Data Science
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Science skills. It covers permanent job vacancies from the 6 months leading up to 7 October 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Oct 2026
Same period 2025 Same period 2024
Rank 128 155 143
Rank change year-on-year +27 -12 -18
Permanent jobs citing Data Science 1,633 1,019 1,315
As % of all permanent jobs in the UK 1.38% 2.05% 1.80%
As % of the Processes & Methodologies category 1.89% 2.30% 2.19%
Number of salaries quoted 951 493 563
10th Percentile £44,750 £41,250 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% -3.57%
75th Percentile £95,000 £93,750 £90,000
90th Percentile £107,500 £117,150 £115,000
UK excluding London median annual salary £75,000 £57,500 £62,500
% change year-on-year +30.43% -8.00% -3.85%

All Process & Methodology Skills
UK

Data Science 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 86,487 44,218 59,966
As % of all permanent jobs advertised in the UK 73.18% 89.02% 81.93%
Number of salaries quoted 59,402 24,461 32,381
10th Percentile £31,250 £28,325 £32,500
25th Percentile £41,250 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,750 £75,000 £77,500
90th Percentile £100,000 £95,000 £96,250
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -2.78%

Data Science
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Data Science relative to all permanent IT jobs advertised.

Data Science job vacancy trend in the UK

Data Science
Salary Trend

Salary distribution trend for jobs in the UK citing Data Science.

Salary distribution trend for jobs in the UK citing Data Science

Data Science
Salary Histogram

Salary distribution for jobs citing Data Science over the 6 months to 7 October 2026.

Salary histogram for Data Science in the UK

Data Science
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Science within the UK over the 6 months to 7 October 2026. 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 +26 1,519 £75,000 +7.14% 4,080
UK excluding London +15 820 £75,000 +30.43% 1,518
London +1 743 £85,000 - 2,772
Work from Home +41 474 £75,000 +15.38% 1,508
North of England +92 279 £80,000 +45.45% 388
South East -60 168 £70,000 +27.27% 394
North West +62 167 £75,000 +30.43% 223
Midlands +28 138 £60,000 - 181
South West -8 129 £60,000 -14.29% 172
East Midlands +20 83 £70,000 +75.00% 81
Yorkshire +31 79 £76,263 +35.30% 125
West Midlands -23 55 £41,494 -38.53% 100
East of England -37 34 £70,000 +16.67% 165
Scotland +14 33 £75,026 -10.40% 119
North East -43 33 £80,000 +68.42% 40
Wales -42 30 £87,500 +74.57% 58
Northern Ireland -73 9 £72,500 +81.25% 53

Data Science
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 117 (7.16%) Apache Spark
2 47 (2.88%) Apache
3 28 (1.71%) Apache Airflow
4 15 (0.92%) SAS
5 9 (0.55%) Jupyter
6 7 (0.43%) SharePoint
7 6 (0.37%) Confluence
8 5 (0.31%) ColdFusion
9 3 (0.18%) Palantir Foundry
10 2 (0.12%) Apache Pulsar
10 2 (0.12%) Luigi
10 2 (0.12%) Oracle Application Server
10 2 (0.12%) Tornado
11 1 (0.061%) Apache Superset
11 1 (0.061%) ArcGIS
11 1 (0.061%) R Markdown
Applications
1 50 (3.06%) Microsoft Excel
2 14 (0.86%) Microsoft Office
3 10 (0.61%) Microsoft PowerPoint
4 6 (0.37%) Chatbot
5 3 (0.18%) Simulink
5 3 (0.18%) SPSS
6 2 (0.12%) Final Cut Pro
7 1 (0.061%) Microsoft Project
7 1 (0.061%) Spreadsheet
7 1 (0.061%) Trello
Business Applications
1 7 (0.43%) Infor M3
2 1 (0.061%) Academy Revenues and Benefits
2 1 (0.061%) HFM
2 1 (0.061%) Oracle EBS
2 1 (0.061%) Oracle ERP
Cloud Services
1 340 (20.82%) AWS
1 340 (20.82%) Azure
2 178 (10.90%) GCP
3 125 (7.65%) Power Platform
4 89 (5.45%) Snowflake
5 76 (4.65%) Azure Data Factory
6 55 (3.37%) Serverless
7 50 (3.06%) Anthropic Claude
8 49 (3.00%) Azure Machine Learning
9 48 (2.94%) Amazon Bedrock
9 48 (2.94%) SaaS
10 44 (2.69%) AWS Lambda
11 43 (2.63%) Azure Synapse Analytics
12 41 (2.51%) Azure DevOps
13 38 (2.33%) GitHub
14 36 (2.20%) Azure Databricks
15 31 (1.90%) Amazon S3
16 29 (1.78%) Microsoft Purview
17 24 (1.47%) dbt
18 20 (1.22%) Cloud Computing
Communications & Networking
1 20 (1.22%) Broadband
2 7 (0.43%) 5G
3 6 (0.37%) BGP
3 6 (0.37%) DNS
3 6 (0.37%) IPsec
3 6 (0.37%) VPN
4 4 (0.24%) Internet
5 2 (0.12%) Firewall
5 2 (0.12%) Software-Defined Radio
6 1 (0.061%) HTTP
6 1 (0.061%) SMS
Database & Business Intelligence
1 121 (7.41%) Power BI
2 94 (5.76%) Data Warehouse
3 77 (4.72%) Data Lake
4 73 (4.47%) Tableau
5 71 (4.35%) Metadata
6 68 (4.16%) Big Data
7 55 (3.37%) Amazon Redshift
8 50 (3.06%) NoSQL
9 40 (2.45%) Delta Lake
10 39 (2.39%) SQL Server
11 38 (2.33%) Relational Database
12 35 (2.14%) Azure SQL Database
13 32 (1.96%) PostgreSQL
14 27 (1.65%) Looker
15 26 (1.59%) Hadoop
16 25 (1.53%) Data Mining
16 25 (1.53%) Spark SQL
17 23 (1.41%) BigQuery
17 23 (1.41%) MongoDB
18 20 (1.22%) Amazon QuickSight
Development Applications
1 97 (5.94%) Git
2 44 (2.69%) Claude Code
3 30 (1.84%) MLflow
4 10 (0.61%) Jenkins
4 10 (0.61%) JIRA
5 9 (0.55%) GitLab
6 5 (0.31%) Visual Studio Code
7 4 (0.24%) Octopus Deploy
8 2 (0.12%) JUnit
8 2 (0.12%) TeamCity
9 1 (0.061%) Cypress.io
9 1 (0.061%) NUnit
9 1 (0.061%) Selenium
9 1 (0.061%) Yeoman
General
1 437 (26.76%) Finance
2 335 (20.51%) Social Skills
3 284 (17.39%) Analytical Skills
4 156 (9.55%) Banking
5 135 (8.27%) Marketing
6 134 (8.21%) Inclusion and Diversity
7 91 (5.57%) Retail
8 86 (5.27%) Public Sector
9 84 (5.14%) Law
10 51 (3.12%) Legal
11 42 (2.57%) Influencing Skills
12 39 (2.39%) Financial Institution
13 32 (1.96%) Organisational Skills
14 29 (1.78%) Presentation Skills
15 27 (1.65%) Advertising
16 25 (1.53%) Games
17 23 (1.41%) Manufacturing
18 20 (1.22%) Back Office
19 13 (0.80%) Aerospace
19 13 (0.80%) Military
Job Titles
1 659 (40.36%) Data Scientist
2 421 (25.78%) Senior
3 361 (22.11%) Senior Data Scientist
4 241 (14.76%) Lead
5 199 (12.19%) Data Engineer
6 111 (6.80%) Lead Data Scientist
7 103 (6.31%) Software Engineer
8 87 (5.33%) Architect
9 74 (4.53%) Analyst
10 62 (3.80%) Artificial Intelligence Engineer
11 60 (3.67%) Developer
12 45 (2.76%) Research Scientist
13 43 (2.63%) Senior Data Engineer
14 39 (2.39%) Consultant
15 38 (2.33%) Data Analyst
15 38 (2.33%) Enterprise Architect
16 36 (2.20%) Finance Manager
16 36 (2.20%) Principal Data Scientist
17 34 (2.08%) Data Architect
18 32 (1.96%) Data Manager
Libraries, Frameworks & Software Standards
1 111 (6.80%) PyTorch
2 104 (6.37%) TensorFlow
3 81 (4.96%) PySpark
4 65 (3.98%) LangChain
5 63 (3.86%) scikit-learn
6 59 (3.61%) Terraform
7 55 (3.37%) Kafka
8 51 (3.12%) LangGraph
9 44 (2.69%) Pandas
10 39 (2.39%) Hugging Face
11 36 (2.20%) .NET
11 36 (2.20%) React
12 31 (1.90%) NumPy
13 27 (1.65%) SpaCy
14 26 (1.59%) REST
15 18 (1.10%) RESTful
16 17 (1.04%) FastAPI
16 17 (1.04%) Spring
17 16 (0.98%) Flask
18 13 (0.80%) Node.js
Miscellaneous
1 114 (6.98%) AI Agents
2 103 (6.31%) Algorithms
3 96 (5.88%) Cloud Native
4 56 (3.43%) Product Ownership
5 47 (2.88%) Onboarding
6 43 (2.63%) Hedge funds
7 29 (1.78%) Data Structures
7 29 (1.78%) Distributed Systems
8 27 (1.65%) Blog
9 26 (1.59%) e-Learning
10 23 (1.41%) Management Information System
11 18 (1.10%) Credit Risk
12 16 (0.98%) Self-Motivation
13 14 (0.86%) Social Media
14 13 (0.80%) Life Science
15 12 (0.73%) Analytical Mindset
15 12 (0.73%) Clustering
15 12 (0.73%) Hybrid Cloud
15 12 (0.73%) Marketing Technology
15 12 (0.73%) Video\Live Streaming
Operating Systems
1 29 (1.78%) Linux
2 12 (0.73%) Windows
3 5 (0.31%) Embedded Linux
4 4 (0.24%) Windows Server
5 3 (0.18%) Apple iOS
5 3 (0.18%) Red Hat Enterprise Linux
5 3 (0.18%) Rocky
6 2 (0.12%) Mac OS
Processes & Methodologies
1 838 (51.32%) AI
2 772 (47.27%) Machine Learning
3 611 (37.42%) Analytics
4 302 (18.49%) CI/CD
5 274 (16.78%) Decision-Making
6 270 (16.53%) Software Engineering
7 253 (15.49%) Data Engineering
8 251 (15.37%) Roadmaps
9 249 (15.25%) Data Pipeline
9 249 (15.25%) Problem-Solving
10 239 (14.64%) Agile
11 230 (14.08%) Generative AI
12 219 (13.41%) Mentoring
13 210 (12.86%) Business Intelligence
14 195 (11.94%) Actionable Insight
15 193 (11.82%) MLOps
16 178 (10.90%) Continuous Improvement
17 177 (10.84%) Data Modelling
18 175 (10.72%) DevOps
19 162 (9.92%) LLM
Programming Languages
1 669 (40.97%) Python
2 472 (28.90%) SQL
3 95 (5.82%) Java
4 66 (4.04%) C++
5 59 (3.61%) JavaScript
6 58 (3.55%) C#
7 46 (2.82%) R
8 43 (2.63%) Scala
9 28 (1.71%) TypeScript
10 21 (1.29%) Bicep
10 21 (1.29%) C
11 16 (0.98%) Go
12 14 (0.86%) Kotlin
13 11 (0.67%) VBA
14 9 (0.55%) PHP
14 9 (0.55%) Rust
15 7 (0.43%) Bash
16 6 (0.37%) Groovy
16 6 (0.37%) Ruby
16 6 (0.37%) Shell Script
Qualifications
1 314 (19.23%) Degree
2 175 (10.72%) Security Cleared
3 89 (5.45%) DV Cleared
4 86 (5.27%) Master's Degree
5 78 (4.78%) SC Cleared
6 69 (4.23%) PhD
7 50 (3.06%) Computer Science Degree
8 45 (2.76%) Azure Certification
9 20 (1.22%) DBS Check
10 19 (1.16%) Microsoft Certification
11 17 (1.04%) AWS Certification
11 17 (1.04%) BPSS Clearance
12 16 (0.98%) SnowPro
13 10 (0.61%) Numerate Degree
13 10 (0.61%) PMI Certification
13 10 (0.61%) PMP
14 6 (0.37%) Microsoft Certified Professional
15 4 (0.24%) CISSP
16 3 (0.18%) AWS Certified Cloud Practitioner
17 2 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 213 (13.04%) Data Quality
2 41 (2.51%) QA
3 40 (2.45%) GDPR
4 23 (1.41%) Accessibility
5 14 (0.86%) Actionable Recommendations
6 12 (0.73%) ISO/IEC 27001
7 8 (0.49%) EU AI Act
8 3 (0.18%) IFRS
8 3 (0.18%) SOC 2
9 2 (0.12%) DICOM
9 2 (0.12%) Good Clinical Practice
9 2 (0.12%) HL7
9 2 (0.12%) IFRS 17
9 2 (0.12%) ISO/IEC 42001
9 2 (0.12%) Solvency II
9 2 (0.12%) WCAG
10 1 (0.061%) GAAP
10 1 (0.061%) GRC
10 1 (0.061%) ISO 9001
10 1 (0.061%) ISO/IEC 20000
System Software
1 78 (4.78%) Docker
2 3 (0.18%) Virtual Machines
2 3 (0.18%) VMware ESXi
2 3 (0.18%) VMware Infrastructure
2 3 (0.18%) vSphere
3 2 (0.12%) Active Directory
4 1 (0.061%) Firmware
4 1 (0.061%) IAG
4 1 (0.061%) Virtual Desktop
Systems Management
1 68 (4.16%) Kubernetes
2 13 (0.80%) Kubeflow
3 7 (0.43%) Ansible
4 6 (0.37%) Hadoop YARN
5 3 (0.18%) Argo
5 3 (0.18%) Grafana
5 3 (0.18%) Kibana
6 2 (0.12%) Computer Emergency Response Teams
6 2 (0.12%) Computer Incident Response Team
6 2 (0.12%) Jamf Pro
6 2 (0.12%) Prometheus
7 1 (0.061%) Puppet
Vendors
1 219 (13.41%) Databricks
2 138 (8.45%) Microsoft
3 92 (5.63%) Google
4 26 (1.59%) OpenAI
5 19 (1.16%) Oracle
6 18 (1.10%) Workday
7 17 (1.04%) LexisNexis
8 14 (0.86%) SAP
9 10 (0.61%) Foundry
10 9 (0.55%) Infor
11 7 (0.43%) IBM
12 6 (0.37%) HP
12 6 (0.37%) Salesforce
13 5 (0.31%) Alteryx
13 5 (0.31%) Palantir
13 5 (0.31%) YouTube
14 4 (0.24%) CA Agile Central
14 4 (0.24%) Mistral
14 4 (0.24%) Revolut
15 3 (0.18%) Dataiku