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

6 months to
23 Sep 2026
Same period 2025 Same period 2024
Rank 137 152 144
Rank change year-on-year +15 -8 -22
Permanent jobs citing Data Science 1,602 1,055 1,341
As % of all permanent jobs in the UK 1.37% 2.15% 1.78%
As % of the Processes & Methodologies category 1.88% 2.43% 2.19%
Number of salaries quoted 969 497 599
10th Percentile £44,512 £42,200 £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% -4.76%
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 85,252 43,434 61,296
As % of all permanent jobs advertised in the UK 73.06% 88.68% 81.27%
Number of salaries quoted 58,899 24,470 34,327
10th Percentile £31,250 £28,500 £32,500
25th Percentile £42,000 £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 23 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 23 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 +20 1,489 £75,000 +5.35% 3,554
UK excluding London +8 796 £72,500 +26.09% 1,554
London +2 732 £85,000 - 2,238
Work from Home +44 485 £75,000 +15.38% 1,343
North of England +96 278 £75,026 +36.41% 413
North West +74 170 £75,000 +30.43% 244
South East -84 160 £70,000 +27.27% 384
Midlands +13 139 £60,000 -3.61% 185
South West -19 117 £60,000 -14.29% 217
East Midlands +21 84 £70,000 +75.00% 94
Yorkshire +21 76 £75,000 +35.79% 127
West Midlands -14 55 £35,000 -49.09% 91
East of England -43 33 £67,500 +12.50% 150
Scotland +15 32 £75,026 -10.40% 110
North East -42 32 £80,000 +68.42% 42
Wales -54 29 £75,000 +76.21% 61
Northern Ireland -76 8 £72,500 +81.25% 50

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
1 111 (6.93%) Apache Spark
2 45 (2.81%) Apache
3 26 (1.62%) Apache Airflow
4 15 (0.94%) 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 (3.18%) 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
1 353 (22.03%) AWS
2 332 (20.72%) Azure
3 186 (11.61%) GCP
4 141 (8.80%) Power Platform
5 90 (5.62%) Snowflake
6 76 (4.74%) Azure Data Factory
7 57 (3.56%) Serverless
8 52 (3.25%) Anthropic Claude
9 49 (3.06%) Amazon Bedrock
10 48 (3.00%) SaaS
11 46 (2.87%) AWS Lambda
12 43 (2.68%) Azure Synapse Analytics
13 42 (2.62%) Azure Machine Learning
14 39 (2.43%) Azure DevOps
15 36 (2.25%) Azure Databricks
16 34 (2.12%) GitHub
17 33 (2.06%) Amazon S3
18 27 (1.69%) Microsoft Purview
19 25 (1.56%) dbt
20 20 (1.25%) Cloud Computing
Communications & Networking
1 30 (1.87%) 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 4 (0.25%) Software-Defined Radio
6 2 (0.12%) Firewall
7 1 (0.062%) HTTP
7 1 (0.062%) SMS
Database & Business Intelligence
1 136 (8.49%) Power BI
2 97 (6.05%) Data Warehouse
3 87 (5.43%) Tableau
4 77 (4.81%) Data Lake
5 67 (4.18%) Metadata
6 64 (4.00%) Big Data
7 54 (3.37%) NoSQL
8 51 (3.18%) Amazon Redshift
9 39 (2.43%) Relational Database
10 38 (2.37%) Delta Lake
11 37 (2.31%) SQL Server
12 35 (2.18%) Azure SQL Database
13 31 (1.94%) PostgreSQL
14 27 (1.69%) Hadoop
14 27 (1.69%) Looker
15 26 (1.62%) Data Mining
16 25 (1.56%) MongoDB
17 23 (1.44%) BigQuery
18 22 (1.37%) Spark SQL
19 20 (1.25%) Data Vault
Development Applications
1 100 (6.24%) Git
2 43 (2.68%) Claude Code
3 24 (1.50%) 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 (0.12%) JUnit
9 2 (0.12%) TeamCity
10 1 (0.062%) NUnit
10 1 (0.062%) Selenium
10 1 (0.062%) Yeoman
General
1 436 (27.22%) Finance
2 334 (20.85%) Social Skills
3 294 (18.35%) Analytical Skills
4 148 (9.24%) Banking
5 136 (8.49%) Inclusion and Diversity
5 136 (8.49%) Marketing
6 95 (5.93%) Retail
7 87 (5.43%) Public Sector
8 84 (5.24%) Law
9 48 (3.00%) Legal
10 40 (2.50%) Influencing Skills
11 37 (2.31%) Financial Institution
12 34 (2.12%) Organisational Skills
13 29 (1.81%) Advertising
14 26 (1.62%) Presentation Skills
15 24 (1.50%) Games
16 22 (1.37%) Manufacturing
17 20 (1.25%) Back Office
18 14 (0.87%) Publishing
19 13 (0.81%) Military
Job Titles
1 625 (39.01%) Data Scientist
2 403 (25.16%) Senior
3 345 (21.54%) Senior Data Scientist
4 232 (14.48%) Lead
5 199 (12.42%) Data Engineer
6 103 (6.43%) Lead Data Scientist
7 99 (6.18%) Software Engineer
8 88 (5.49%) Architect
9 77 (4.81%) Analyst
10 68 (4.24%) Developer
11 58 (3.62%) Artificial Intelligence Engineer
12 45 (2.81%) Consultant
13 42 (2.62%) Senior Data Engineer
14 40 (2.50%) Research Scientist
15 39 (2.43%) Data Analyst
16 38 (2.37%) Enterprise Architect
17 36 (2.25%) Finance Manager
18 35 (2.18%) Data Architect
19 33 (2.06%) Machine Learning Scientist
20 32 (2.00%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 115 (7.18%) PyTorch
2 103 (6.43%) TensorFlow
3 79 (4.93%) PySpark
4 71 (4.43%) scikit-learn
5 64 (4.00%) LangChain
6 61 (3.81%) Terraform
7 57 (3.56%) Kafka
8 52 (3.25%) Pandas
9 49 (3.06%) LangGraph
10 36 (2.25%) Hugging Face
11 35 (2.18%) React
12 34 (2.12%) NumPy
13 33 (2.06%) .NET
14 25 (1.56%) REST
14 25 (1.56%) SpaCy
15 20 (1.25%) Spring
16 19 (1.19%) FastAPI
17 18 (1.12%) Flask
17 18 (1.12%) RESTful
18 14 (0.87%) Apache NiFi
Miscellaneous
1 111 (6.93%) AI Agents
2 101 (6.30%) Algorithms
3 99 (6.18%) Cloud Native
4 55 (3.43%) Product Ownership
5 47 (2.93%) Onboarding
6 43 (2.68%) Hedge funds
7 42 (2.62%) Distributed Systems
8 29 (1.81%) Data Structures
9 25 (1.56%) Blog
10 24 (1.50%) e-Learning
11 22 (1.37%) Video\Live Streaming
12 21 (1.31%) Management Information System
13 18 (1.12%) Credit Risk
13 18 (1.12%) Social Media
14 15 (0.94%) Over-the-Top Content
14 15 (0.94%) Self-Motivation
15 12 (0.75%) Analytical Mindset
15 12 (0.75%) Hybrid Cloud
15 12 (0.75%) Life Science
15 12 (0.75%) Marketing Technology
Operating Systems
1 24 (1.50%) 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
1 819 (51.12%) AI
2 762 (47.57%) Machine Learning
3 611 (38.14%) Analytics
4 296 (18.48%) CI/CD
5 288 (17.98%) Decision-Making
6 271 (16.92%) Software Engineering
7 257 (16.04%) Problem-Solving
8 255 (15.92%) Data Engineering
9 253 (15.79%) Agile
9 253 (15.79%) Roadmaps
10 250 (15.61%) Data Pipeline
11 229 (14.29%) Mentoring
12 217 (13.55%) Generative AI
13 214 (13.36%) Business Intelligence
14 193 (12.05%) Actionable Insight
15 187 (11.67%) MLOps
16 176 (10.99%) Continuous Improvement
17 174 (10.86%) Data Modelling
18 171 (10.67%) DevOps
19 161 (10.05%) LLM
Programming Languages
1 677 (42.26%) Python
2 476 (29.71%) SQL
3 95 (5.93%) Java
4 63 (3.93%) C++
5 56 (3.50%) JavaScript
6 54 (3.37%) C#
7 53 (3.31%) Scala
8 50 (3.12%) R
9 21 (1.31%) Bicep
9 21 (1.31%) Go
10 20 (1.25%) C
11 18 (1.12%) TypeScript
12 13 (0.81%) VBA
13 10 (0.62%) Kotlin
13 10 (0.62%) PHP
14 7 (0.44%) Groovy
14 7 (0.44%) Julia
15 6 (0.37%) Ruby
16 5 (0.31%) Rust
17 4 (0.25%) Bash
Qualifications
1 312 (19.48%) Degree
2 176 (10.99%) Security Cleared
3 89 (5.56%) DV Cleared
4 82 (5.12%) Master's Degree
5 78 (4.87%) SC Cleared
6 65 (4.06%) PhD
7 47 (2.93%) Computer Science Degree
8 39 (2.43%) 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
1 210 (13.11%) Data Quality
2 40 (2.50%) QA
3 34 (2.12%) GDPR
4 24 (1.50%) Accessibility
5 14 (0.87%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 6 (0.37%) 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 81 (5.06%) Docker
2 2 (0.12%) Active Directory
2 2 (0.12%) IAG
3 1 (0.062%) Firmware
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 67 (4.18%) 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
1 218 (13.61%) Databricks
2 134 (8.36%) Microsoft
3 93 (5.81%) Google
4 25 (1.56%) OpenAI
5 17 (1.06%) Oracle
6 16 (1.00%) Workday
7 14 (0.87%) LexisNexis
8 12 (0.75%) SAP
9 9 (0.56%) Typelevel
10 8 (0.50%) Infor
11 7 (0.44%) IBM
12 6 (0.37%) Foundry
12 6 (0.37%) HP
12 6 (0.37%) Salesforce
13 5 (0.31%) Alteryx
13 5 (0.31%) YouTube
14 4 (0.25%) CA Agile Central
14 4 (0.25%) Mistral
14 4 (0.25%) Revolut
15 3 (0.19%) Dataiku