) Power BI
2 129 (15.91%) Tableau
3 107 (13.19%) Big Data
4 63 (7.77%) Data Warehouse
5 56 (6.91%) Data Lake
6 38 (4.69%) SQL Server
7 22 (2.71%) NoSQL
8 20 (2.47%) Metadata
9 19 (2.34%) Hadoop
10 18 (2.22%) Relational Database
11 17 (2.10%) BigQuery
11 17 (2.10%) PostgreSQL
12 16 (1.97%) Data Mining
12 16 (1.97%) Power Query
12 16 (1.97%) SQL Server Integration Services
13 13 (1.60%) Amazon Redshift
13 13 (1.60%) MongoDB
14 11 (1.36%) Microsoft Analysis Services
14 11 (1.36%) SQL Server Reporting Services
15 9 (1.11%) QlikView
Development Applications
1 24 (2.96%) JIRA
2 23 (2.84%) Git
3 8 (0.99%) Jenkins
4 5 (0.62%) SQL Server Management Studio (SSMS)
5 3 (0.37%) CircleCI
5 3 (0.37%) Selenium
6 2 (0.25%) Ant
6 2 (0.25%) Babel
6 2 (0.25%) GitLab
6 2 (0.25%) Subversion
6 2 (0.25%) TeamCity
6 2 (0.25%) webpack
7 1 (0.12%) MLflow
7 1 (0.12%) RStudio
7 1 (0.12%) Visual Studio
General
1 380 (46.86%) Social Skills
2 339 (41.80%) Finance
3 189 (23.30%) Analytical Skills
4 109 (13.44%) Law
5 98 (12.08%) Marketing
6 81 (9.99%) Banking
6 81 (9.99%) Organisational Skills
6 81 (9.99%) Retail
7 80 (9.86%) Inclusion and Diversity
8 66 (8.14%) Manufacturing
9 58 (7.15%) Telecoms
10 56 (6.91%) Games
11 49 (6.04%) Public Sector
12 36 (4.44%) Presentation Skills
13 29 (3.58%) Legal
14 18 (2.22%) Advertising
15 15 (1.85%) Pharmaceutical
16 11 (1.36%) Influencing Skills
17 9 (1.11%) Documentation Skills
17 9 (1.11%) Publishing
Job Titles
1 290 (35.76%) Analyst
2 146 (18.00%) Senior
3 139 (17.14%) Data Analyst
4 83 (10.23%) Lead
5 61 (7.52%) Digital Analyst
6 40 (4.93%) Data Engineer
7 37 (4.56%) Graduate
8 34 (4.19%) Architect
9 33 (4.07%) Risk Manager
9 33 (4.07%) Technology Risk Manager
10 32 (3.95%) Analytics Manager
11 30 (3.70%) Data Manager
12 29 (3.58%) Business Analyst
13 28 (3.45%) Data Scientist
13 28 (3.45%) Graduate Analyst
14 27 (3.33%) Audit Manager
14 27 (3.33%) Senior Analyst
15 26 (3.21%) Procurement Analyst
16 24 (2.96%) Compliance Analyst
17 20 (2.47%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 37 (4.56%) Kafka
2 24 (2.96%) RESTful
3 17 (2.10%) NumPy
3 17 (2.10%) OAuth
3 17 (2.10%) React
4 16 (1.97%) CSS
4 16 (1.97%) HTML
5 15 (1.85%) JWT
6 14 (1.73%) scikit-learn
6 14 (1.73%) TensorFlow
7 13 (1.60%) JSON
7 13 (1.60%) Pandas
7 13 (1.60%) PyTorch
8 11 (1.36%) Web Services
9 9 (1.11%) Keras
9 9 (1.11%) Plotly
10 8 (0.99%) RabbitMQ
11 7 (0.86%) .NET
11 7 (0.86%) Spring
11 7 (0.86%) Spring Boot
Miscellaneous
1 70 (8.63%) Robotics
2 64 (7.89%) Management Information System
3 57 (7.03%) Algorithms
4 55 (6.78%) Blockchain
5 37 (4.56%) Product Ownership
6 21 (2.59%) FMCG
6 21 (2.59%) Social Media
7 17 (2.10%) Cloud Native
8 15 (1.85%) Credit Risk
8 15 (1.85%) Data Structures
8 15 (1.85%) Self-Motivation
9 14 (1.73%) Legacy Systems
9 14 (1.73%) Mobile App
10 12 (1.48%) Mobile Games
11 11 (1.36%) Analytical Mindset
12 9 (1.11%) Learning Management System
13 8 (0.99%) Hybrid Cloud
13 8 (0.99%) SCADA
14 7 (0.86%) Derivative
14 7 (0.86%) Linux Command Line
Operating Systems
1 19 (2.34%) Linux
2 7 (0.86%) Windows
3 6 (0.74%) Ubuntu
4 3 (0.37%) Windows Server
5 2 (0.25%) Windows Server 2012
6 1 (0.12%) Mac OS
6 1 (0.12%) Windows Server 2016
6 1 (0.12%) Windows Server 2019
6 1 (0.12%) zOS
Processes & Methodologies
1 811 (100.00%) Analytics
2 259 (31.94%) Artificial Intelligence
3 245 (30.21%) Agile
4 236 (29.10%) Business Intelligence
5 205 (25.28%) Visualisation
6 178 (21.95%) Data Analysis
7 176 (21.70%) Mentoring
8 170 (20.96%) Problem-Solving
9 130 (16.03%) Coaching
10 127 (15.66%) Decision-Making
11 126 (15.54%) Computer Science
11 126 (15.54%) Data Science
12 120 (14.80%) Machine Learning
13 108 (13.32%) Data Management
14 107 (13.19%) Project Delivery
15 100 (12.33%) Project Management
16 98 (12.08%) Data Engineering
17 97 (11.96%) Statistics
18 96 (11.84%) Continuous Improvement
19 93 (11.47%) Data Governance
Programming Languages
1 276 (34.03%) SQL
2 231 (28.48%) Python
3 41 (5.06%) Java
4 39 (4.81%) R
5 35 (4.32%) JavaScript
6 31 (3.82%) C#
7 25 (3.08%) Data Analysis Expressions
8 14 (1.73%) C
8 14 (1.73%) T-SQL
9 11 (1.36%) Scala
9 11 (1.36%) TypeScript
10 10 (1.23%) PowerShell
11 7 (0.86%) C++
12 6 (0.74%) Ladder Logic
13 4 (0.49%) Bash
14 3 (0.37%) VBA
15 2 (0.25%) JCL
15 2 (0.25%) Julia
15 2 (0.25%) PHP
15 2 (0.25%) Ruby
Qualifications
1 375 (46.24%) Degree
2 49 (6.04%) Master's Degree
3 44 (5.43%) Security Cleared
4 40 (4.93%) Computer Science Degree
5 38 (4.69%) CISA
6 27 (3.33%) PhD
6 27 (3.33%) SC Cleared
7 22 (2.71%) ACCA
7 22 (2.71%) CIMA
7 22 (2.71%) ISACA
8 17 (2.10%) CCAB
8 17 (2.10%) CIPFA
8 17 (2.10%) ICAEW
9 16 (1.97%) DBS Check
10 15 (1.85%) Azure Certification
10 15 (1.85%) Numerate Degree
11 9 (1.11%) DV Cleared
12 7 (0.86%) AWS Certification
12 7 (0.86%) CISSP
13 6 (0.74%) TOGAF Certification
Quality Assurance & Compliance
1 112 (13.81%) Data Quality
2 46 (5.67%) ITGC
3 30 (3.70%) Accessibility
4 24 (2.96%) QA
5 21 (2.59%) MiFID
6 18 (2.22%) Actionable Recommendations
6 18 (2.22%) EMIR
7 15 (1.85%) GDPR
8 12 (1.48%) Sarbanes-Oxley
9 8 (0.99%) Def Stans
9 8 (0.99%) SLA
10 6 (0.74%) GxP
11 5 (0.62%) ISO/IEC 27001
12 2 (0.25%) California Consumer Privacy Act
12 2 (0.25%) HIPAA
13 1 (0.12%) COSO
13 1 (0.12%) GRC
13 1 (0.12%) NIST
13 1 (0.12%) PMO
13 1 (0.12%) PSD2
System Software
1 22 (2.71%) Docker
2 5 (0.62%) Active Directory
3 3 (0.37%) VMware Infrastructure
4 2 (0.25%) HDFS
4 2 (0.25%) Hyper-V
4 2 (0.25%) Virtual Desktop
4 2 (0.25%) Virtual Machines
5 1 (0.12%) Job Entry Subsystem
5 1 (0.12%) Time Sharing Option
5 1 (0.12%) Virtual Servers
5 1 (0.12%) VMware Workstation
Systems Management
1 20 (2.47%) Kubernetes
2 14 (1.73%) Terraform
3 3 (0.37%) SCCM
4 2 (0.25%) Ansible
4 2 (0.25%) Hadoop YARN
4 2 (0.25%) Microsoft Intune
4 2 (0.25%) Prometheus
4 2 (0.25%) Systems Management Server (SMS)
5 1 (0.12%) Argo
5 1 (0.12%) NetBackup
Vendors
1 140 (17.26%) Microsoft
2 73 (9.00%) SAP
3 71 (8.75%) Alteryx
4 66 (8.14%) Databricks
4 66 (8.14%) Google
5 46 (5.67%) ServiceNow
6 27 (3.33%) Oracle
7 21 (2.59%) Adobe
7 21 (2.59%) Informatica
7 21 (2.59%) Salesforce
8 16 (1.97%) MuleSoft
9 13 (1.60%) VMware
10 11 (1.36%) IBM
11 10 (1.23%) Cisco
12 7 (0.86%) Guidewire
12 7 (0.86%) Omniture
13 6 (0.74%) Infor
13 6 (0.74%) Siemens
14 5 (0.62%) F5
14 5 (0.62%) Talend