Data Analytics Jobs

Data Analytics
UK

The table below provides summary statistics for permanent job vacancies 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 11 June 2025, comparing them to the same period in the previous two years.

6 months to
11 Jun 2025
Same period 2024 Same period 2023
Rank 197 210 154
Rank change year-on-year +13 -56 +14
Permanent jobs citing Data Analytics 924 1,467 2,214
As % of all permanent jobs advertised in the UK 1.65% 1.35% 2.38%
As % of the Processes & Methodologies category 1.78% 1.63% 2.50%
Number of salaries quoted 389 883 969
10th Percentile £25,313 £35,000 £37,500
25th Percentile £35,250 £42,500 £48,750
Median annual salary (50th Percentile) £60,743 £60,000 £67,000
Median % change year-on-year +1.24% -10.45% -2.90%
75th Percentile £80,250 £77,500 £84,056
90th Percentile £98,529 £97,250 £107,500
UK excluding London median annual salary £52,000 £55,000 £55,000
% change year-on-year -5.45% - -4.35%

All Process and Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 51,992 90,272 88,628
As % of all permanent jobs advertised in the UK 92.87% 82.80% 95.43%
Number of salaries quoted 25,976 62,401 53,795
10th Percentile £28,250 £29,605 £33,838
25th Percentile £40,000 £40,000 £45,000
Median annual salary (50th Percentile) £56,000 £55,000 £60,800
Median % change year-on-year +1.82% -9.54% +1.33%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £50,055 £50,000 £55,000
% change year-on-year +0.11% -9.09% +4.76%

Data Analytics
Job Vacancy Trend

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

Job vacancy trend for Data Analytics in the UK

Data Analytics
Salary Trend

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

Salary trend for Data Analytics in the UK

Data Analytics
Salary Histogram

Salary distribution for jobs citing Data Analytics over the 6 months to 11 June 2025.

Salary histogram for Data Analytics in the UK

Data Analytics
Top 19 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the UK over the 6 months to 11 June 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
England +6 810 £60,500 +0.83% 1,290
UK excluding London +31 587 £52,000 -5.45% 718
London +10 317 £75,000 +1.69% 745
Work from Home -8 312 £60,000 - 538
North of England +50 172 £39,000 -17.89% 123
South East +25 119 £62,500 +13.64% 348
North West +31 117 £45,000 -10.00% 68
Midlands +2 110 £45,000 -18.18% 72
West Midlands +1 89 £45,000 -18.18% 42
Scotland +45 61 £52,000 -25.18% 57
South West +44 59 £44,460 -28.86% 60
Yorkshire +70 58 £35,313 -16.91% 34
East of England +66 57 £67,500 +38.46% 38
East Midlands +36 21 £43,000 -14.00% 30
Northern Ireland +23 5 - - 6
Channel Islands 0 4 £78,750 +31.25% 15
Wales +26 1 - - 10
North East +21 1 £30,500 -39.00% 22
Isle of Man - 1 - - 1

Data Analytics
Co-occurring Skills and Capabilities 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 39 (4.22%) SharePoint
2 38 (4.11%) Apache Spark
3 11 (1.19%) Umbraco
4 9 (0.97%) Apache
5 7 (0.76%) Apache Airflow
5 7 (0.76%) SAS
6 6 (0.65%) CMS
7 5 (0.54%) WordPress
8 4 (0.43%) ArcGIS
9 2 (0.22%) Confluence
9 2 (0.22%) Headless CMS
10 1 (0.11%) Microsoft Exchange
Applications
1 127 (13.74%) Microsoft Excel
2 13 (1.41%) Microsoft Office
3 9 (0.97%) Microsoft Project
4 8 (0.87%) Microsoft PowerPoint
5 5 (0.54%) Trello
6 2 (0.22%) MS Visio
7 1 (0.11%) Chatbot
7 1 (0.11%) SPSS
7 1 (0.11%) SPSS Modeler
Business Applications
1 25 (2.71%) Dynamics AX
2 6 (0.65%) Infor M3
3 3 (0.32%) Salesforce CRM
4 2 (0.22%) iTrent
5 1 (0.11%) Actimize
5 1 (0.11%) Aladdin
5 1 (0.11%) Bloomberg AIM
5 1 (0.11%) Dynamics CRM
5 1 (0.11%) Oracle EBS R12
5 1 (0.11%) Oracle Procure-to-Pay
5 1 (0.11%) Payment Gateway
5 1 (0.11%) Raiser’s Edge
5 1 (0.11%) SAP S/4HANA
5 1 (0.11%) Shopify
5 1 (0.11%) Sparx Enterprise Architect
Cloud Services
1 254 (27.49%) Power Platform
2 197 (21.32%) Azure
3 162 (17.53%) AWS
4 78 (8.44%) GCP
5 47 (5.09%) SaaS
6 38 (4.11%) PowerApps
7 37 (4.00%) Serverless
8 35 (3.79%) Google Analytics
9 33 (3.57%) Power Automate
10 32 (3.46%) Adobe Analytics
11 29 (3.14%) AWS Lambda
12 28 (3.03%) Snowflake
13 26 (2.81%) Amazon CloudWatch
14 22 (2.38%) Azure Synapse Analytics
15 19 (2.06%) AWS Step Functions
16 18 (1.95%) Amazon SQS
16 18 (1.95%) Azure Data Factory
16 18 (1.95%) Google Ads
17 16 (1.73%) Amazon EC2
18 15 (1.62%) Amazon S3
Communications & Networking
1 2 (0.22%) HTTP
1 2 (0.22%) Internet
1 2 (0.22%) SMS
2 1 (0.11%) Ethernet
2 1 (0.11%) Firewall
2 1 (0.11%) FTP
2 1 (0.11%) LAN
2 1 (0.11%) Modbus
2 1 (0.11%) PPP
2 1 (0.11%) VPN
2 1 (0.11%) WAN
Database & Business Intelligence
1 253 (27.38%) Power BI
2 155 (16.77%) Tableau
3 124 (13.42%) Big Data
4 75 (8.12%) Data Warehouse
5 74 (8.01%) Data Lake
6 35 (3.79%) SQL Server
7 33 (3.57%) NoSQL
8 32 (3.46%) Hadoop
8 32 (3.46%) Metadata
9 27 (2.92%) BigQuery
10 25 (2.71%) Relational Database
11 24 (2.60%) Power Query
12 22 (2.38%) Amazon Redshift
13 17 (1.84%) PostgreSQL
14 15 (1.62%) MongoDB
14 15 (1.62%) SQL Server Integration Services
15 12 (1.30%) KDB
15 12 (1.30%) Looker
15 12 (1.30%) SQL Server Reporting Services
16 11 (1.19%) Microsoft Analysis Services
Development Applications
1 36 (3.90%) JIRA
2 20 (2.16%) Git
3 7 (0.76%) Jenkins
4 5 (0.54%) SQL Server Management Studio (SSMS)
5 4 (0.43%) Subversion
5 4 (0.43%) Vite
6 3 (0.32%) CircleCI
7 2 (0.22%) Cypress.io
7 2 (0.22%) ER Studio
7 2 (0.22%) GitLab
7 2 (0.22%) MLflow
7 2 (0.22%) Selenium
8 1 (0.11%) Bitbucket
8 1 (0.11%) RStudio
General
1 416 (45.02%) Finance
2 402 (43.51%) Social Skills
3 243 (26.30%) Analytical Skills
4 184 (19.91%) Law
5 129 (13.96%) Marketing
6 117 (12.66%) Banking
7 116 (12.55%) Inclusion and Diversity
8 86 (9.31%) Retail
9 68 (7.36%) Manufacturing
10 55 (5.95%) Organisational Skills
10 55 (5.95%) Telecoms
11 53 (5.74%) Games
12 43 (4.65%) Public Sector
13 37 (4.00%) Legal
14 33 (3.57%) Influencing Skills
15 28 (3.03%) Advertising
15 28 (3.03%) Presentation Skills
16 15 (1.62%) Financial Institution
16 15 (1.62%) Publishing
17 14 (1.52%) Investment Banking
Job Titles
1 307 (33.23%) Analyst
2 161 (17.42%) Data Analyst
3 153 (16.56%) Senior
4 120 (12.99%) Lead
5 41 (4.44%) Architect
6 40 (4.33%) Data Engineer
7 39 (4.22%) Digital Analyst
8 38 (4.11%) Data Manager
9 30 (3.25%) Audit Manager
9 30 (3.25%) Data Scientist
10 29 (3.14%) Business Analyst
11 28 (3.03%) Analytics Manager
11 28 (3.03%) Risk Manager
11 28 (3.03%) Software Engineer
11 28 (3.03%) Technology Risk Manager
12 26 (2.81%) Data Analytics Director
12 26 (2.81%) Developer
12 26 (2.81%) Procurement Analyst
13 25 (2.71%) Senior Manager
14 24 (2.60%) Solutions Architect
Libraries, Frameworks & Software Standards
1 53 (5.74%) Kafka
2 30 (3.25%) React
3 29 (3.14%) OAuth
4 18 (1.95%) JWT
5 17 (1.84%) CSS
6 16 (1.73%) PyTorch
6 16 (1.73%) RESTful
6 16 (1.73%) TensorFlow
7 15 (1.62%) OpenID
8 12 (1.30%) JSON
8 12 (1.30%) NumPy
9 11 (1.19%) Ajax
9 11 (1.19%) jQuery
9 11 (1.19%) SAML
9 11 (1.19%) scikit-learn
10 10 (1.08%) Spring
11 9 (0.97%) Keras
12 8 (0.87%) FastAPI
12 8 (0.87%) Pandas
13 7 (0.76%) PySpark
Miscellaneous
1 85 (9.20%) Management Information System
2 58 (6.28%) Robotics
3 50 (5.41%) Blockchain
4 39 (4.22%) Product Ownership
5 37 (4.00%) Algorithms
6 32 (3.46%) Self-Motivation
7 30 (3.25%) Cloud Native
7 30 (3.25%) FMCG
8 20 (2.16%) Public Cloud
9 19 (2.06%) Data Structures
10 18 (1.95%) Social Media
11 16 (1.73%) Legacy Systems
12 13 (1.41%) Analytical Mindset
13 9 (0.97%) Enterprise Software
13 9 (0.97%) Mobile Games
14 8 (0.87%) Equities
15 7 (0.76%) Derivative
15 7 (0.76%) Hybrid Cloud
15 7 (0.76%) OTC Derivatives
16 6 (0.65%) Onboarding
Operating Systems
1 9 (0.97%) Linux
2 4 (0.43%) Unix
3 3 (0.32%) Windows
4 1 (0.11%) Windows Server
4 1 (0.11%) Windows Server 2016
4 1 (0.11%) Windows Server 2019
4 1 (0.11%) zOS
Processes & Methodologies
1 924 (100.00%) Analytics
2 258 (27.92%) Business Intelligence
3 257 (27.81%) Artificial Intelligence
4 256 (27.71%) Agile
5 206 (22.29%) Data Analysis
6 198 (21.43%) Problem-Solving
7 197 (21.32%) Visualisation
8 182 (19.70%) Decision-Making
9 168 (18.18%) Mentoring
10 145 (15.69%) Data Science
11 142 (15.37%) Computer Science
12 141 (15.26%) Data Management
13 134 (14.50%) Coaching
14 132 (14.29%) Data Governance
15 127 (13.74%) Machine Learning
16 124 (13.42%) Stakeholder Management
17 122 (13.20%) Data Engineering
18 114 (12.34%) Statistics
19 112 (12.12%) Mathematics
20 110 (11.90%) Risk Management
Programming Languages
1 300 (32.47%) SQL
2 242 (26.19%) Python
3 56 (6.06%) Java
4 43 (4.65%) JavaScript
5 35 (3.79%) C#
6 33 (3.57%) Data Analysis Expressions
7 31 (3.35%) R
8 14 (1.52%) C
8 14 (1.52%) Scala
9 13 (1.41%) C++
9 13 (1.41%) T-SQL
10 10 (1.08%) Bash
10 10 (1.08%) PowerShell
11 9 (0.97%) TypeScript
12 7 (0.76%) VBA
13 4 (0.43%) Julia
13 4 (0.43%) Rust
14 2 (0.22%) JCL
14 2 (0.22%) Ruby
14 2 (0.22%) Shell Script
Qualifications
1 391 (42.32%) Degree
2 69 (7.47%) Master's Degree
3 47 (5.09%) CISA
4 39 (4.22%) Security Cleared
5 34 (3.68%) Computer Science Degree
6 29 (3.14%) DBS Check
7 28 (3.03%) ACCA
8 24 (2.60%) Azure Certification
8 24 (2.60%) CIMA
8 24 (2.60%) PhD
9 22 (2.38%) ISACA
10 21 (2.27%) SC Cleared
11 19 (2.06%) CCAB
11 19 (2.06%) CIPFA
11 19 (2.06%) ICAEW
12 17 (1.84%) AWS Certification
13 11 (1.19%) CISSP
14 9 (0.97%) Microsoft Certification
15 7 (0.76%) Numerate Degree
15 7 (0.76%) PMI Certification
Quality Assurance & Compliance
1 142 (15.37%) Data Quality
2 46 (4.98%) ITGC
3 35 (3.79%) QA
4 26 (2.81%) Accessibility
4 26 (2.81%) GDPR
5 20 (2.16%) Actionable Recommendations
5 20 (2.16%) MiFID
6 18 (1.95%) EMIR
7 17 (1.84%) Sarbanes-Oxley
8 9 (0.97%) California Consumer Privacy Act
8 9 (0.97%) ISO/IEC 27001
9 8 (0.87%) Def Stans
10 6 (0.65%) GxP
11 5 (0.54%) COBIT
12 3 (0.32%) NIST
13 2 (0.22%) HIPAA
13 2 (0.22%) PMO
13 2 (0.22%) SLA
14 1 (0.11%) COSO
14 1 (0.11%) GRC
System Software
1 10 (1.08%) Docker
2 4 (0.43%) Active Directory
3 3 (0.32%) VMware Infrastructure
4 2 (0.22%) HDFS
4 2 (0.22%) Virtual Machines
5 1 (0.11%) Job Entry Subsystem
5 1 (0.11%) Time Sharing Option
5 1 (0.11%) Virtual Desktop
Systems Management
1 32 (3.46%) Kubernetes
2 26 (2.81%) Terraform
3 15 (1.62%) Single Sign-On
4 3 (0.32%) Grafana
5 2 (0.22%) Ansible
5 2 (0.22%) Hadoop YARN
5 2 (0.22%) Prometheus
5 2 (0.22%) SCCM
6 1 (0.11%) Argo
6 1 (0.11%) Microsoft Intune
6 1 (0.11%) Nessus
6 1 (0.11%) NetBackup
Vendors
1 164 (17.75%) Microsoft
2 91 (9.85%) Google
3 83 (8.98%) SAP
4 66 (7.14%) Databricks
5 55 (5.95%) Alteryx
6 42 (4.55%) ServiceNow
7 37 (4.00%) Salesforce
8 36 (3.90%) Oracle
9 32 (3.46%) Adobe
10 24 (2.60%) Informatica
11 16 (1.73%) MuleSoft
11 16 (1.73%) Salesforce Marketing Cloud
12 14 (1.52%) Marketo
12 14 (1.52%) VMware
13 8 (0.87%) Cisco
14 7 (0.76%) IBM
14 7 (0.76%) Omniture
15 6 (0.65%) Cloudera
15 6 (0.65%) Infor
15 6 (0.65%) Teradata
OSZAR »