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

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 134 147 144
Rank change year-on-year +13 -3 -25
Permanent jobs citing Data Science 1,597 1,060 1,369
As % of all permanent jobs in the UK 1.37% 2.16% 1.77%
As % of the Processes & Methodologies category 1.88% 2.43% 2.17%
Number of salaries quoted 959 498 614
10th Percentile £44,703 £42,275 £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 £94,688 £90,000
90th Percentile £107,500 £115,000 £114,250
UK excluding London median annual salary £72,500 £57,500 £61,000
% change year-on-year +26.09% -5.74% -6.15%

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 84,797 43,558 63,026
As % of all permanent jobs advertised in the UK 73.01% 88.68% 81.33%
Number of salaries quoted 58,554 24,566 35,554
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,781 £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 £96,250 £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 21 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 21 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 +14 1,489 £75,000 +3.45% 4,623
UK excluding London +13 794 £72,500 +26.09% 1,756
London +4 732 £85,000 - 3,167
Work from Home +41 477 £75,000 +15.38% 1,799
North of England +85 277 £75,026 +36.41% 436
North West +65 171 £75,000 +30.43% 268
South East -86 158 £70,000 +27.27% 428
Midlands +22 138 £60,000 -3.61% 198
South West -15 117 £60,000 -14.29% 236
East Midlands +21 83 £67,500 +68.75% 92
Yorkshire +20 74 £75,000 +35.79% 125
West Midlands -22 55 £35,000 -49.09% 106
East of England -38 37 £67,500 +12.50% 192
North East -32 32 £80,000 +68.42% 43
Scotland +15 31 £75,026 -10.40% 151
Wales -48 29 £75,000 +76.21% 70
Northern Ireland -75 7 £72,500 +81.25% 62

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
1 118 (7.39%) Apache Spark
2 43 (2.69%) Apache
3 32 (2.00%) 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%) 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 51 (3.19%) 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 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
1 358 (22.42%) AWS
2 338 (21.16%) Azure
3 190 (11.90%) GCP
4 148 (9.27%) Power Platform
5 103 (6.45%) Snowflake
6 75 (4.70%) Azure Data Factory
7 57 (3.57%) Serverless
8 51 (3.19%) Azure Synapse Analytics
9 48 (3.01%) Anthropic Claude
10 46 (2.88%) Amazon Bedrock
10 46 (2.88%) AWS Lambda
10 46 (2.88%) SaaS
11 42 (2.63%) Azure Machine Learning
12 38 (2.38%) Azure DevOps
13 36 (2.25%) Azure Databricks
14 33 (2.07%) Amazon S3
14 33 (2.07%) GitHub
15 32 (2.00%) dbt
16 27 (1.69%) Microsoft Purview
17 20 (1.25%) Amazon EC2
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
1 143 (8.95%) Power BI
2 111 (6.95%) Data Warehouse
3 95 (5.95%) Tableau
4 93 (5.82%) Data Lake
5 66 (4.13%) Metadata
6 64 (4.01%) Big Data
7 58 (3.63%) Amazon Redshift
8 55 (3.44%) NoSQL
9 38 (2.38%) Delta Lake
10 37 (2.32%) Relational Database
10 37 (2.32%) SQL Server
11 35 (2.19%) Azure SQL Database
12 34 (2.13%) Looker
13 31 (1.94%) PostgreSQL
14 29 (1.82%) BigQuery
15 27 (1.69%) Hadoop
16 26 (1.63%) Data Mining
17 25 (1.57%) MongoDB
18 22 (1.38%) Spark SQL
19 20 (1.25%) Amazon QuickSight
Development Applications
1 100 (6.26%) Git
2 40 (2.50%) Claude Code
3 33 (2.07%) MLflow
4 12 (0.75%) JIRA
5 11 (0.69%) Jenkins
6 8 (0.50%) GitLab
7 5 (0.31%) Visual Studio Code
8 4 (0.25%) Octopus Deploy
9 2 (0.13%) JUnit
9 2 (0.13%) TeamCity
10 1 (0.063%) NUnit
10 1 (0.063%) Selenium
10 1 (0.063%) Yeoman
General
1 426 (26.68%) Finance
2 335 (20.98%) Social Skills
3 301 (18.85%) Analytical Skills
4 143 (8.95%) Banking
5 136 (8.52%) Marketing
6 135 (8.45%) Inclusion and Diversity
7 96 (6.01%) Retail
8 85 (5.32%) Public Sector
9 83 (5.20%) Law
10 45 (2.82%) Legal
11 40 (2.50%) Influencing Skills
12 36 (2.25%) Financial Institution
13 34 (2.13%) Organisational Skills
14 29 (1.82%) Advertising
15 25 (1.57%) Presentation Skills
16 24 (1.50%) Games
17 23 (1.44%) Manufacturing
18 20 (1.25%) Back Office
19 14 (0.88%) Publishing
20 13 (0.81%) Military
Job Titles
1 620 (38.82%) Data Scientist
2 408 (25.55%) Senior
3 342 (21.42%) Senior Data Scientist
4 229 (14.34%) Lead
5 197 (12.34%) Data Engineer
6 101 (6.32%) Lead Data Scientist
7 99 (6.20%) Software Engineer
8 84 (5.26%) Architect
9 75 (4.70%) Analyst
10 68 (4.26%) Developer
11 58 (3.63%) 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
18 32 (2.00%) Machine Learning Scientist
19 30 (1.88%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 124 (7.76%) PyTorch
2 112 (7.01%) TensorFlow
3 79 (4.95%) scikit-learn
4 78 (4.88%) PySpark
5 72 (4.51%) LangChain
6 65 (4.07%) Kafka
7 60 (3.76%) Terraform
8 52 (3.26%) Pandas
9 49 (3.07%) LangGraph
10 36 (2.25%) 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%) REST
16 21 (1.31%) LlamaIndex
17 20 (1.25%) Spring
18 19 (1.19%) FastAPI
19 18 (1.13%) Flask
19 18 (1.13%) RESTful
Miscellaneous
1 106 (6.64%) AI Agents
1 106 (6.64%) Cloud Native
2 101 (6.32%) Algorithms
3 54 (3.38%) Product Ownership
4 47 (2.94%) Onboarding
5 42 (2.63%) Distributed Systems
6 40 (2.50%) Hedge funds
7 29 (1.82%) Data Structures
8 25 (1.57%) Blog
9 23 (1.44%) e-Learning
10 22 (1.38%) Video\Live Streaming
11 20 (1.25%) Clustering
11 20 (1.25%) Management Information System
12 18 (1.13%) Credit Risk
12 18 (1.13%) Public Cloud
12 18 (1.13%) Social Media
13 15 (0.94%) Over-the-Top Content
13 15 (0.94%) Self-Motivation
14 13 (0.81%) Life Science
15 12 (0.75%) Analytical Mindset
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
1 824 (51.60%) AI
2 763 (47.78%) Machine Learning
3 621 (38.89%) Analytics
4 293 (18.35%) CI/CD
5 292 (18.28%) Decision-Making
6 269 (16.84%) Data Engineering
6 269 (16.84%) Software Engineering
7 256 (16.03%) Problem-Solving
8 253 (15.84%) Data Pipeline
9 251 (15.72%) Agile
10 250 (15.65%) Roadmaps
11 227 (14.21%) Business Intelligence
11 227 (14.21%) Mentoring
12 218 (13.65%) Generative AI
13 193 (12.09%) MLOps
14 192 (12.02%) Actionable Insight
15 179 (11.21%) Data Modelling
16 175 (10.96%) Continuous Improvement
17 169 (10.58%) DevOps
18 158 (9.89%) LLM
Programming Languages
1 679 (42.52%) Python
2 480 (30.06%) SQL
3 94 (5.89%) Java
4 63 (3.94%) C++
5 56 (3.51%) JavaScript
6 52 (3.26%) C#
6 52 (3.26%) Scala
7 49 (3.07%) R
8 21 (1.31%) Bicep
8 21 (1.31%) Go
9 20 (1.25%) C
10 16 (1.00%) TypeScript
11 13 (0.81%) VBA
12 10 (0.63%) Kotlin
12 10 (0.63%) PHP
13 7 (0.44%) Groovy
13 7 (0.44%) Julia
14 6 (0.38%) Ruby
15 5 (0.31%) Rust
16 4 (0.25%) Bash
Qualifications
1 317 (19.85%) Degree
2 174 (10.90%) Security Cleared
3 89 (5.57%) DV Cleared
4 81 (5.07%) 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 27 (1.69%) 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
1 206 (12.90%) Data Quality
2 41 (2.57%) GDPR
3 40 (2.50%) QA
4 24 (1.50%) Accessibility
5 14 (0.88%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 8 (0.50%) 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%) GRC
11 1 (0.063%) ISO 9001
11 1 (0.063%) ISO/IEC 20000
System Software
1 77 (4.82%) 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 65 (4.07%) 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
1 230 (14.40%) Databricks
2 135 (8.45%) Microsoft
3 89 (5.57%) Google
4 25 (1.57%) OpenAI
5 17 (1.06%) Oracle
6 16 (1.00%) Dell
7 15 (0.94%) Workday
8 14 (0.88%) LexisNexis
9 12 (0.75%) SAP
10 10 (0.63%) Teradata
11 9 (0.56%) Informatica
11 9 (0.56%) Typelevel
12 8 (0.50%) Cloudera
12 8 (0.50%) Denodo
13 7 (0.44%) IBM
13 7 (0.44%) Infor
14 6 (0.38%) Foundry
14 6 (0.38%) HP
14 6 (0.38%) Salesforce
15 5 (0.31%) Alteryx