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

6 months to
11 Oct 2026
Same period 2025 Same period 2024
Rank 130 156 146
Rank change year-on-year +26 -10 -23
Permanent jobs citing Data Science 1,658 1,010 1,304
As % of all permanent jobs in the UK 1.40% 2.05% 1.80%
As % of the Processes & Methodologies category 1.92% 2.30% 2.19%
Number of salaries quoted 952 495 571
10th Percentile £45,000 £39,626 £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 £91,875 £87,500
90th Percentile £107,500 £118,250 £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 86,578 43,908 59,440
As % of all permanent jobs advertised in the UK 73.25% 88.94% 82.23%
Number of salaries quoted 59,120 24,542 31,807
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,054 £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 £47,000 £52,500
% change year-on-year +17.02% -10.48% -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 11 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 11 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 +25 1,541 £75,000 +7.14% 3,564
UK excluding London +17 838 £75,000 +30.43% 1,267
London +3 750 £85,000 +4.62% 2,440
Work from Home +46 483 £75,000 +14.07% 1,398
North of England +81 287 £80,000 +44.84% 325
North West +69 172 £80,000 +39.13% 192
South East -70 168 £70,000 +27.27% 306
Midlands +22 145 £61,611 +2.68% 170
South West -6 130 £60,000 -14.29% 140
East Midlands +23 87 £70,000 +75.00% 77
Yorkshire +22 82 £76,263 +32.63% 95
West Midlands -23 58 £47,988 -28.91% 93
East of England -43 35 £72,500 +20.83% 133
Scotland +20 34 £75,026 -10.40% 96
North East -41 33 £80,000 +68.42% 38
Wales -52 30 £87,500 +74.57% 54
Northern Ireland -63 9 £72,500 +81.25% 55

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 (6.94%) Apache Spark
2 48 (2.90%) 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%) R Markdown
Applications
1 50 (3.02%) 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
1 348 (20.99%) Azure
2 343 (20.69%) AWS
3 179 (10.80%) GCP
4 130 (7.84%) Power Platform
5 91 (5.49%) Snowflake
6 75 (4.52%) Azure Data Factory
7 54 (3.26%) SaaS
7 54 (3.26%) Serverless
8 51 (3.08%) Anthropic Claude
9 50 (3.02%) Azure Machine Learning
10 49 (2.96%) 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 26 (1.57%) dbt
18 21 (1.27%) Cloud Computing
Communications & Networking
1 20 (1.21%) 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
Database & Business Intelligence
1 125 (7.54%) Power BI
2 94 (5.67%) Data Warehouse
3 77 (4.64%) Data Lake
4 75 (4.52%) Metadata
5 73 (4.40%) Tableau
6 70 (4.22%) Big Data
7 54 (3.26%) Amazon Redshift
8 49 (2.96%) NoSQL
9 40 (2.41%) Delta Lake
9 40 (2.41%) SQL Server
10 38 (2.29%) Relational Database
11 35 (2.11%) Azure SQL Database
12 33 (1.99%) PostgreSQL
13 28 (1.69%) 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 (1.21%) Data Vault
Development Applications
1 98 (5.91%) 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
1 450 (27.14%) Finance
2 342 (20.63%) Social Skills
3 292 (17.61%) Analytical Skills
4 163 (9.83%) Banking
5 139 (8.38%) Inclusion and Diversity
6 136 (8.20%) Marketing
7 95 (5.73%) Retail
8 89 (5.37%) Public Sector
9 84 (5.07%) Law
10 56 (3.38%) Legal
11 42 (2.53%) Influencing Skills
12 39 (2.35%) Financial Institution
13 32 (1.93%) Organisational Skills
14 30 (1.81%) Presentation Skills
15 27 (1.63%) Advertising
16 25 (1.51%) Games
17 23 (1.39%) Manufacturing
18 20 (1.21%) Back Office
19 15 (0.90%) Retail Banking
20 13 (0.78%) Telecoms
Job Titles
1 675 (40.71%) Data Scientist
2 423 (25.51%) Senior
3 361 (21.77%) Senior Data Scientist
4 246 (14.84%) Lead
5 204 (12.30%) Data Engineer
6 110 (6.63%) Lead Data Scientist
7 108 (6.51%) Software Engineer
8 87 (5.25%) Architect
9 74 (4.46%) Analyst
10 62 (3.74%) Artificial Intelligence Engineer
11 59 (3.56%) Developer
12 48 (2.90%) Research Scientist
13 44 (2.65%) Senior Data Engineer
14 39 (2.35%) 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 Scientist
Libraries, Frameworks & Software Standards
1 111 (6.69%) PyTorch
2 104 (6.27%) TensorFlow
3 82 (4.95%) PySpark
4 65 (3.92%) LangChain
5 63 (3.80%) scikit-learn
6 61 (3.68%) Terraform
7 55 (3.32%) Kafka
8 52 (3.14%) LangGraph
9 43 (2.59%) Pandas
10 39 (2.35%) Hugging Face
11 36 (2.17%) .NET
12 35 (2.11%) React
13 30 (1.81%) NumPy
14 27 (1.63%) REST
15 26 (1.57%) SpaCy
16 17 (1.03%) RESTful
16 17 (1.03%) Spring
17 16 (0.97%) FastAPI
18 15 (0.90%) Flask
19 13 (0.78%) Node.js
Miscellaneous
1 116 (7.00%) AI Agents
2 102 (6.15%) Algorithms
3 94 (5.67%) Cloud Native
4 56 (3.38%) Product Ownership
5 47 (2.83%) Onboarding
6 43 (2.59%) Hedge funds
7 30 (1.81%) Data Structures
8 29 (1.75%) Distributed Systems
9 28 (1.69%) Blog
10 25 (1.51%) e-Learning
11 24 (1.45%) Management Information System
12 18 (1.09%) Credit Risk
13 17 (1.03%) Self-Motivation
14 14 (0.84%) Social Media
15 12 (0.72%) Analytical Mindset
15 12 (0.72%) Clustering
15 12 (0.72%) Hybrid Cloud
15 12 (0.72%) Life Science
15 12 (0.72%) Marketing Technology
15 12 (0.72%) Video\Live Streaming
Operating Systems
1 30 (1.81%) Linux
2 13 (0.78%) 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
1 854 (51.51%) AI
2 788 (47.53%) Machine Learning
3 623 (37.58%) Analytics
4 305 (18.40%) CI/CD
5 277 (16.71%) Decision-Making
6 272 (16.41%) Software Engineering
7 258 (15.56%) Data Engineering
8 254 (15.32%) Data Pipeline
9 251 (15.14%) Problem-Solving
9 251 (15.14%) Roadmaps
10 242 (14.60%) Agile
11 231 (13.93%) Generative AI
12 218 (13.15%) Mentoring
13 217 (13.09%) Business Intelligence
14 206 (12.42%) Actionable Insight
15 192 (11.58%) MLOps
16 180 (10.86%) Data Modelling
17 179 (10.80%) Continuous Improvement
18 174 (10.49%) DevOps
19 163 (9.83%) LLM
Programming Languages
1 682 (41.13%) Python
2 480 (28.95%) SQL
3 101 (6.09%) Java
4 64 (3.86%) C++
5 60 (3.62%) JavaScript
6 58 (3.50%) C#
7 53 (3.20%) R
8 44 (2.65%) Scala
9 33 (1.99%) TypeScript
10 21 (1.27%) Bicep
11 20 (1.21%) C
11 20 (1.21%) Go
12 19 (1.15%) 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
1 317 (19.12%) Degree
2 177 (10.68%) Security Cleared
3 89 (5.37%) DV Cleared
4 87 (5.25%) Master's Degree
5 80 (4.83%) SC Cleared
6 70 (4.22%) PhD
7 51 (3.08%) Azure Certification
7 51 (3.08%) Computer Science Degree
8 21 (1.27%) DBS Check
9 19 (1.15%) Microsoft Certification
10 18 (1.09%) AWS Certification
11 17 (1.03%) BPSS Clearance
12 16 (0.97%) SnowPro
13 10 (0.60%) Numerate Degree
13 10 (0.60%) PMI Certification
13 10 (0.60%) PMP
14 7 (0.42%) Microsoft Certified Professional
15 5 (0.30%) CISSP
16 3 (0.18%) Postgraduate
16 3 (0.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 217 (13.09%) Data Quality
2 42 (2.53%) GDPR
2 42 (2.53%) QA
3 27 (1.63%) Accessibility
4 18 (1.09%) 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
1 225 (13.57%) Databricks
2 142 (8.56%) Microsoft
3 97 (5.85%) Google
4 27 (1.63%) OpenAI
5 19 (1.15%) Oracle
6 17 (1.03%) LexisNexis
6 17 (1.03%) Workday
7 14 (0.84%) SAP
8 11 (0.66%) Foundry
9 9 (0.54%) Infor
10 7 (0.42%) IBM
11 6 (0.36%) HP
11 6 (0.36%) Salesforce
12 5 (0.30%) Alteryx
12 5 (0.30%) Palantir
12 5 (0.30%) YouTube
13 4 (0.24%) CA Agile Central
13 4 (0.24%) New Relic
13 4 (0.24%) Revolut
13 4 (0.24%) Splunk