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

6 months to
25 Sep 2026
Same period 2025 Same period 2024
Rank 136 153 141
Rank change year-on-year +17 -12 -16
Permanent jobs citing Data Science 1,607 1,027 1,370
As % of all permanent jobs in the UK 1.37% 2.08% 1.78%
As % of the Processes & Methodologies category 1.88% 2.34% 2.19%
Number of salaries quoted 970 500 601
10th Percentile £44,727 £41,700 £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 £94,063 £90,000
90th Percentile £107,500 £115,000 £115,000
UK excluding London median annual salary £72,500 £57,500 £60,500
% change year-on-year +26.09% -4.96% -6.92%

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 85,591 43,838 62,686
As % of all permanent jobs advertised in the UK 73.02% 88.74% 81.52%
Number of salaries quoted 59,105 24,621 34,654
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 £57,560
Median % change year-on-year +9.09% -4.45% -4.07%
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 25 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 25 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 +16 1,493 £75,000 +5.49% 3,724
UK excluding London +7 800 £72,500 +26.09% 1,473
London +2 733 £85,000 - 2,494
Work from Home +53 485 £75,000 +15.38% 1,408
North of England +96 280 £75,026 +36.41% 377
North West +71 172 £75,000 +30.43% 221
South East -73 162 £70,000 +27.27% 364
Midlands +29 138 £60,000 - 172
South West -18 118 £60,000 -14.29% 198
East Midlands +19 83 £70,000 +75.00% 83
Yorkshire +23 75 £75,000 +35.79% 120
West Midlands -19 55 £41,494 -39.65% 89
East of England -26 33 £62,500 +4.17% 148
North East -42 33 £80,000 +68.42% 36
Scotland +14 32 £75,026 -10.40% 107
Wales -46 29 £75,000 +76.21% 56
Northern Ireland -82 8 £72,500 +81.25% 63

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 (6.97%) Apache Spark
2 45 (2.80%) Apache
3 27 (1.68%) Apache Airflow
4 15 (0.93%) SAS
5 10 (0.62%) SharePoint
6 7 (0.44%) Jupyter
7 6 (0.37%) Confluence
8 5 (0.31%) ColdFusion
9 2 (0.12%) Apache Pulsar
9 2 (0.12%) Luigi
9 2 (0.12%) Oracle Application Server
9 2 (0.12%) Tornado
10 1 (0.062%) Apache Superset
10 1 (0.062%) ArcGIS
10 1 (0.062%) GeoServer
10 1 (0.062%) R Markdown
Applications
1 51 (3.17%) 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 (0.12%) Final Cut Pro
7 1 (0.062%) Microsoft Project
7 1 (0.062%) Simulink
7 1 (0.062%) Trello
Business Applications
1 6 (0.37%) Infor M3
2 1 (0.062%) Academy Revenues and Benefits
2 1 (0.062%) HFM
2 1 (0.062%) Oracle EBS
2 1 (0.062%) Oracle ERP
Cloud Services
1 352 (21.90%) AWS
2 332 (20.66%) Azure
3 186 (11.57%) GCP
4 139 (8.65%) Power Platform
5 90 (5.60%) Snowflake
6 75 (4.67%) Azure Data Factory
7 57 (3.55%) Serverless
8 52 (3.24%) Anthropic Claude
9 49 (3.05%) Amazon Bedrock
9 49 (3.05%) SaaS
10 46 (2.86%) AWS Lambda
11 44 (2.74%) Azure Machine Learning
12 43 (2.68%) Azure Synapse Analytics
13 39 (2.43%) Azure DevOps
14 36 (2.24%) Azure Databricks
15 34 (2.12%) GitHub
16 33 (2.05%) Amazon S3
17 27 (1.68%) Microsoft Purview
18 25 (1.56%) dbt
19 20 (1.24%) Google Analytics
Communications & Networking
1 29 (1.80%) Broadband
2 7 (0.44%) 5G
3 6 (0.37%) BGP
3 6 (0.37%) DNS
3 6 (0.37%) IPsec
3 6 (0.37%) VPN
4 5 (0.31%) Internet
5 3 (0.19%) Software-Defined Radio
6 2 (0.12%) Firewall
7 1 (0.062%) HTTP
7 1 (0.062%) SMS
Database & Business Intelligence
1 134 (8.34%) Power BI
2 96 (5.97%) Data Warehouse
3 86 (5.35%) Tableau
4 77 (4.79%) Data Lake
5 68 (4.23%) Metadata
6 65 (4.04%) Big Data
7 53 (3.30%) NoSQL
8 51 (3.17%) Amazon Redshift
9 39 (2.43%) Relational Database
10 38 (2.36%) Delta Lake
10 38 (2.36%) SQL Server
11 35 (2.18%) Azure SQL Database
12 31 (1.93%) PostgreSQL
13 28 (1.74%) Looker
14 27 (1.68%) Hadoop
15 26 (1.62%) Data Mining
16 24 (1.49%) MongoDB
17 23 (1.43%) BigQuery
18 22 (1.37%) Spark SQL
19 20 (1.24%) Amazon QuickSight
Development Applications
1 100 (6.22%) Git
2 43 (2.68%) Claude Code
3 27 (1.68%) MLflow
4 12 (0.75%) JIRA
5 11 (0.68%) Jenkins
6 8 (0.50%) GitLab
7 5 (0.31%) Visual Studio Code
8 4 (0.25%) Octopus Deploy
9 2 (0.12%) JUnit
9 2 (0.12%) TeamCity
10 1 (0.062%) NUnit
10 1 (0.062%) Selenium
10 1 (0.062%) Yeoman
General
1 439 (27.32%) Finance
2 336 (20.91%) Social Skills
3 293 (18.23%) Analytical Skills
4 148 (9.21%) Banking
5 138 (8.59%) Inclusion and Diversity
6 136 (8.46%) Marketing
7 95 (5.91%) Retail
8 88 (5.48%) Public Sector
9 85 (5.29%) Law
10 50 (3.11%) Legal
11 42 (2.61%) Influencing Skills
12 37 (2.30%) Financial Institution
13 34 (2.12%) Organisational Skills
14 29 (1.80%) Advertising
15 27 (1.68%) Presentation Skills
16 24 (1.49%) Games
16 24 (1.49%) Manufacturing
17 20 (1.24%) Back Office
18 14 (0.87%) Publishing
19 13 (0.81%) Military
Job Titles
1 630 (39.20%) Data Scientist
2 409 (25.45%) Senior
3 347 (21.59%) Senior Data Scientist
4 233 (14.50%) Lead
5 195 (12.13%) Data Engineer
6 103 (6.41%) Lead Data Scientist
7 99 (6.16%) Software Engineer
8 89 (5.54%) Architect
9 78 (4.85%) Analyst
10 68 (4.23%) Developer
11 59 (3.67%) Artificial Intelligence Engineer
12 45 (2.80%) Consultant
13 42 (2.61%) Senior Data Engineer
14 39 (2.43%) Data Analyst
14 39 (2.43%) Research Scientist
15 38 (2.36%) Enterprise Architect
16 36 (2.24%) Finance Manager
17 35 (2.18%) Data Architect
18 32 (1.99%) Machine Learning Scientist
19 31 (1.93%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 114 (7.09%) PyTorch
2 103 (6.41%) TensorFlow
3 79 (4.92%) PySpark
4 70 (4.36%) scikit-learn
5 64 (3.98%) LangChain
6 62 (3.86%) Terraform
7 56 (3.48%) Kafka
8 51 (3.17%) Pandas
9 49 (3.05%) LangGraph
10 37 (2.30%) Hugging Face
11 36 (2.24%) React
12 34 (2.12%) .NET
12 34 (2.12%) NumPy
13 25 (1.56%) REST
13 25 (1.56%) SpaCy
14 20 (1.24%) Spring
15 19 (1.18%) FastAPI
16 18 (1.12%) Flask
16 18 (1.12%) RESTful
17 13 (0.81%) Django
Miscellaneous
1 111 (6.91%) AI Agents
2 99 (6.16%) Cloud Native
3 98 (6.10%) Algorithms
4 55 (3.42%) Product Ownership
5 46 (2.86%) Onboarding
6 43 (2.68%) Hedge funds
7 42 (2.61%) Distributed Systems
8 29 (1.80%) Data Structures
9 25 (1.56%) Blog
10 24 (1.49%) e-Learning
11 22 (1.37%) Management Information System
12 21 (1.31%) Video\Live Streaming
13 19 (1.18%) Credit Risk
14 18 (1.12%) Social Media
15 15 (0.93%) Self-Motivation
16 14 (0.87%) Over-the-Top Content
17 12 (0.75%) Analytical Mindset
17 12 (0.75%) Clustering
17 12 (0.75%) Hybrid Cloud
17 12 (0.75%) Marketing Technology
Operating Systems
1 24 (1.49%) Linux
2 10 (0.62%) Windows
3 3 (0.19%) Apple iOS
3 3 (0.19%) Embedded Linux
4 2 (0.12%) Mac OS
4 2 (0.12%) Windows Server
5 1 (0.062%) Red Hat Enterprise Linux
5 1 (0.062%) Rocky
Processes & Methodologies
1 821 (51.09%) AI
2 769 (47.85%) Machine Learning
3 612 (38.08%) Analytics
4 298 (18.54%) CI/CD
5 289 (17.98%) Decision-Making
6 272 (16.93%) Software Engineering
7 258 (16.05%) Problem-Solving
8 252 (15.68%) Agile
8 252 (15.68%) Roadmaps
9 251 (15.62%) Data Engineering
10 247 (15.37%) Data Pipeline
11 229 (14.25%) Mentoring
12 217 (13.50%) Generative AI
13 212 (13.19%) Business Intelligence
14 194 (12.07%) Actionable Insight
15 189 (11.76%) MLOps
16 175 (10.89%) Continuous Improvement
17 174 (10.83%) Data Modelling
18 169 (10.52%) DevOps
19 163 (10.14%) LLM
Programming Languages
1 678 (42.19%) Python
2 476 (29.62%) SQL
3 95 (5.91%) Java
4 63 (3.92%) C++
5 57 (3.55%) JavaScript
6 55 (3.42%) C#
7 54 (3.36%) Scala
8 49 (3.05%) R
9 21 (1.31%) Bicep
9 21 (1.31%) Go
10 20 (1.24%) C
11 18 (1.12%) TypeScript
12 13 (0.81%) VBA
13 10 (0.62%) Kotlin
13 10 (0.62%) PHP
14 6 (0.37%) Groovy
14 6 (0.37%) Julia
14 6 (0.37%) Ruby
15 5 (0.31%) Rust
16 4 (0.25%) Bash
Qualifications
1 312 (19.42%) Degree
2 175 (10.89%) Security Cleared
3 87 (5.41%) DV Cleared
4 83 (5.16%) Master's Degree
5 79 (4.92%) SC Cleared
6 65 (4.04%) PhD
7 48 (2.99%) Computer Science Degree
8 39 (2.43%) Azure Certification
9 25 (1.56%) DBS Check
10 19 (1.18%) 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
1 208 (12.94%) Data Quality
2 40 (2.49%) QA
3 36 (2.24%) GDPR
4 25 (1.56%) Accessibility
5 14 (0.87%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 7 (0.44%) EU AI Act
8 3 (0.19%) IFRS
8 3 (0.19%) SOC 2
9 2 (0.12%) DICOM
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 (0.062%) GAAP
10 1 (0.062%) Good Clinical Practice
10 1 (0.062%) GRC
10 1 (0.062%) ISO 9001
10 1 (0.062%) ISO/IEC 20000
System Software
1 83 (5.16%) Docker
2 2 (0.12%) Active Directory
3 1 (0.062%) Firmware
3 1 (0.062%) IAG
3 1 (0.062%) Virtual Desktop
3 1 (0.062%) Virtual Machines
3 1 (0.062%) VMware ESXi
3 1 (0.062%) VMware Infrastructure
3 1 (0.062%) vSphere
Systems Management
1 69 (4.29%) Kubernetes
2 12 (0.75%) Kubeflow
3 6 (0.37%) Hadoop YARN
4 5 (0.31%) Ansible
5 4 (0.25%) Argo
6 3 (0.19%) Grafana
6 3 (0.19%) Kibana
7 2 (0.12%) Computer Emergency Response Teams
7 2 (0.12%) Computer Incident Response Team
7 2 (0.12%) Jamf Pro
7 2 (0.12%) Prometheus
8 1 (0.062%) Puppet
Vendors
1 217 (13.50%) Databricks
2 135 (8.40%) Microsoft
3 94 (5.85%) Google
4 25 (1.56%) OpenAI
5 17 (1.06%) Oracle
5 17 (1.06%) Workday
6 14 (0.87%) LexisNexis
7 12 (0.75%) SAP
8 9 (0.56%) Typelevel
9 8 (0.50%) Infor
10 7 (0.44%) IBM
11 6 (0.37%) Foundry
11 6 (0.37%) HP
11 6 (0.37%) Salesforce
12 5 (0.31%) Alteryx
12 5 (0.31%) YouTube
13 4 (0.25%) CA Agile Central
13 4 (0.25%) Mistral
13 4 (0.25%) Revolut
14 3 (0.19%) New Relic