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

6 months to
13 Sep 2026
Same period 2025 Same period 2024
Rank 132 144 146
Rank change year-on-year +12 +2 -23
Permanent jobs citing Data Science 1,584 1,082 1,381
As % of all permanent jobs in the UK 1.40% 2.18% 1.76%
As % of the Processes & Methodologies category 1.92% 2.46% 2.18%
Number of salaries quoted 950 501 629
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £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 £105,125 £117,500 £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 82,691 43,965 63,361
As % of all permanent jobs advertised in the UK 72.84% 88.66% 80.94%
Number of salaries quoted 57,506 24,819 36,681
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,500 £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% -3.23%

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 13 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 13 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 +19 1,475 £75,000 +3.45% 2,681
UK excluding London +10 787 £70,000 +21.74% 1,018
London +5 721 £85,000 - 1,898
Work from Home +54 481 £75,000 +12.78% 1,767
North of England +98 267 £75,026 +36.41% 250
North West +81 166 £75,000 +30.43% 137
South East -92 154 £70,000 +27.27% 235
Midlands +15 137 £60,000 -7.69% 120
South West -9 120 £60,000 -14.29% 143
East Midlands +20 81 £70,000 +75.00% 61
Yorkshire +11 70 £75,000 +36.08% 88
West Midlands -15 56 £36,000 -47.64% 59
East of England -27 42 £70,000 +16.67% 118
Scotland +6 31 £75,026 -10.40% 94
North East -34 31 £80,000 +68.42% 26
Wales -50 29 £75,000 +76.21% 43
Northern Ireland -72 7 £72,500 +81.25% 29

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
1 123 (7.77%) Apache Spark
2 43 (2.71%) Apache
3 41 (2.59%) Apache Airflow
4 15 (0.95%) SAS
5 11 (0.69%) SharePoint
6 7 (0.44%) Confluence
6 7 (0.44%) Jupyter
7 5 (0.32%) 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 51 (3.22%) Microsoft Excel
2 13 (0.82%) Microsoft Office
3 8 (0.51%) Microsoft PowerPoint
4 5 (0.32%) 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
1 369 (23.30%) AWS
2 343 (21.65%) Azure
3 193 (12.18%) GCP
4 156 (9.85%) Power Platform
5 111 (7.01%) Snowflake
6 76 (4.80%) Azure Data Factory
7 59 (3.72%) Azure Synapse Analytics
7 59 (3.72%) Serverless
8 46 (2.90%) AWS Lambda
9 44 (2.78%) Anthropic Claude
10 43 (2.71%) Amazon Bedrock
10 43 (2.71%) SaaS
11 40 (2.53%) dbt
12 39 (2.46%) Azure Machine Learning
13 36 (2.27%) Azure Databricks
14 35 (2.21%) Amazon S3
14 35 (2.21%) Azure DevOps
15 31 (1.96%) GitHub
16 26 (1.64%) Microsoft Purview
17 19 (1.20%) Amazon EC2
Communications & Networking
1 34 (2.15%) 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 (0.32%) 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
1 150 (9.47%) Power BI
2 123 (7.77%) Data Warehouse
3 104 (6.57%) Data Lake
4 102 (6.44%) Tableau
5 64 (4.04%) Amazon Redshift
6 63 (3.98%) Big Data
6 63 (3.98%) Metadata
7 55 (3.47%) NoSQL
8 41 (2.59%) Looker
9 37 (2.34%) Relational Database
9 37 (2.34%) SQL Server
10 36 (2.27%) BigQuery
10 36 (2.27%) Delta Lake
11 34 (2.15%) Azure SQL Database
12 33 (2.08%) PostgreSQL
13 28 (1.77%) Data Mining
14 27 (1.70%) Hadoop
15 25 (1.58%) MongoDB
16 24 (1.52%) Elasticsearch
17 21 (1.33%) Spark SQL
Development Applications
1 97 (6.12%) Git
2 39 (2.46%) MLflow
3 35 (2.21%) Claude Code
4 14 (0.88%) JIRA
5 11 (0.69%) Jenkins
6 10 (0.63%) GitLab
7 5 (0.32%) Visual Studio Code
8 3 (0.19%) Octopus Deploy
9 2 (0.13%) JUnit
9 2 (0.13%) TeamCity
10 1 (0.063%) Bitbucket
10 1 (0.063%) NUnit
10 1 (0.063%) Selenium
10 1 (0.063%) Yeoman
General
1 425 (26.83%) Finance
2 330 (20.83%) Social Skills
3 305 (19.26%) Analytical Skills
4 138 (8.71%) Banking
5 136 (8.59%) Marketing
6 133 (8.40%) Inclusion and Diversity
7 94 (5.93%) Retail
8 88 (5.56%) Public Sector
9 82 (5.18%) Law
10 44 (2.78%) Legal
11 37 (2.34%) Influencing Skills
12 35 (2.21%) Financial Institution
13 34 (2.15%) Organisational Skills
14 31 (1.96%) Advertising
15 25 (1.58%) Presentation Skills
16 22 (1.39%) Games
17 20 (1.26%) Back Office
18 18 (1.14%) Manufacturing
19 14 (0.88%) Publishing
20 13 (0.82%) Military
Job Titles
1 608 (38.38%) Data Scientist
2 404 (25.51%) Senior
3 339 (21.40%) Senior Data Scientist
4 231 (14.58%) Lead
5 196 (12.37%) Data Engineer
6 104 (6.57%) Lead Data Scientist
7 101 (6.38%) Software Engineer
8 82 (5.18%) Architect
9 74 (4.67%) Analyst
10 69 (4.36%) Developer
11 56 (3.54%) Artificial Intelligence Engineer
12 46 (2.90%) Consultant
13 41 (2.59%) Senior Data Engineer
14 38 (2.40%) Research Scientist
15 37 (2.34%) Data Analyst
16 35 (2.21%) Data Architect
17 33 (2.08%) Machine Learning Scientist
18 32 (2.02%) Enterprise Architect
19 31 (1.96%) Principal Data Scientist
20 30 (1.89%) Finance Manager
Libraries, Frameworks & Software Standards
1 136 (8.59%) PyTorch
2 119 (7.51%) TensorFlow
3 92 (5.81%) scikit-learn
4 80 (5.05%) LangChain
5 76 (4.80%) PySpark
6 72 (4.55%) Kafka
7 64 (4.04%) Terraform
8 54 (3.41%) Pandas
9 49 (3.09%) LangGraph
10 36 (2.27%) Hugging Face
11 35 (2.21%) NumPy
11 35 (2.21%) React
12 28 (1.77%) LlamaIndex
13 27 (1.70%) .NET
14 24 (1.52%) REST
15 23 (1.45%) SpaCy
16 20 (1.26%) FastAPI
16 20 (1.26%) pgvector
16 20 (1.26%) Spring
17 19 (1.20%) Flask
Miscellaneous
1 113 (7.13%) Cloud Native
2 102 (6.44%) AI Agents
3 101 (6.38%) Algorithms
4 55 (3.47%) Product Ownership
5 50 (3.16%) Onboarding
6 40 (2.53%) Distributed Systems
7 37 (2.34%) Hedge funds
8 29 (1.83%) Data Structures
9 27 (1.70%) Clustering
10 25 (1.58%) Blog
10 25 (1.58%) Public Cloud
11 22 (1.39%) e-Learning
11 22 (1.39%) Video\Live Streaming
12 20 (1.26%) Social Media
13 18 (1.14%) Credit Risk
13 18 (1.14%) Management Information System
14 15 (0.95%) Over-the-Top Content
15 14 (0.88%) Self-Motivation
16 12 (0.76%) Analytical Mindset
16 12 (0.76%) Hybrid Cloud
Operating Systems
1 24 (1.52%) 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
1 822 (51.89%) AI
2 754 (47.60%) Machine Learning
3 626 (39.52%) Analytics
4 295 (18.62%) Decision-Making
5 294 (18.56%) CI/CD
6 277 (17.49%) Data Engineering
7 273 (17.23%) Software Engineering
8 259 (16.35%) Agile
9 256 (16.16%) Problem-Solving
10 253 (15.97%) Data Pipeline
11 250 (15.78%) Roadmaps
12 237 (14.96%) Business Intelligence
13 228 (14.39%) Mentoring
14 224 (14.14%) Generative AI
15 195 (12.31%) MLOps
16 185 (11.68%) Actionable Insight
16 185 (11.68%) Data Modelling
17 169 (10.67%) Continuous Improvement
18 163 (10.29%) DevOps
19 159 (10.04%) LLM
Programming Languages
1 681 (42.99%) Python
2 478 (30.18%) SQL
3 98 (6.19%) Java
4 63 (3.98%) C++
5 54 (3.41%) JavaScript
6 52 (3.28%) Scala
7 48 (3.03%) C#
8 46 (2.90%) R
9 21 (1.33%) Bicep
10 20 (1.26%) C
10 20 (1.26%) Go
11 18 (1.14%) TypeScript
12 14 (0.88%) VBA
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 9 (0.57%) Julia
15 7 (0.44%) Groovy
16 6 (0.38%) Ruby
17 5 (0.32%) Rust
18 4 (0.25%) Bash
Qualifications
1 322 (20.33%) Degree
2 174 (10.98%) Security Cleared
3 89 (5.62%) DV Cleared
4 85 (5.37%) Master's Degree
5 77 (4.86%) SC Cleared
6 66 (4.17%) PhD
7 47 (2.97%) Computer Science Degree
8 38 (2.40%) Azure Certification
9 30 (1.89%) DBS Check
10 19 (1.20%) Microsoft Certification
11 17 (1.07%) BPSS Clearance
12 16 (1.01%) SnowPro
13 15 (0.95%) 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 (0.32%) Microsoft Certified Professional
18 4 (0.25%) CISSP
19 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 202 (12.75%) Data Quality
2 45 (2.84%) GDPR
3 40 (2.53%) QA
4 24 (1.52%) Accessibility
5 15 (0.95%) California Consumer Privacy Act
6 12 (0.76%) 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 80 (5.05%) Docker
2 2 (0.13%) Active Directory
2 2 (0.13%) Firmware
2 2 (0.13%) IAG
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 69 (4.36%) Kubernetes
2 13 (0.82%) Kubeflow
3 6 (0.38%) Hadoop YARN
4 5 (0.32%) 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
1 239 (15.09%) Databricks
2 135 (8.52%) Microsoft
3 88 (5.56%) Google
4 27 (1.70%) Dell
5 25 (1.58%) OpenAI
6 18 (1.14%) Oracle
7 15 (0.95%) Cloudera
8 14 (0.88%) Teradata
8 14 (0.88%) Workday
9 13 (0.82%) Informatica
10 12 (0.76%) Denodo
10 12 (0.76%) LexisNexis
11 11 (0.69%) SAP
12 9 (0.57%) Typelevel
13 7 (0.44%) IBM
14 6 (0.38%) Foundry
14 6 (0.38%) HP
14 6 (0.38%) Salesforce
15 5 (0.32%) Alteryx
15 5 (0.32%) Infor