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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 137 153 145
Rank change year-on-year +16 -8 -20
Permanent jobs citing Data Science 1,597 1,022 1,352
As % of all permanent jobs in the UK 1.36% 2.07% 1.78%
As % of the Processes & Methodologies category 1.86% 2.33% 2.18%
Number of salaries quoted 954 493 590
10th Percentile £44,505 £41,350 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £71,193 £67,500
Median % change year-on-year +5.35% +5.47% -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 85,804 43,854 61,991
As % of all permanent jobs advertised in the UK 73.05% 88.92% 81.71%
Number of salaries quoted 59,130 24,461 33,915
10th Percentile £31,250 £28,500 £32,500
25th Percentile £41,750 £36,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £58,000
Median % change year-on-year +9.09% -5.17% -3.33%
75th Percentile £80,000 £75,000 £77,500
90th Percentile £100,000 £96,250 £96,000
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 28 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 28 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 +18 1,482 £75,000 +7.14% 3,290
UK excluding London +9 798 £72,500 +26.09% 1,227
London +2 725 £85,000 - 2,201
Work from Home +50 473 £75,000 +15.38% 1,292
North of England +90 277 £75,013 +36.39% 323
North West +62 169 £75,000 +30.43% 195
South East -75 165 £70,000 +27.27% 278
Midlands +20 137 £60,000 +1.27% 149
South West -24 118 £60,000 -14.29% 178
East Midlands +15 82 £70,000 +75.00% 71
Yorkshire +30 75 £75,000 +35.79% 99
West Midlands -11 55 £41,494 -39.65% 78
North East -38 33 £80,000 +68.42% 29
Scotland +11 32 £75,026 -10.40% 82
East of England -35 31 £65,000 +8.33% 126
Wales -36 30 £75,000 +76.21% 52
Northern Ireland -80 8 £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
1 112 (7.01%) Apache Spark
2 45 (2.82%) Apache
3 28 (1.75%) Apache Airflow
4 15 (0.94%) SAS
5 9 (0.56%) SharePoint
6 8 (0.50%) Jupyter
7 6 (0.38%) Confluence
8 5 (0.31%) ColdFusion
9 2 (0.13%) Apache Pulsar
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%) GeoServer
10 1 (0.063%) R Markdown
Applications
1 50 (3.13%) 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
6 2 (0.13%) Simulink
7 1 (0.063%) Microsoft Project
7 1 (0.063%) Trello
Business Applications
1 6 (0.38%) 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
1 342 (21.42%) AWS
2 330 (20.66%) Azure
3 176 (11.02%) GCP
4 135 (8.45%) Power Platform
5 90 (5.64%) Snowflake
6 75 (4.70%) Azure Data Factory
7 56 (3.51%) Serverless
8 52 (3.26%) Anthropic Claude
9 49 (3.07%) Amazon Bedrock
10 48 (3.01%) SaaS
11 45 (2.82%) AWS Lambda
12 44 (2.76%) Azure Machine Learning
13 43 (2.69%) Azure Synapse Analytics
14 38 (2.38%) Azure DevOps
15 36 (2.25%) Azure Databricks
16 34 (2.13%) GitHub
17 32 (2.00%) Amazon S3
18 27 (1.69%) Microsoft Purview
19 24 (1.50%) dbt
20 20 (1.25%) Google Analytics
Communications & Networking
1 20 (1.25%) 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 4 (0.25%) Internet
5 2 (0.13%) Firewall
5 2 (0.13%) Software-Defined Radio
6 1 (0.063%) HTTP
6 1 (0.063%) SMS
Database & Business Intelligence
1 130 (8.14%) Power BI
2 95 (5.95%) Data Warehouse
3 84 (5.26%) Tableau
4 77 (4.82%) Data Lake
5 68 (4.26%) Metadata
6 66 (4.13%) Big Data
7 52 (3.26%) NoSQL
8 51 (3.19%) Amazon Redshift
9 38 (2.38%) Delta Lake
9 38 (2.38%) SQL Server
10 37 (2.32%) Relational Database
11 35 (2.19%) Azure SQL Database
12 29 (1.82%) PostgreSQL
13 27 (1.69%) Hadoop
13 27 (1.69%) Looker
14 25 (1.57%) Data Mining
15 24 (1.50%) MongoDB
16 23 (1.44%) BigQuery
17 22 (1.38%) Spark SQL
18 20 (1.25%) Data Vault
Development Applications
1 98 (6.14%) Git
2 43 (2.69%) Claude Code
3 28 (1.75%) MLflow
4 11 (0.69%) Jenkins
4 11 (0.69%) 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
1 433 (27.11%) Finance
2 333 (20.85%) Social Skills
3 287 (17.97%) Analytical Skills
4 147 (9.20%) Banking
5 138 (8.64%) Inclusion and Diversity
6 136 (8.52%) Marketing
7 93 (5.82%) Retail
8 85 (5.32%) Law
8 85 (5.32%) Public Sector
9 51 (3.19%) Legal
10 42 (2.63%) Influencing Skills
11 37 (2.32%) Financial Institution
12 33 (2.07%) Organisational Skills
13 29 (1.82%) Advertising
14 27 (1.69%) Presentation Skills
15 24 (1.50%) Games
16 23 (1.44%) Manufacturing
17 20 (1.25%) Back Office
18 14 (0.88%) Publishing
19 13 (0.81%) Military
Job Titles
1 628 (39.32%) Data Scientist
2 411 (25.74%) Senior
3 345 (21.60%) Senior Data Scientist
4 231 (14.46%) Lead
5 193 (12.09%) Data Engineer
6 102 (6.39%) Lead Data Scientist
7 97 (6.07%) Software Engineer
8 90 (5.64%) Architect
9 77 (4.82%) Analyst
10 64 (4.01%) Developer
11 60 (3.76%) Artificial Intelligence Engineer
12 43 (2.69%) Consultant
13 42 (2.63%) Senior Data Engineer
14 39 (2.44%) Data Analyst
15 38 (2.38%) Enterprise Architect
15 38 (2.38%) Research Scientist
16 36 (2.25%) Finance Manager
17 35 (2.19%) Data Architect
18 31 (1.94%) Machine Learning Scientist
18 31 (1.94%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 113 (7.08%) PyTorch
2 103 (6.45%) TensorFlow
3 79 (4.95%) PySpark
4 67 (4.20%) scikit-learn
5 65 (4.07%) LangChain
6 59 (3.69%) Terraform
7 56 (3.51%) Kafka
8 49 (3.07%) LangGraph
8 49 (3.07%) Pandas
9 38 (2.38%) Hugging Face
10 36 (2.25%) React
11 34 (2.13%) .NET
12 33 (2.07%) NumPy
13 25 (1.57%) SpaCy
14 24 (1.50%) REST
15 19 (1.19%) Spring
16 18 (1.13%) RESTful
17 17 (1.06%) FastAPI
18 16 (1.00%) Flask
19 13 (0.81%) Node.js
Miscellaneous
1 109 (6.83%) AI Agents
2 99 (6.20%) Algorithms
3 97 (6.07%) Cloud Native
4 54 (3.38%) Product Ownership
5 46 (2.88%) Onboarding
6 43 (2.69%) Hedge funds
7 33 (2.07%) Distributed Systems
8 29 (1.82%) Data Structures
9 25 (1.57%) Blog
10 24 (1.50%) e-Learning
11 22 (1.38%) Management Information System
12 18 (1.13%) Credit Risk
12 18 (1.13%) Social Media
13 15 (0.94%) Self-Motivation
14 12 (0.75%) Analytical Mindset
14 12 (0.75%) Clustering
14 12 (0.75%) Hybrid Cloud
14 12 (0.75%) Life Science
14 12 (0.75%) Marketing Technology
14 12 (0.75%) Video\Live Streaming
Operating Systems
1 25 (1.57%) Linux
2 10 (0.63%) Windows
3 4 (0.25%) Embedded Linux
4 3 (0.19%) Apple iOS
5 2 (0.13%) Mac OS
5 2 (0.13%) Windows Server
6 1 (0.063%) Red Hat Enterprise Linux
6 1 (0.063%) Rocky
Processes & Methodologies
1 823 (51.53%) AI
2 754 (47.21%) Machine Learning
3 609 (38.13%) Analytics
4 288 (18.03%) CI/CD
5 287 (17.97%) Decision-Making
6 263 (16.47%) Software Engineering
7 250 (15.65%) Data Engineering
7 250 (15.65%) Problem-Solving
7 250 (15.65%) Roadmaps
8 249 (15.59%) Agile
9 246 (15.40%) Data Pipeline
10 226 (14.15%) Mentoring
11 220 (13.78%) Generative AI
12 210 (13.15%) Business Intelligence
13 194 (12.15%) Actionable Insight
14 190 (11.90%) MLOps
15 175 (10.96%) Continuous Improvement
16 174 (10.90%) Data Modelling
17 168 (10.52%) DevOps
18 164 (10.27%) LLM
Programming Languages
1 661 (41.39%) Python
2 471 (29.49%) SQL
3 95 (5.95%) Java
4 66 (4.13%) C++
5 59 (3.69%) JavaScript
6 55 (3.44%) C#
7 48 (3.01%) R
8 45 (2.82%) Scala
9 21 (1.31%) Bicep
9 21 (1.31%) C
10 20 (1.25%) TypeScript
11 13 (0.81%) Go
12 12 (0.75%) VBA
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 6 (0.38%) Groovy
14 6 (0.38%) Ruby
15 5 (0.31%) Julia
15 5 (0.31%) Rust
16 4 (0.25%) Bash
Qualifications
1 311 (19.47%) Degree
2 173 (10.83%) Security Cleared
3 87 (5.45%) DV Cleared
4 83 (5.20%) Master's Degree
5 77 (4.82%) SC Cleared
6 65 (4.07%) PhD
7 48 (3.01%) Computer Science Degree
8 39 (2.44%) Azure Certification
9 23 (1.44%) DBS Check
10 19 (1.19%) Microsoft Certification
11 17 (1.06%) BPSS Clearance
12 16 (1.00%) AWS Certification
12 16 (1.00%) SnowPro
13 9 (0.56%) Numerate Degree
13 9 (0.56%) PMI Certification
13 9 (0.56%) PMP
14 7 (0.44%) Postgraduate
15 5 (0.31%) Microsoft Certified Professional
16 4 (0.25%) CISSP
17 3 (0.19%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 207 (12.96%) Data Quality
2 39 (2.44%) QA
3 38 (2.38%) GDPR
4 25 (1.57%) Accessibility
5 14 (0.88%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 8 (0.50%) EU AI Act
8 3 (0.19%) IFRS
8 3 (0.19%) SOC 2
9 2 (0.13%) DICOM
9 2 (0.13%) HL7
9 2 (0.13%) IFRS 17
9 2 (0.13%) ISO/IEC 42001
9 2 (0.13%) Solvency II
9 2 (0.13%) WCAG
10 1 (0.063%) Good Clinical Practice
10 1 (0.063%) GRC
10 1 (0.063%) ISO 9001
10 1 (0.063%) ISO/IEC 20000
10 1 (0.063%) Software Quality Assurance
System Software
1 76 (4.76%) Docker
2 2 (0.13%) Active Directory
3 1 (0.063%) Firmware
3 1 (0.063%) IAG
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 69 (4.32%) 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
1 215 (13.46%) Databricks
2 134 (8.39%) Microsoft
3 93 (5.82%) Google
4 26 (1.63%) OpenAI
5 18 (1.13%) Oracle
6 17 (1.06%) Workday
7 15 (0.94%) LexisNexis
8 12 (0.75%) SAP
9 8 (0.50%) Infor
10 7 (0.44%) IBM
11 6 (0.38%) Foundry
11 6 (0.38%) HP
11 6 (0.38%) Salesforce
12 5 (0.31%) Alteryx
12 5 (0.31%) Mistral
12 5 (0.31%) YouTube
13 4 (0.25%) CA Agile Central
13 4 (0.25%) Revolut
14 3 (0.19%) Dataiku
14 3 (0.19%) New Relic