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 8 October 2026, with comparisons to the same periods in the previous two years.

6 months to
8 Oct 2026
Same period 2025 Same period 2024
Rank 128 150 145
Rank change year-on-year +22 -5 -21
Permanent jobs citing Data Science 1,632 1,021 1,319
As % of all permanent jobs in the UK 1.39% 2.06% 1.80%
As % of the Processes & Methodologies category 1.89% 2.31% 2.20%
Number of salaries quoted 949 494 567
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 £93,438 £90,000
90th Percentile £107,500 £116,975 £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 86,155 44,192 60,081
As % of all permanent jobs advertised in the UK 73.18% 88.99% 81.99%
Number of salaries quoted 59,150 24,458 32,463
10th Percentile £31,250 £28,325 £32,500
25th Percentile £41,250 £36,250 £42,608
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 £96,750
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 8 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 8 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 +27 1,518 £75,000 +7.14% 3,870
UK excluding London +22 822 £75,000 +30.43% 1,325
London +3 741 £85,000 +1.49% 2,680
Work from Home +38 473 £75,000 +15.38% 1,504
North of England +87 279 £80,000 +45.45% 343
North West +66 167 £75,000 +30.43% 203
South East -70 167 £70,000 +27.27% 322
Midlands +26 140 £60,000 - 168
South West -1 130 £60,000 -14.29% 146
East Midlands +21 84 £70,000 +75.00% 68
Yorkshire +29 79 £76,263 +35.30% 107
West Midlands -17 56 £47,988 -28.91% 100
East of England -33 34 £70,000 +16.67% 133
Scotland +8 33 £75,026 -10.40% 118
North East -34 33 £80,000 +68.42% 33
Wales -52 30 £87,500 +2.87% 56
Northern Ireland -70 9 £72,500 +81.25% 51

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
1 116 (7.11%) Apache Spark
2 47 (2.88%) Apache
3 28 (1.72%) 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 5 (0.31%) 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
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
1 341 (20.89%) AWS
1 341 (20.89%) Azure
2 178 (10.91%) GCP
3 127 (7.78%) Power Platform
4 90 (5.51%) Snowflake
5 75 (4.60%) Azure Data Factory
6 55 (3.37%) Serverless
7 51 (3.13%) SaaS
8 50 (3.06%) Anthropic Claude
9 49 (3.00%) Azure Machine Learning
10 48 (2.94%) Amazon Bedrock
11 44 (2.70%) AWS Lambda
12 43 (2.63%) Azure Synapse Analytics
13 42 (2.57%) Azure DevOps
14 39 (2.39%) GitHub
15 36 (2.21%) Azure Databricks
16 31 (1.90%) Amazon S3
17 29 (1.78%) Microsoft Purview
18 24 (1.47%) dbt
19 20 (1.23%) Cloud Computing
Communications & Networking
1 20 (1.23%) 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 (0.25%) 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
1 123 (7.54%) Power BI
2 94 (5.76%) Data Warehouse
3 77 (4.72%) Data Lake
4 73 (4.47%) Metadata
4 73 (4.47%) Tableau
5 67 (4.11%) Big Data
6 55 (3.37%) Amazon Redshift
7 50 (3.06%) NoSQL
8 40 (2.45%) Delta Lake
9 39 (2.39%) SQL Server
10 38 (2.33%) Relational Database
11 35 (2.14%) Azure SQL Database
12 33 (2.02%) PostgreSQL
13 27 (1.65%) Looker
14 26 (1.59%) Hadoop
15 25 (1.53%) Data Mining
15 25 (1.53%) Spark SQL
16 23 (1.41%) BigQuery
16 23 (1.41%) MongoDB
17 20 (1.23%) Amazon QuickSight
Development Applications
1 97 (5.94%) Git
2 44 (2.70%) Claude Code
3 30 (1.84%) MLflow
4 10 (0.61%) Jenkins
5 9 (0.55%) GitLab
5 9 (0.55%) JIRA
6 5 (0.31%) Visual Studio Code
7 4 (0.25%) 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
1 438 (26.84%) Finance
2 337 (20.65%) Social Skills
3 284 (17.40%) Analytical Skills
4 156 (9.56%) Banking
5 136 (8.33%) Inclusion and Diversity
5 136 (8.33%) Marketing
6 94 (5.76%) Retail
7 86 (5.27%) Public Sector
8 84 (5.15%) Law
9 51 (3.13%) Legal
10 42 (2.57%) Influencing Skills
11 39 (2.39%) Financial Institution
12 32 (1.96%) Organisational Skills
13 29 (1.78%) Presentation Skills
14 27 (1.65%) Advertising
15 25 (1.53%) Games
16 23 (1.41%) Manufacturing
17 20 (1.23%) Back Office
18 13 (0.80%) Aerospace
18 13 (0.80%) Military
Job Titles
1 658 (40.32%) Data Scientist
2 417 (25.55%) Senior
3 357 (21.88%) Senior Data Scientist
4 244 (14.95%) Lead
5 200 (12.25%) Data Engineer
6 111 (6.80%) Lead Data Scientist
7 103 (6.31%) Software Engineer
8 86 (5.27%) Architect
9 74 (4.53%) Analyst
10 62 (3.80%) Artificial Intelligence Engineer
11 61 (3.74%) Developer
12 46 (2.82%) 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 (2.21%) Finance Manager
16 36 (2.21%) Principal Data Scientist
17 33 (2.02%) Data Architect
17 33 (2.02%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 110 (6.74%) PyTorch
2 103 (6.31%) TensorFlow
3 81 (4.96%) PySpark
4 65 (3.98%) LangChain
5 62 (3.80%) scikit-learn
6 59 (3.62%) Terraform
7 55 (3.37%) Kafka
8 51 (3.13%) LangGraph
9 43 (2.63%) Pandas
10 39 (2.39%) Hugging Face
11 37 (2.27%) React
12 36 (2.21%) .NET
13 30 (1.84%) NumPy
14 27 (1.65%) SpaCy
15 26 (1.59%) REST
16 18 (1.10%) RESTful
17 17 (1.04%) FastAPI
17 17 (1.04%) Spring
18 16 (0.98%) Flask
19 13 (0.80%) Apache NiFi
Miscellaneous
1 114 (6.99%) AI Agents
2 103 (6.31%) Algorithms
3 95 (5.82%) Cloud Native
4 55 (3.37%) Product Ownership
5 47 (2.88%) Onboarding
6 43 (2.63%) Hedge funds
7 30 (1.84%) Data Structures
8 29 (1.78%) Distributed Systems
9 27 (1.65%) Blog
10 26 (1.59%) e-Learning
11 23 (1.41%) Management Information System
12 18 (1.10%) Credit Risk
13 16 (0.98%) Self-Motivation
14 14 (0.86%) Social Media
15 12 (0.74%) Analytical Mindset
15 12 (0.74%) Clustering
15 12 (0.74%) Hybrid Cloud
15 12 (0.74%) Life Science
15 12 (0.74%) Marketing Technology
15 12 (0.74%) Video\Live Streaming
Operating Systems
1 29 (1.78%) Linux
2 12 (0.74%) Windows
3 5 (0.31%) Embedded Linux
4 4 (0.25%) 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
1 840 (51.47%) AI
2 772 (47.30%) Machine Learning
3 611 (37.44%) Analytics
4 302 (18.50%) CI/CD
5 275 (16.85%) Decision-Making
6 270 (16.54%) Software Engineering
7 253 (15.50%) Data Engineering
8 251 (15.38%) Roadmaps
9 249 (15.26%) Data Pipeline
9 249 (15.26%) Problem-Solving
10 240 (14.71%) Agile
11 228 (13.97%) Generative AI
12 220 (13.48%) Mentoring
13 213 (13.05%) Business Intelligence
14 197 (12.07%) Actionable Insight
15 193 (11.83%) MLOps
16 178 (10.91%) Continuous Improvement
16 178 (10.91%) Data Modelling
17 176 (10.78%) DevOps
18 161 (9.87%) LLM
Programming Languages
1 669 (40.99%) Python
2 475 (29.11%) SQL
3 95 (5.82%) Java
4 66 (4.04%) C++
5 60 (3.68%) JavaScript
6 58 (3.55%) C#
7 46 (2.82%) R
8 43 (2.63%) Scala
9 28 (1.72%) 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
1 315 (19.30%) Degree
2 178 (10.91%) Security Cleared
3 90 (5.51%) DV Cleared
4 86 (5.27%) Master's Degree
5 79 (4.84%) SC Cleared
6 69 (4.23%) PhD
7 50 (3.06%) Computer Science Degree
8 46 (2.82%) Azure Certification
9 20 (1.23%) 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 7 (0.43%) Microsoft Certified Professional
15 4 (0.25%) CISSP
16 3 (0.18%) AWS Certified Cloud Practitioner
17 2 (0.12%) TOGAF Certification
Quality Assurance & Compliance
1 213 (13.05%) 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 (0.74%) 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%) ISO 9001
10 1 (0.061%) ISO/IEC 20000
10 1 (0.061%) SLA
System Software
1 77 (4.72%) 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 67 (4.11%) 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
1 221 (13.54%) Databricks
2 139 (8.52%) Microsoft
3 91 (5.58%) Google
4 26 (1.59%) OpenAI
5 19 (1.16%) Oracle
6 17 (1.04%) LexisNexis
6 17 (1.04%) Workday
7 14 (0.86%) SAP
8 10 (0.61%) Foundry
9 9 (0.55%) Infor
10 7 (0.43%) IBM
11 6 (0.37%) HP
11 6 (0.37%) Salesforce
12 5 (0.31%) Alteryx
12 5 (0.31%) Palantir
12 5 (0.31%) YouTube
13 4 (0.25%) CA Agile Central
13 4 (0.25%) Mistral
13 4 (0.25%) Revolut
14 3 (0.18%) New Relic