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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 131 157 145
Rank change year-on-year +26 -12 -23
Permanent jobs citing Data Science 1,660 1,006 1,298
As % of all permanent jobs in the UK 1.41% 2.05% 1.80%
As % of the Processes & Methodologies category 1.92% 2.30% 2.19%
Number of salaries quoted 948 490 565
10th Percentile £44,925 £41,063 £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% -4.36%
75th Percentile £95,000 £92,188 £88,750
90th Percentile £107,500 £118,750 £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 86,468 43,703 59,228
As % of all permanent jobs advertised in the UK 73.32% 88.90% 82.25%
Number of salaries quoted 59,116 24,458 31,674
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,000 £43,750
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 £78,250
90th Percentile £100,000 £95,000 £97,500
UK excluding London median annual salary £55,000 £46,750 £52,500
% change year-on-year +17.65% -10.95% -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 12 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 12 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 +24 1,542 £75,000 +7.14% 2,640
UK excluding London +16 838 £75,000 +30.43% 897
London -2 752 £85,000 +4.62% 1,852
Work from Home +42 483 £75,000 +12.78% 1,068
North of England +88 285 £80,000 +44.84% 250
North West +61 170 £77,513 +34.81% 145
South East -64 170 £70,000 +27.27% 209
Midlands +27 145 £61,611 +2.68% 118
South West -7 129 £60,000 -14.29% 107
East Midlands +24 86 £70,000 +75.00% 60
Yorkshire +24 82 £76,263 +32.63% 75
West Midlands -13 59 £47,988 -28.91% 58
East of England -39 35 £72,500 +20.83% 80
Scotland +13 34 £75,026 -10.40% 70
North East -41 33 £80,000 +68.42% 30
Wales -46 30 £87,500 +74.57% 35
Northern Ireland -64 10 £72,500 +81.25% 37

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
1 115 (6.93%) Apache Spark
2 48 (2.89%) Apache
3 30 (1.81%) Apache Airflow
4 15 (0.90%) SAS
5 9 (0.54%) Jupyter
6 8 (0.48%) SharePoint
7 6 (0.36%) Confluence
8 5 (0.30%) 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 (0.060%) Apache Superset
11 1 (0.060%) ArcGIS
11 1 (0.060%) Oracle SOA Suite
11 1 (0.060%) R Markdown
Applications
1 50 (3.01%) Microsoft Excel
2 14 (0.84%) Microsoft Office
3 10 (0.60%) Microsoft PowerPoint
4 4 (0.24%) Chatbot
5 3 (0.18%) Simulink
5 3 (0.18%) SPSS
6 2 (0.12%) Final Cut Pro
7 1 (0.060%) Microsoft Project
7 1 (0.060%) Spreadsheet
Business Applications
1 7 (0.42%) Infor M3
2 1 (0.060%) Academy Revenues and Benefits
2 1 (0.060%) HFM
2 1 (0.060%) Oracle EBS
2 1 (0.060%) Oracle ERP
Cloud Services
1 349 (21.02%) Azure
2 343 (20.66%) AWS
3 179 (10.78%) GCP
4 131 (7.89%) Power Platform
5 91 (5.48%) Snowflake
6 75 (4.52%) Azure Data Factory
7 54 (3.25%) Serverless
8 53 (3.19%) SaaS
9 51 (3.07%) Anthropic Claude
9 51 (3.07%) Azure Machine Learning
10 49 (2.95%) Amazon Bedrock
11 43 (2.59%) AWS Lambda
11 43 (2.59%) Azure Synapse Analytics
12 42 (2.53%) Azure DevOps
13 40 (2.41%) GitHub
14 36 (2.17%) Azure Databricks
15 31 (1.87%) Amazon S3
16 29 (1.75%) Microsoft Purview
17 25 (1.51%) dbt
18 21 (1.27%) Cloud Computing
Communications & Networking
1 20 (1.20%) Broadband
2 7 (0.42%) 5G
3 6 (0.36%) BGP
3 6 (0.36%) DNS
3 6 (0.36%) IPsec
3 6 (0.36%) VPN
4 4 (0.24%) Internet
5 2 (0.12%) Firewall
5 2 (0.12%) Software-Defined Radio
6 1 (0.060%) Cisco IPT
6 1 (0.060%) HTTP
6 1 (0.060%) SMS
6 1 (0.060%) TCP/IP
Database & Business Intelligence
1 126 (7.59%) Power BI
2 94 (5.66%) Data Warehouse
3 77 (4.64%) Data Lake
4 75 (4.52%) Metadata
5 72 (4.34%) Big Data
5 72 (4.34%) Tableau
6 54 (3.25%) Amazon Redshift
7 49 (2.95%) NoSQL
8 41 (2.47%) SQL Server
9 40 (2.41%) Delta Lake
10 39 (2.35%) Relational Database
11 35 (2.11%) Azure SQL Database
12 33 (1.99%) PostgreSQL
13 27 (1.63%) Looker
14 26 (1.57%) Hadoop
15 25 (1.51%) Data Mining
15 25 (1.51%) Spark SQL
16 24 (1.45%) BigQuery
17 22 (1.33%) MongoDB
18 20 (1.20%) Data Vault
Development Applications
1 99 (5.96%) Git
2 45 (2.71%) Claude Code
3 31 (1.87%) MLflow
4 10 (0.60%) Jenkins
5 9 (0.54%) JIRA
6 8 (0.48%) GitLab
7 5 (0.30%) Visual Studio Code
8 4 (0.24%) Octopus Deploy
9 2 (0.12%) JUnit
9 2 (0.12%) TeamCity
10 1 (0.060%) Cypress.io
10 1 (0.060%) NUnit
10 1 (0.060%) Selenium
10 1 (0.060%) Yeoman
General
1 451 (27.17%) Finance
2 345 (20.78%) Social Skills
3 294 (17.71%) Analytical Skills
4 163 (9.82%) Banking
5 140 (8.43%) Inclusion and Diversity
6 136 (8.19%) Marketing
7 94 (5.66%) Retail
8 90 (5.42%) Public Sector
9 84 (5.06%) Law
10 56 (3.37%) Legal
11 42 (2.53%) Influencing Skills
12 39 (2.35%) Financial Institution
13 32 (1.93%) Organisational Skills
14 31 (1.87%) Presentation Skills
15 27 (1.63%) Advertising
16 25 (1.51%) Games
17 23 (1.39%) Manufacturing
18 20 (1.20%) Back Office
19 15 (0.90%) Retail Banking
20 13 (0.78%) Telecoms
Job Titles
1 677 (40.78%) Data Scientist
2 422 (25.42%) Senior
3 360 (21.69%) Senior Data Scientist
4 247 (14.88%) Lead
5 204 (12.29%) Data Engineer
6 111 (6.69%) Lead Data Scientist
7 106 (6.39%) Software Engineer
8 87 (5.24%) Architect
9 74 (4.46%) Analyst
10 62 (3.73%) Artificial Intelligence Engineer
11 60 (3.61%) Developer
12 48 (2.89%) Research Scientist
13 44 (2.65%) Senior Data Engineer
14 40 (2.41%) Consultant
15 38 (2.29%) Data Analyst
15 38 (2.29%) Enterprise Architect
16 37 (2.23%) Principal Data Scientist
17 36 (2.17%) Finance Manager
18 34 (2.05%) Data Architect
19 33 (1.99%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 111 (6.69%) PyTorch
2 104 (6.27%) TensorFlow
3 82 (4.94%) PySpark
4 65 (3.92%) LangChain
5 63 (3.80%) scikit-learn
6 61 (3.67%) Terraform
7 55 (3.31%) Kafka
8 52 (3.13%) LangGraph
9 43 (2.59%) Pandas
10 39 (2.35%) Hugging Face
11 37 (2.23%) .NET
12 34 (2.05%) React
13 30 (1.81%) NumPy
14 26 (1.57%) REST
14 26 (1.57%) SpaCy
15 17 (1.02%) RESTful
16 16 (0.96%) FastAPI
16 16 (0.96%) Spring
17 15 (0.90%) Flask
18 13 (0.78%) Node.js
Miscellaneous
1 117 (7.05%) AI Agents
2 102 (6.14%) Algorithms
3 94 (5.66%) Cloud Native
4 56 (3.37%) Product Ownership
5 47 (2.83%) Onboarding
6 43 (2.59%) Hedge funds
7 30 (1.81%) Data Structures
7 30 (1.81%) Distributed Systems
8 28 (1.69%) Blog
9 25 (1.51%) e-Learning
10 24 (1.45%) Management Information System
11 18 (1.08%) Credit Risk
12 17 (1.02%) Self-Motivation
13 14 (0.84%) Social Media
14 12 (0.72%) Analytical Mindset
14 12 (0.72%) Clustering
14 12 (0.72%) Hybrid Cloud
14 12 (0.72%) Life Science
14 12 (0.72%) Marketing Technology
14 12 (0.72%) Video\Live Streaming
Operating Systems
1 30 (1.81%) Linux
2 14 (0.84%) Windows
3 5 (0.30%) 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%) macOS
Processes & Methodologies
1 853 (51.39%) AI
2 791 (47.65%) Machine Learning
3 626 (37.71%) Analytics
4 305 (18.37%) CI/CD
5 277 (16.69%) Decision-Making
6 271 (16.33%) Software Engineering
7 260 (15.66%) Data Engineering
8 254 (15.30%) Data Pipeline
8 254 (15.30%) Problem-Solving
9 251 (15.12%) Roadmaps
10 241 (14.52%) Agile
11 232 (13.98%) Generative AI
12 218 (13.13%) Mentoring
13 217 (13.07%) Business Intelligence
14 208 (12.53%) Actionable Insight
15 193 (11.63%) MLOps
16 180 (10.84%) Continuous Improvement
16 180 (10.84%) Data Modelling
17 172 (10.36%) DevOps
18 164 (9.88%) LLM
Programming Languages
1 684 (41.20%) Python
2 480 (28.92%) SQL
3 99 (5.96%) Java
4 64 (3.86%) C++
5 60 (3.61%) JavaScript
6 59 (3.55%) C#
7 55 (3.31%) R
8 44 (2.65%) Scala
9 33 (1.99%) TypeScript
10 21 (1.27%) Bicep
11 20 (1.20%) C
11 20 (1.20%) Go
12 19 (1.14%) Kotlin
13 13 (0.78%) Rust
14 11 (0.66%) VBA
15 8 (0.48%) PHP
16 7 (0.42%) Bash
16 7 (0.42%) Shell Script
17 6 (0.36%) Groovy
17 6 (0.36%) Ruby
Qualifications
1 318 (19.16%) Degree
2 177 (10.66%) Security Cleared
3 88 (5.30%) DV Cleared
4 87 (5.24%) Master's Degree
5 80 (4.82%) SC Cleared
6 70 (4.22%) PhD
7 52 (3.13%) Azure Certification
8 51 (3.07%) Computer Science Degree
9 21 (1.27%) DBS Check
10 19 (1.14%) Microsoft Certification
11 18 (1.08%) AWS Certification
12 17 (1.02%) BPSS Clearance
13 16 (0.96%) SnowPro
14 10 (0.60%) Numerate Degree
14 10 (0.60%) PMI Certification
14 10 (0.60%) PMP
15 7 (0.42%) Microsoft Certified Professional
16 5 (0.30%) CISSP
17 3 (0.18%) AWS Certified Cloud Practitioner
17 3 (0.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 217 (13.07%) Data Quality
2 42 (2.53%) GDPR
2 42 (2.53%) QA
3 29 (1.75%) Accessibility
4 20 (1.20%) Actionable Recommendations
5 13 (0.78%) ISO/IEC 27001
6 8 (0.48%) EU AI Act
7 4 (0.24%) SOC 2
8 3 (0.18%) IFRS
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 (0.060%) California Consumer Privacy Act
10 1 (0.060%) GAAP
10 1 (0.060%) ISO 9001
10 1 (0.060%) SLA
System Software
1 78 (4.70%) 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 1 (0.060%) Active Directory
3 1 (0.060%) Firmware
3 1 (0.060%) IAG
Systems Management
1 68 (4.10%) Kubernetes
2 13 (0.78%) Kubeflow
3 7 (0.42%) Ansible
4 6 (0.36%) 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 (0.060%) Puppet
Vendors
1 226 (13.61%) Databricks
2 142 (8.55%) Microsoft
3 97 (5.84%) Google
4 28 (1.69%) OpenAI
5 20 (1.20%) Oracle
6 19 (1.14%) Workday
7 17 (1.02%) LexisNexis
8 14 (0.84%) SAP
9 12 (0.72%) Foundry
10 9 (0.54%) Infor
11 7 (0.42%) IBM
12 6 (0.36%) HP
12 6 (0.36%) Salesforce
13 5 (0.30%) Alteryx
13 5 (0.30%) Palantir
13 5 (0.30%) YouTube
14 4 (0.24%) CA Agile Central
14 4 (0.24%) New Relic
14 4 (0.24%) Revolut
14 4 (0.24%) Splunk