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 19 September 2026, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2026
Same period 2025 Same period 2024
Rank 137 150 148
Rank change year-on-year +13 -2 -22
Permanent jobs citing Data Science 1,596 1,063 1,372
As % of all permanent jobs in the UK 1.37% 2.15% 1.76%
As % of the Processes & Methodologies category 1.88% 2.42% 2.16%
Number of salaries quoted 961 503 617
10th Percentile £44,516 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £67,500
Median % change year-on-year +3.45% +7.41% -4.36%
75th Percentile £95,000 £95,000 £90,000
90th Percentile £107,500 £115,000 £115,000
UK excluding London median annual salary £72,500 £57,500 £62,500
% change year-on-year +26.09% -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 84,848 43,853 63,499
As % of all permanent jobs advertised in the UK 73.08% 88.72% 81.26%
Number of salaries quoted 58,707 24,746 35,929
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,585 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £57,500
Median % change year-on-year +9.09% -4.35% -4.17%
75th Percentile £80,000 £75,000 £77,500
90th Percentile £100,000 £96,750 £95,000
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 19 September 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 19 September 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 +19 1,487 £75,000 +3.45% 3,842
UK excluding London +12 793 £72,500 +26.09% 1,482
London +3 731 £85,000 - 2,606
Work from Home +41 479 £75,000 +15.38% 1,377
North of England +82 275 £75,026 +36.41% 381
North West +83 171 £75,000 +30.43% 229
South East -83 155 £70,000 +27.27% 369
Midlands +26 138 £60,000 -6.98% 170
South West -19 119 £60,000 -15.79% 194
East Midlands +15 83 £72,500 +81.25% 84
Yorkshire +13 72 £75,000 +35.79% 112
West Midlands -20 55 £35,000 -50.00% 86
East of England -26 39 £70,000 +16.67% 156
North East -41 32 £80,000 +68.42% 40
Scotland +7 31 £75,026 -10.40% 119
Wales -50 29 £75,000 +76.21% 65
Northern Ireland -66 7 £72,500 +81.25% 48

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
1 121 (7.58%) Apache Spark
2 43 (2.69%) Apache
3 35 (2.19%) Apache Airflow
4 15 (0.94%) SAS
5 10 (0.63%) SharePoint
6 7 (0.44%) Jupyter
7 6 (0.38%) Confluence
8 5 (0.31%) ColdFusion
9 2 (0.13%) Apache Pulsar
9 2 (0.13%) GeoServer
9 2 (0.13%) Luigi
9 2 (0.13%) Oracle Application Server
9 2 (0.13%) Tornado
10 1 (0.063%) Apache Superset
10 1 (0.063%) ArcGIS
10 1 (0.063%) R Markdown
Applications
1 51 (3.20%) Microsoft Excel
2 13 (0.81%) Microsoft Office
3 8 (0.50%) Microsoft PowerPoint
4 5 (0.31%) Chatbot
5 3 (0.19%) SPSS
6 2 (0.13%) Final Cut Pro
7 1 (0.063%) Microsoft Project
7 1 (0.063%) Simulink
7 1 (0.063%) Trello
Business Applications
1 5 (0.31%) Infor M3
2 1 (0.063%) Academy Revenues and Benefits
2 1 (0.063%) HFM
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
Cloud Services
1 367 (22.99%) AWS
2 342 (21.43%) Azure
3 194 (12.16%) GCP
4 151 (9.46%) Power Platform
5 107 (6.70%) Snowflake
6 75 (4.70%) Azure Data Factory
7 59 (3.70%) Serverless
8 53 (3.32%) Azure Synapse Analytics
9 48 (3.01%) Anthropic Claude
10 47 (2.94%) Amazon Bedrock
10 47 (2.94%) SaaS
11 46 (2.88%) AWS Lambda
12 42 (2.63%) Azure Machine Learning
13 38 (2.38%) Azure DevOps
14 36 (2.26%) Azure Databricks
15 35 (2.19%) dbt
16 34 (2.13%) Amazon S3
17 33 (2.07%) GitHub
18 27 (1.69%) Microsoft Purview
19 20 (1.25%) Cloud Computing
Communications & Networking
1 30 (1.88%) Broadband
2 7 (0.44%) 5G
3 6 (0.38%) BGP
3 6 (0.38%) DNS
3 6 (0.38%) IPsec
3 6 (0.38%) VPN
4 5 (0.31%) Internet
5 4 (0.25%) Software-Defined Radio
6 2 (0.13%) Firewall
7 1 (0.063%) HTTP
7 1 (0.063%) SMS
Database & Business Intelligence
1 145 (9.09%) Power BI
2 114 (7.14%) Data Warehouse
3 97 (6.08%) Tableau
4 95 (5.95%) Data Lake
5 66 (4.14%) Metadata
6 64 (4.01%) Big Data
7 60 (3.76%) Amazon Redshift
8 55 (3.45%) NoSQL
9 38 (2.38%) Delta Lake
10 37 (2.32%) Looker
10 37 (2.32%) Relational Database
10 37 (2.32%) SQL Server
11 35 (2.19%) Azure SQL Database
12 31 (1.94%) BigQuery
12 31 (1.94%) PostgreSQL
13 27 (1.69%) Hadoop
14 26 (1.63%) Data Mining
15 25 (1.57%) MongoDB
16 22 (1.38%) Spark SQL
17 20 (1.25%) Data Vault
Development Applications
1 100 (6.27%) Git
2 40 (2.51%) Claude Code
3 35 (2.19%) MLflow
4 12 (0.75%) Jenkins
4 12 (0.75%) JIRA
5 9 (0.56%) GitLab
6 5 (0.31%) Visual Studio Code
7 4 (0.25%) Octopus Deploy
8 2 (0.13%) JUnit
8 2 (0.13%) TeamCity
9 1 (0.063%) NUnit
9 1 (0.063%) Selenium
9 1 (0.063%) Yeoman
General
1 424 (26.57%) Finance
2 334 (20.93%) Social Skills
3 305 (19.11%) Analytical Skills
4 142 (8.90%) Banking
5 136 (8.52%) Inclusion and Diversity
5 136 (8.52%) Marketing
6 98 (6.14%) Retail
7 87 (5.45%) Public Sector
8 83 (5.20%) Law
9 46 (2.88%) Legal
10 40 (2.51%) Influencing Skills
11 36 (2.26%) Financial Institution
12 34 (2.13%) Organisational Skills
13 30 (1.88%) Advertising
14 25 (1.57%) Presentation Skills
15 22 (1.38%) Games
15 22 (1.38%) Manufacturing
16 20 (1.25%) Back Office
17 14 (0.88%) Publishing
18 13 (0.81%) Pharmaceutical
Job Titles
1 615 (38.53%) Data Scientist
2 404 (25.31%) Senior
3 338 (21.18%) Senior Data Scientist
4 228 (14.29%) Lead
5 198 (12.41%) Data Engineer
6 101 (6.33%) Lead Data Scientist
7 100 (6.27%) Software Engineer
8 85 (5.33%) Architect
9 75 (4.70%) Analyst
10 68 (4.26%) Developer
11 59 (3.70%) Artificial Intelligence Engineer
12 45 (2.82%) Consultant
13 41 (2.57%) Senior Data Engineer
14 39 (2.44%) Research Scientist
15 38 (2.38%) Data Analyst
16 35 (2.19%) Data Architect
16 35 (2.19%) Enterprise Architect
17 33 (2.07%) Finance Manager
17 33 (2.07%) Machine Learning Scientist
18 30 (1.88%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 128 (8.02%) PyTorch
2 115 (7.21%) TensorFlow
3 82 (5.14%) scikit-learn
4 78 (4.89%) PySpark
5 75 (4.70%) LangChain
6 67 (4.20%) Kafka
7 62 (3.88%) Terraform
8 53 (3.32%) Pandas
9 49 (3.07%) LangGraph
10 36 (2.26%) Hugging Face
11 35 (2.19%) React
12 34 (2.13%) NumPy
13 31 (1.94%) .NET
14 24 (1.50%) SpaCy
15 23 (1.44%) LlamaIndex
15 23 (1.44%) REST
16 20 (1.25%) Spring
17 19 (1.19%) FastAPI
18 18 (1.13%) Flask
18 18 (1.13%) RESTful
Miscellaneous
1 108 (6.77%) Cloud Native
2 106 (6.64%) AI Agents
3 101 (6.33%) Algorithms
4 54 (3.38%) Product Ownership
5 49 (3.07%) Onboarding
6 42 (2.63%) Distributed Systems
7 40 (2.51%) Hedge funds
8 28 (1.75%) Data Structures
9 25 (1.57%) Blog
10 23 (1.44%) e-Learning
11 22 (1.38%) Clustering
11 22 (1.38%) Video\Live Streaming
12 20 (1.25%) Management Information System
12 20 (1.25%) Public Cloud
13 19 (1.19%) Social Media
14 18 (1.13%) Credit Risk
15 15 (0.94%) Over-the-Top Content
16 14 (0.88%) Self-Motivation
17 13 (0.81%) Life Science
18 12 (0.75%) Hybrid Cloud
Operating Systems
1 24 (1.50%) Linux
2 10 (0.63%) Windows
3 3 (0.19%) Apple iOS
3 3 (0.19%) Embedded Linux
4 2 (0.13%) Mac OS
4 2 (0.13%) Windows Server
5 1 (0.063%) Red Hat Enterprise Linux
5 1 (0.063%) Rocky
Processes & Methodologies
1 827 (51.82%) AI
2 765 (47.93%) Machine Learning
3 626 (39.22%) Analytics
4 297 (18.61%) CI/CD
5 293 (18.36%) Decision-Making
6 272 (17.04%) Data Engineering
7 271 (16.98%) Software Engineering
8 258 (16.17%) Problem-Solving
9 254 (15.91%) Agile
9 254 (15.91%) Roadmaps
10 253 (15.85%) Data Pipeline
11 228 (14.29%) Business Intelligence
12 227 (14.22%) Mentoring
13 219 (13.72%) Generative AI
14 195 (12.22%) MLOps
15 191 (11.97%) Actionable Insight
16 182 (11.40%) Data Modelling
17 175 (10.96%) Continuous Improvement
18 170 (10.65%) DevOps
19 159 (9.96%) LLM
Programming Languages
1 682 (42.73%) Python
2 482 (30.20%) SQL
3 95 (5.95%) Java
4 63 (3.95%) C++
5 57 (3.57%) JavaScript
6 53 (3.32%) Scala
7 51 (3.20%) C#
8 49 (3.07%) R
9 21 (1.32%) Bicep
9 21 (1.32%) Go
10 20 (1.25%) C
11 16 (1.00%) TypeScript
12 13 (0.81%) VBA
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 8 (0.50%) Julia
15 7 (0.44%) Groovy
16 6 (0.38%) Ruby
17 5 (0.31%) Rust
18 4 (0.25%) Bash
Qualifications
1 317 (19.86%) Degree
2 175 (10.96%) Security Cleared
3 90 (5.64%) DV Cleared
4 81 (5.08%) Master's Degree
5 77 (4.82%) SC Cleared
6 64 (4.01%) PhD
7 45 (2.82%) Computer Science Degree
8 39 (2.44%) Azure Certification
9 29 (1.82%) DBS Check
10 19 (1.19%) Microsoft Certification
11 17 (1.07%) BPSS Clearance
12 16 (1.00%) AWS Certification
12 16 (1.00%) SnowPro
13 9 (0.56%) Numerate Degree
14 8 (0.50%) PMI Certification
14 8 (0.50%) PMP
15 6 (0.38%) Postgraduate
16 5 (0.31%) Microsoft Certified Professional
17 4 (0.25%) CISSP
18 3 (0.19%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 205 (12.84%) Data Quality
2 43 (2.69%) GDPR
3 40 (2.51%) QA
4 24 (1.50%) Accessibility
5 14 (0.88%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 10 (0.63%) California Consumer Privacy Act
8 6 (0.38%) EU AI Act
9 3 (0.19%) SOC 2
10 2 (0.13%) DICOM
10 2 (0.13%) HL7
10 2 (0.13%) IFRS
10 2 (0.13%) IFRS 17
10 2 (0.13%) ISO/IEC 42001
10 2 (0.13%) Solvency II
10 2 (0.13%) WCAG
11 1 (0.063%) Good Clinical Practice
11 1 (0.063%) ISO 9001
11 1 (0.063%) ISO/IEC 20000
11 1 (0.063%) Software Quality Assurance
System Software
1 80 (5.01%) Docker
2 2 (0.13%) Active Directory
2 2 (0.13%) IAG
3 1 (0.063%) Firmware
3 1 (0.063%) Virtual Desktop
3 1 (0.063%) Virtual Machines
3 1 (0.063%) VMware ESXi
3 1 (0.063%) VMware Infrastructure
3 1 (0.063%) vSphere
Systems Management
1 68 (4.26%) Kubernetes
2 13 (0.81%) Kubeflow
3 6 (0.38%) Hadoop YARN
4 5 (0.31%) Ansible
5 4 (0.25%) Argo
6 3 (0.19%) Grafana
6 3 (0.19%) Kibana
7 2 (0.13%) Computer Emergency Response Teams
7 2 (0.13%) Computer Incident Response Team
7 2 (0.13%) Jamf Pro
7 2 (0.13%) Prometheus
8 1 (0.063%) Puppet
Vendors
1 234 (14.66%) Databricks
2 135 (8.46%) Microsoft
3 91 (5.70%) Google
4 26 (1.63%) OpenAI
5 18 (1.13%) Dell
6 17 (1.07%) Oracle
7 15 (0.94%) Workday
8 14 (0.88%) LexisNexis
9 12 (0.75%) SAP
10 10 (0.63%) Cloudera
10 10 (0.63%) Teradata
11 9 (0.56%) Informatica
11 9 (0.56%) Typelevel
12 8 (0.50%) Denodo
13 7 (0.44%) IBM
14 6 (0.38%) Foundry
14 6 (0.38%) HP
14 6 (0.38%) Infor
14 6 (0.38%) Salesforce
15 5 (0.31%) Alteryx