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

6 months to
17 Sep 2026
Same period 2025 Same period 2024
Rank 136 148 149
Rank change year-on-year +12 +1 -24
Permanent jobs citing Data Science 1,596 1,064 1,370
As % of all permanent jobs in the UK 1.39% 2.16% 1.76%
As % of the Processes & Methodologies category 1.90% 2.43% 2.17%
Number of salaries quoted 960 503 618
10th Percentile £44,514 £41,900 £42,500
25th Percentile £55,000 £53,125 £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 £118,500 £115,000
UK excluding London median annual salary £70,000 £57,500 £62,500
% change year-on-year +21.74% -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 83,912 43,812 63,193
As % of all permanent jobs advertised in the UK 73.03% 88.75% 81.16%
Number of salaries quoted 58,112 24,707 35,897
10th Percentile £31,250 £28,500 £32,000
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 17 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 17 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 +17 1,487 £75,000 +3.45% 3,992
UK excluding London +6 792 £70,000 +21.74% 1,530
London +4 732 £85,000 - 2,706
Work from Home +53 479 £75,000 +15.38% 1,412
North of England +98 274 £75,000 +36.36% 396
North West +77 172 £75,000 +30.43% 239
South East -84 155 £70,000 +27.27% 374
Midlands +28 136 £60,000 -7.34% 177
South West -21 119 £60,000 -14.29% 192
East Midlands +11 82 £70,000 +75.00% 88
Yorkshire +15 71 £72,500 +31.54% 116
West Midlands -13 54 £35,000 -49.09% 89
East of England -29 41 £67,500 +12.50% 163
Scotland 0 31 £75,026 -10.40% 127
North East -38 31 £80,000 +68.42% 41
Wales -50 29 £75,000 +76.21% 73
Northern Ireland -68 7 £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
1 122 (7.64%) Apache Spark
2 43 (2.69%) Apache
3 39 (2.44%) 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%) GeoServer
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%) R Markdown
Applications
1 51 (3.20%) 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%) 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
1 371 (23.25%) AWS
2 344 (21.55%) Azure
3 198 (12.41%) GCP
4 155 (9.71%) Power Platform
5 113 (7.08%) Snowflake
6 75 (4.70%) Azure Data Factory
7 60 (3.76%) Serverless
8 58 (3.63%) Azure Synapse Analytics
9 48 (3.01%) Anthropic Claude
10 47 (2.94%) Amazon Bedrock
10 47 (2.94%) AWS Lambda
11 45 (2.82%) SaaS
12 41 (2.57%) Azure Machine Learning
13 39 (2.44%) dbt
14 36 (2.26%) Azure DevOps
15 35 (2.19%) Amazon S3
15 35 (2.19%) Azure Databricks
16 31 (1.94%) GitHub
17 26 (1.63%) Microsoft Purview
18 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
1 149 (9.34%) Power BI
2 122 (7.64%) Data Warehouse
3 103 (6.45%) Data Lake
4 99 (6.20%) Tableau
5 65 (4.07%) Metadata
6 64 (4.01%) Amazon Redshift
7 61 (3.82%) Big Data
8 54 (3.38%) NoSQL
9 41 (2.57%) Looker
10 37 (2.32%) Relational Database
10 37 (2.32%) SQL Server
11 36 (2.26%) BigQuery
11 36 (2.26%) Delta Lake
12 34 (2.13%) Azure SQL Database
13 32 (2.01%) PostgreSQL
14 27 (1.69%) Data Mining
14 27 (1.69%) Hadoop
15 25 (1.57%) MongoDB
16 22 (1.38%) Elasticsearch
17 21 (1.32%) Spark SQL
Development Applications
1 98 (6.14%) Git
2 39 (2.44%) Claude Code
2 39 (2.44%) MLflow
3 13 (0.81%) JIRA
4 11 (0.69%) Jenkins
5 9 (0.56%) GitLab
6 5 (0.31%) Visual Studio Code
7 3 (0.19%) 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
1 430 (26.94%) Finance
2 335 (20.99%) Social Skills
3 308 (19.30%) Analytical Skills
4 143 (8.96%) Banking
5 135 (8.46%) Marketing
6 134 (8.40%) Inclusion and Diversity
7 97 (6.08%) Retail
8 87 (5.45%) Public Sector
9 82 (5.14%) Law
10 45 (2.82%) Legal
11 38 (2.38%) Influencing Skills
12 36 (2.26%) Financial Institution
13 34 (2.13%) Organisational Skills
14 30 (1.88%) Advertising
15 26 (1.63%) Presentation Skills
16 22 (1.38%) Games
17 21 (1.32%) Manufacturing
18 20 (1.25%) Back Office
19 14 (0.88%) Publishing
20 13 (0.81%) Pharmaceutical
Job Titles
1 613 (38.41%) Data Scientist
2 404 (25.31%) Senior
3 337 (21.12%) Senior Data Scientist
4 231 (14.47%) Lead
5 197 (12.34%) Data Engineer
6 101 (6.33%) Lead Data Scientist
7 99 (6.20%) Software Engineer
8 85 (5.33%) Architect
9 73 (4.57%) Analyst
10 69 (4.32%) Developer
11 57 (3.57%) Artificial Intelligence Engineer
12 45 (2.82%) Consultant
13 41 (2.57%) Senior Data Engineer
14 38 (2.38%) Research Scientist
15 36 (2.26%) Data Analyst
16 35 (2.19%) Data Architect
16 35 (2.19%) Enterprise Architect
17 33 (2.07%) Finance Manager
18 31 (1.94%) Machine Learning Scientist
18 31 (1.94%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 132 (8.27%) PyTorch
2 119 (7.46%) TensorFlow
3 87 (5.45%) scikit-learn
4 79 (4.95%) LangChain
5 76 (4.76%) PySpark
6 70 (4.39%) Kafka
7 63 (3.95%) Terraform
8 54 (3.38%) Pandas
9 49 (3.07%) LangGraph
10 36 (2.26%) Hugging Face
11 35 (2.19%) NumPy
12 34 (2.13%) React
13 29 (1.82%) .NET
14 27 (1.69%) LlamaIndex
15 24 (1.50%) REST
15 24 (1.50%) SpaCy
16 20 (1.25%) FastAPI
16 20 (1.25%) Spring
17 19 (1.19%) Flask
17 19 (1.19%) pgvector
Miscellaneous
1 112 (7.02%) Cloud Native
2 106 (6.64%) AI Agents
3 101 (6.33%) Algorithms
4 55 (3.45%) Product Ownership
5 49 (3.07%) Onboarding
6 42 (2.63%) Distributed Systems
7 40 (2.51%) Hedge funds
8 29 (1.82%) Data Structures
9 26 (1.63%) Clustering
10 25 (1.57%) Blog
11 24 (1.50%) Public Cloud
12 23 (1.44%) e-Learning
13 22 (1.38%) Video\Live Streaming
14 20 (1.25%) Management Information System
15 19 (1.19%) Social Media
16 18 (1.13%) Credit Risk
17 15 (0.94%) Over-the-Top Content
18 14 (0.88%) Self-Motivation
19 13 (0.81%) Life Science
20 12 (0.75%) Hybrid Cloud
Operating Systems
1 23 (1.44%) Linux
2 10 (0.63%) Windows
3 3 (0.19%) Apple iOS
4 2 (0.13%) 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
1 827 (51.82%) AI
2 761 (47.68%) Machine Learning
3 627 (39.29%) Analytics
4 297 (18.61%) Decision-Making
5 295 (18.48%) CI/CD
6 279 (17.48%) Data Engineering
7 271 (16.98%) Software Engineering
8 257 (16.10%) Agile
9 255 (15.98%) Data Pipeline
9 255 (15.98%) Problem-Solving
9 255 (15.98%) Roadmaps
10 236 (14.79%) Business Intelligence
11 229 (14.35%) Mentoring
12 220 (13.78%) Generative AI
13 198 (12.41%) MLOps
14 188 (11.78%) Actionable Insight
15 185 (11.59%) Data Modelling
16 172 (10.78%) Continuous Improvement
17 168 (10.53%) DevOps
18 159 (9.96%) LLM
Programming Languages
1 684 (42.86%) Python
2 484 (30.33%) SQL
3 97 (6.08%) Java
4 62 (3.88%) C++
5 55 (3.45%) JavaScript
6 52 (3.26%) Scala
7 50 (3.13%) C#
8 45 (2.82%) R
9 21 (1.32%) Bicep
10 20 (1.25%) C
10 20 (1.25%) Go
11 15 (0.94%) TypeScript
12 13 (0.81%) VBA
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 8 (0.50%) Julia
15 7 (0.44%) Groovy
16 6 (0.38%) Ruby
17 5 (0.31%) Rust
18 4 (0.25%) Bash
Qualifications
1 324 (20.30%) Degree
2 173 (10.84%) Security Cleared
3 90 (5.64%) DV Cleared
4 81 (5.08%) Master's Degree
5 76 (4.76%) SC Cleared
6 64 (4.01%) PhD
7 48 (3.01%) Computer Science Degree
8 38 (2.38%) Azure Certification
9 29 (1.82%) DBS Check
10 19 (1.19%) Microsoft Certification
11 17 (1.07%) 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 6 (0.38%) 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 47 (2.94%) GDPR
3 41 (2.57%) QA
4 24 (1.50%) Accessibility
5 14 (0.88%) California Consumer Privacy Act
6 12 (0.75%) Actionable Recommendations
6 12 (0.75%) ISO/IEC 27001
7 6 (0.38%) EU AI Act
8 3 (0.19%) SOC 2
9 2 (0.13%) DICOM
9 2 (0.13%) HL7
9 2 (0.13%) IFRS
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/IEC 20000
10 1 (0.063%) Software Quality Assurance
System Software
1 79 (4.95%) 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 68 (4.26%) 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
1 240 (15.04%) Databricks
2 134 (8.40%) Microsoft
3 92 (5.76%) Google
4 26 (1.63%) Dell
4 26 (1.63%) OpenAI
5 17 (1.07%) Oracle
6 15 (0.94%) Workday
7 14 (0.88%) Cloudera
7 14 (0.88%) LexisNexis
7 14 (0.88%) Teradata
8 13 (0.81%) Informatica
9 12 (0.75%) Denodo
9 12 (0.75%) SAP
10 9 (0.56%) Typelevel
11 7 (0.44%) IBM
12 6 (0.38%) Foundry
12 6 (0.38%) HP
12 6 (0.38%) Infor
12 6 (0.38%) Salesforce
13 5 (0.31%) Alteryx