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

6 months to
20 Sep 2026
Same period 2025 Same period 2024
Rank 137 148 145
Rank change year-on-year +11 -3 -23
Permanent jobs citing Data Science 1,597 1,060 1,374
As % of all permanent jobs in the UK 1.37% 2.15% 1.76%
As % of the Processes & Methodologies category 1.88% 2.42% 2.17%
Number of salaries quoted 958 500 619
10th Percentile £44,680 £42,425 £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 £61,750
% change year-on-year +26.09% -6.88% -5.00%

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 84,898 43,727 63,303
As % of all permanent jobs advertised in the UK 73.06% 88.69% 81.28%
Number of salaries quoted 58,675 24,676 35,715
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £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 £96,313 £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 20 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 20 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 +13 1,489 £75,000 +3.45% 3,798
UK excluding London +5 793 £72,500 +26.09% 1,452
London +3 733 £85,000 - 2,587
Work from Home +40 478 £75,000 +15.38% 1,357
North of England +89 276 £75,013 +36.39% 366
North West +78 171 £75,000 +30.43% 221
South East -88 156 £70,000 +27.27% 362
Midlands +25 138 £60,000 -3.61% 167
South West -16 118 £60,000 -14.29% 193
East Midlands +19 83 £72,500 +81.25% 85
Yorkshire +19 73 £72,500 +31.26% 107
West Midlands -21 55 £35,000 -49.09% 82
East of England -35 38 £67,500 +12.50% 158
North East -34 32 £80,000 +68.42% 38
Scotland +14 31 £75,026 -10.40% 114
Wales -45 29 £75,000 +76.21% 61
Northern Ireland -75 7 £72,500 +81.25% 49

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 34 (2.13%) 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 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
1 362 (22.67%) AWS
2 340 (21.29%) Azure
3 193 (12.09%) GCP
4 150 (9.39%) Power Platform
5 105 (6.57%) Snowflake
6 75 (4.70%) Azure Data Factory
7 57 (3.57%) Serverless
8 53 (3.32%) 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 41 (2.57%) Azure Machine Learning
12 38 (2.38%) Azure DevOps
13 36 (2.25%) Azure Databricks
14 34 (2.13%) Amazon S3
14 34 (2.13%) dbt
15 33 (2.07%) GitHub
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
1 145 (9.08%) Power BI
2 113 (7.08%) Data Warehouse
3 97 (6.07%) Tableau
4 95 (5.95%) Data Lake
5 66 (4.13%) Metadata
6 64 (4.01%) Big Data
7 60 (3.76%) 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 36 (2.25%) Looker
12 35 (2.19%) Azure SQL Database
13 31 (1.94%) BigQuery
13 31 (1.94%) PostgreSQL
14 27 (1.69%) Hadoop
15 26 (1.63%) Data Mining
16 25 (1.57%) MongoDB
17 22 (1.38%) Spark SQL
18 20 (1.25%) Amazon QuickSight
Development Applications
1 100 (6.26%) Git
2 40 (2.50%) Claude Code
3 35 (2.19%) MLflow
4 12 (0.75%) JIRA
5 11 (0.69%) Jenkins
6 9 (0.56%) 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
1 425 (26.61%) Finance
2 335 (20.98%) Social Skills
3 304 (19.04%) Analytical Skills
4 143 (8.95%) Banking
5 137 (8.58%) Marketing
6 135 (8.45%) Inclusion and Diversity
7 98 (6.14%) 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 23 (1.44%) Games
17 22 (1.38%) Manufacturing
18 20 (1.25%) Back Office
19 14 (0.88%) Publishing
20 13 (0.81%) Military
Job Titles
1 618 (38.70%) Data Scientist
2 407 (25.49%) Senior
3 341 (21.35%) Senior Data Scientist
4 229 (14.34%) Lead
5 197 (12.34%) Data Engineer
6 102 (6.39%) 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
17 33 (2.07%) Machine Learning Scientist
18 30 (1.88%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 127 (7.95%) PyTorch
2 114 (7.14%) TensorFlow
3 82 (5.13%) scikit-learn
4 78 (4.88%) PySpark
5 74 (4.63%) LangChain
6 67 (4.20%) Kafka
7 60 (3.76%) Terraform
8 53 (3.32%) Pandas
9 49 (3.07%) LangGraph
10 36 (2.25%) Hugging Face
11 35 (2.19%) React
12 34 (2.13%) NumPy
13 30 (1.88%) .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 (6.76%) Cloud Native
2 106 (6.64%) AI Agents
3 101 (6.32%) Algorithms
4 54 (3.38%) Product Ownership
5 48 (3.01%) Onboarding
6 42 (2.63%) Distributed Systems
7 40 (2.50%) 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%) Public Cloud
13 19 (1.19%) Management Information System
14 18 (1.13%) Credit Risk
14 18 (1.13%) Social Media
15 15 (0.94%) Over-the-Top Content
15 15 (0.94%) Self-Motivation
16 13 (0.81%) Life Science
17 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
1 826 (51.72%) AI
2 766 (47.96%) Machine Learning
3 625 (39.14%) Analytics
4 294 (18.41%) CI/CD
5 292 (18.28%) Decision-Making
6 271 (16.97%) Data Engineering
7 269 (16.84%) Software Engineering
8 257 (16.09%) Problem-Solving
9 255 (15.97%) Data Pipeline
10 251 (15.72%) Roadmaps
11 250 (15.65%) Agile
12 228 (14.28%) Business Intelligence
13 226 (14.15%) Mentoring
14 219 (13.71%) Generative AI
15 195 (12.21%) MLOps
16 192 (12.02%) Actionable Insight
17 181 (11.33%) Data Modelling
18 174 (10.90%) Continuous Improvement
19 169 (10.58%) DevOps
20 158 (9.89%) LLM
Programming Languages
1 682 (42.71%) Python
2 482 (30.18%) SQL
3 94 (5.89%) Java
4 63 (3.94%) C++
5 56 (3.51%) JavaScript
6 53 (3.32%) Scala
7 51 (3.19%) C#
8 49 (3.07%) R
9 21 (1.31%) Bicep
9 21 (1.31%) 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 7 (0.44%) Groovy
14 7 (0.44%) Julia
15 6 (0.38%) Ruby
16 5 (0.31%) Rust
17 4 (0.25%) Bash
Qualifications
1 318 (19.91%) 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 28 (1.75%) 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
14 8 (0.50%) PMI Certification
14 8 (0.50%) PMP
15 7 (0.44%) 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 (2.50%) 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 78 (4.88%) 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 66 (4.13%) 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
1 233 (14.59%) Databricks
2 135 (8.45%) Microsoft
3 90 (5.64%) Google
4 25 (1.57%) OpenAI
5 18 (1.13%) Dell
6 17 (1.06%) 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