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

6 months to
11 Sep 2026
Same period 2025 Same period 2024
Rank 131 149 142
Rank change year-on-year +18 -7 -18
Permanent jobs citing Data Science 1,591 1,085 1,439
As % of all permanent jobs in the UK 1.40% 2.18% 1.83%
As % of the Processes & Methodologies category 1.92% 2.46% 2.26%
Number of salaries quoted 954 503 634
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £53,188
Median annual salary (50th Percentile) £75,000 £75,000 £67,500
Median % change year-on-year - +11.11% -4.36%
75th Percentile £95,000 £95,000 £90,000
90th Percentile £105,875 £117,150 £115,000
UK excluding London median annual salary £70,000 £58,875 £62,500
% change year-on-year +18.90% -5.80% -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 82,871 44,018 63,575
As % of all permanent jobs advertised in the UK 73.00% 88.61% 80.87%
Number of salaries quoted 57,674 24,857 36,941
10th Percentile £31,000 £28,500 £31,875
25th Percentile £41,250 £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 £76,250
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% -3.67%

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 11 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 11 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 +15 1,481 £75,000 +3.45% 1,782
UK excluding London +7 786 £70,000 +18.90% 796
London +5 728 £85,000 - 1,206
Work from Home +68 493 £75,000 +11.11% 637
North of England +104 266 £75,026 +36.41% 190
North West +79 165 £75,000 +30.43% 103
South East -92 151 £70,000 +27.27% 193
Midlands +21 137 £60,000 -6.98% 94
South West -15 121 £60,000 -14.29% 126
East Midlands +18 81 £70,000 +75.00% 55
Yorkshire +8 70 £75,000 +36.08% 67
West Midlands -9 56 £36,000 -45.66% 39
East of England -24 44 £70,000 +16.67% 90
Scotland +7 31 £85,000 +1.51% 72
North East -30 31 £80,000 +68.42% 21
Wales -43 29 £75,000 +76.21% 27
Northern Ireland -70 7 £72,500 +81.25% 15

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 (7.67%) Apache Spark
2 44 (2.77%) Apache
3 41 (2.58%) Apache Airflow
4 15 (0.94%) SAS
5 10 (0.63%) SharePoint
6 7 (0.44%) Confluence
6 7 (0.44%) Jupyter
7 5 (0.31%) ColdFusion
8 2 (0.13%) Apache Pulsar
8 2 (0.13%) GeoServer
8 2 (0.13%) Luigi
8 2 (0.13%) Oracle Application Server
8 2 (0.13%) Tornado
9 1 (0.063%) Apache Superset
9 1 (0.063%) ArcGIS
9 1 (0.063%) R Markdown
Applications
1 52 (3.27%) Microsoft Excel
2 13 (0.82%) 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 4 (0.25%) 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
1 380 (23.88%) AWS
2 343 (21.56%) Azure
3 204 (12.82%) GCP
4 156 (9.81%) Power Platform
5 111 (6.98%) Snowflake
6 75 (4.71%) Azure Data Factory
7 59 (3.71%) Azure Synapse Analytics
7 59 (3.71%) Serverless
8 46 (2.89%) AWS Lambda
9 43 (2.70%) Amazon Bedrock
9 43 (2.70%) Anthropic Claude
9 43 (2.70%) SaaS
10 41 (2.58%) dbt
11 39 (2.45%) Azure Machine Learning
12 35 (2.20%) Amazon S3
13 34 (2.14%) Azure Databricks
14 32 (2.01%) Azure DevOps
15 30 (1.89%) GitHub
16 25 (1.57%) Microsoft Purview
17 19 (1.19%) Amazon EC2
Communications & Networking
1 42 (2.64%) 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
1 151 (9.49%) Power BI
2 123 (7.73%) Data Warehouse
3 103 (6.47%) Data Lake
4 102 (6.41%) Tableau
5 64 (4.02%) Amazon Redshift
6 62 (3.90%) Big Data
6 62 (3.90%) Metadata
7 56 (3.52%) NoSQL
8 42 (2.64%) Looker
9 37 (2.33%) SQL Server
10 36 (2.26%) BigQuery
11 35 (2.20%) Relational Database
12 34 (2.14%) Delta Lake
13 33 (2.07%) Azure SQL Database
13 33 (2.07%) PostgreSQL
14 28 (1.76%) Data Mining
15 27 (1.70%) Hadoop
16 26 (1.63%) MongoDB
17 24 (1.51%) Elasticsearch
18 20 (1.26%) Data Vault
Development Applications
1 94 (5.91%) Git
2 40 (2.51%) MLflow
3 35 (2.20%) Claude Code
4 14 (0.88%) JIRA
5 10 (0.63%) GitLab
5 10 (0.63%) Jenkins
6 5 (0.31%) Visual Studio Code
7 2 (0.13%) JUnit
7 2 (0.13%) Octopus Deploy
7 2 (0.13%) TeamCity
8 1 (0.063%) Bitbucket
8 1 (0.063%) NUnit
8 1 (0.063%) Selenium
8 1 (0.063%) Yeoman
General
1 426 (26.78%) Finance
2 326 (20.49%) Social Skills
3 308 (19.36%) Analytical Skills
4 139 (8.74%) Banking
5 138 (8.67%) Marketing
6 132 (8.30%) Inclusion and Diversity
7 93 (5.85%) Retail
8 89 (5.59%) Public Sector
9 83 (5.22%) Law
10 44 (2.77%) Legal
11 38 (2.39%) Influencing Skills
12 35 (2.20%) Financial Institution
13 34 (2.14%) Organisational Skills
14 33 (2.07%) Advertising
15 25 (1.57%) Presentation Skills
16 22 (1.38%) Games
17 20 (1.26%) Back Office
18 19 (1.19%) Manufacturing
19 14 (0.88%) Publishing
20 13 (0.82%) Military
Job Titles
1 607 (38.15%) Data Scientist
2 401 (25.20%) Senior
3 337 (21.18%) Senior Data Scientist
4 233 (14.64%) Lead
5 196 (12.32%) Data Engineer
6 105 (6.60%) Software Engineer
7 104 (6.54%) Lead Data Scientist
8 82 (5.15%) Architect
9 75 (4.71%) Analyst
10 72 (4.53%) Developer
11 56 (3.52%) Artificial Intelligence Engineer
12 46 (2.89%) Consultant
13 40 (2.51%) Senior Data Engineer
14 39 (2.45%) Data Analyst
15 38 (2.39%) Research Scientist
16 35 (2.20%) Data Architect
17 33 (2.07%) Machine Learning Scientist
18 32 (2.01%) Enterprise Architect
19 31 (1.95%) Principal Data Scientist
20 30 (1.89%) Finance Manager
Libraries, Frameworks & Software Standards
1 137 (8.61%) PyTorch
2 120 (7.54%) TensorFlow
3 92 (5.78%) scikit-learn
4 80 (5.03%) LangChain
5 73 (4.59%) PySpark
6 72 (4.53%) Kafka
7 65 (4.09%) Terraform
8 54 (3.39%) Pandas
9 49 (3.08%) LangGraph
10 36 (2.26%) Hugging Face
10 36 (2.26%) React
11 35 (2.20%) NumPy
12 28 (1.76%) LlamaIndex
13 26 (1.63%) .NET
14 24 (1.51%) REST
15 23 (1.45%) SpaCy
16 21 (1.32%) Spring
17 20 (1.26%) FastAPI
17 20 (1.26%) gRPC
17 20 (1.26%) pgvector
Miscellaneous
1 112 (7.04%) Cloud Native
2 101 (6.35%) AI Agents
3 99 (6.22%) Algorithms
4 56 (3.52%) Product Ownership
5 52 (3.27%) Onboarding
6 48 (3.02%) Distributed Systems
7 37 (2.33%) Hedge funds
8 30 (1.89%) Video\Live Streaming
9 29 (1.82%) Data Structures
10 27 (1.70%) Clustering
11 25 (1.57%) Blog
11 25 (1.57%) Public Cloud
12 23 (1.45%) Over-the-Top Content
13 22 (1.38%) e-Learning
14 20 (1.26%) Social Media
15 18 (1.13%) Credit Risk
15 18 (1.13%) Management Information System
16 14 (0.88%) Self-Motivation
17 13 (0.82%) Greenfield Project
18 12 (0.75%) Hybrid Cloud
Operating Systems
1 23 (1.45%) 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
1 823 (51.73%) AI
2 765 (48.08%) Machine Learning
3 629 (39.53%) Analytics
4 300 (18.86%) CI/CD
5 294 (18.48%) Decision-Making
6 280 (17.60%) Software Engineering
7 278 (17.47%) Data Engineering
8 265 (16.66%) Problem-Solving
9 258 (16.22%) Agile
10 252 (15.84%) Data Pipeline
11 251 (15.78%) Roadmaps
12 239 (15.02%) Business Intelligence
13 229 (14.39%) Mentoring
14 224 (14.08%) Generative AI
15 196 (12.32%) MLOps
16 186 (11.69%) Actionable Insight
17 185 (11.63%) Data Modelling
18 168 (10.56%) Continuous Improvement
19 160 (10.06%) DevOps
19 160 (10.06%) LLM
Programming Languages
1 688 (43.24%) Python
2 480 (30.17%) SQL
3 100 (6.29%) Java
4 63 (3.96%) C++
5 59 (3.71%) Scala
6 53 (3.33%) JavaScript
7 47 (2.95%) C#
7 47 (2.95%) R
8 29 (1.82%) Go
9 20 (1.26%) Bicep
9 20 (1.26%) C
10 19 (1.19%) TypeScript
11 14 (0.88%) VBA
12 10 (0.63%) Julia
12 10 (0.63%) Kotlin
12 10 (0.63%) PHP
13 8 (0.50%) Groovy
14 6 (0.38%) Ruby
15 5 (0.31%) Rust
16 4 (0.25%) Bash
Qualifications
1 323 (20.30%) Degree
2 174 (10.94%) Security Cleared
3 90 (5.66%) DV Cleared
4 84 (5.28%) Master's Degree
5 75 (4.71%) SC Cleared
6 66 (4.15%) PhD
7 47 (2.95%) Computer Science Degree
8 36 (2.26%) Azure Certification
9 31 (1.95%) DBS Check
10 19 (1.19%) Microsoft Certification
11 17 (1.07%) BPSS Clearance
12 16 (1.01%) SnowPro
13 15 (0.94%) AWS Certification
14 9 (0.57%) Numerate Degree
15 7 (0.44%) PMI Certification
15 7 (0.44%) PMP
16 6 (0.38%) Postgraduate
17 5 (0.31%) Microsoft Certified Professional
18 4 (0.25%) CISSP
19 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 203 (12.76%) Data Quality
2 45 (2.83%) GDPR
3 39 (2.45%) QA
4 24 (1.51%) Accessibility
5 15 (0.94%) California Consumer Privacy Act
6 12 (0.75%) Actionable Recommendations
7 11 (0.69%) ISO/IEC 27001
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%) GRC
11 1 (0.063%) ISO 9001
11 1 (0.063%) ISO/IEC 20000
11 1 (0.063%) Software Quality Assurance
System Software
1 87 (5.47%) Docker
2 3 (0.19%) Firmware
3 2 (0.13%) Active Directory
3 2 (0.13%) IAG
4 1 (0.063%) Virtual Desktop
4 1 (0.063%) Virtual Machines
4 1 (0.063%) VMware ESXi
4 1 (0.063%) VMware Infrastructure
4 1 (0.063%) vSphere
Systems Management
1 68 (4.27%) Kubernetes
2 14 (0.88%) 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
1 235 (14.77%) Databricks
2 132 (8.30%) Microsoft
3 89 (5.59%) Google
4 27 (1.70%) Dell
5 25 (1.57%) OpenAI
6 18 (1.13%) Oracle
7 17 (1.07%) Typelevel
8 15 (0.94%) Cloudera
9 14 (0.88%) Teradata
9 14 (0.88%) Workday
10 13 (0.82%) Informatica
11 12 (0.75%) Denodo
11 12 (0.75%) LexisNexis
12 11 (0.69%) SAP
13 7 (0.44%) IBM
14 6 (0.38%) Foundry
14 6 (0.38%) HP
14 6 (0.38%) Salesforce
15 5 (0.31%) Alteryx
15 5 (0.31%) Infor