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

6 months to
18 Sep 2026
Same period 2025 Same period 2024
Rank 135 150 148
Rank change year-on-year +15 -2 -22
Permanent jobs citing Data Science 1,583 1,063 1,372
As % of all permanent jobs in the UK 1.37% 2.15% 1.76%
As % of the Processes & Methodologies category 1.88% 2.42% 2.16%
Number of salaries quoted 956 503 617
10th Percentile £44,508 £42,500 £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 £95,000 £90,000
90th Percentile £107,500 £115,000 £115,000
UK excluding London median annual salary £72,500 £57,500 £62,500
% change year-on-year +26.09% -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 84,196 43,853 63,499
As % of all permanent jobs advertised in the UK 73.06% 88.72% 81.26%
Number of salaries quoted 58,302 24,746 35,929
10th Percentile £31,250 £28,500 £32,000
25th Percentile £41,750 £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 £96,750 £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 18 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 18 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 1,474 £75,000 +3.45% 3,650
UK excluding London +9 787 £72,500 +26.09% 1,430
London +3 724 £85,000 - 2,461
Work from Home +48 477 £75,000 +15.38% 1,326
North of England +82 272 £75,013 +36.39% 378
North West +83 170 £75,000 +30.43% 225
South East -77 154 £70,000 +27.27% 354
Midlands +22 136 £60,000 -6.98% 164
South West -30 119 £60,000 -15.79% 182
East Midlands +10 82 £70,000 +75.00% 86
Yorkshire +9 71 £72,500 +31.26% 112
West Midlands -20 54 £35,000 -50.00% 78
East of England -29 39 £70,000 +16.67% 142
Scotland +5 31 £75,026 -10.40% 119
North East -42 31 £80,000 +68.42% 41
Wales -46 29 £75,000 +76.21% 64
Northern Ireland -71 7 £72,500 +81.25% 46

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
1 118 (7.45%) Apache Spark
2 43 (2.72%) Apache
3 35 (2.21%) Apache Airflow
4 15 (0.95%) SAS
5 10 (0.63%) SharePoint
6 7 (0.44%) Jupyter
7 6 (0.38%) Confluence
8 5 (0.32%) 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 (3.22%) 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%) Simulink
7 1 (0.063%) Trello
Business Applications
1 5 (0.32%) 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
1 367 (23.18%) AWS
2 339 (21.42%) Azure
3 194 (12.26%) GCP
4 150 (9.48%) Power Platform
5 105 (6.63%) Snowflake
6 74 (4.67%) Azure Data Factory
7 59 (3.73%) Serverless
8 53 (3.35%) Azure Synapse Analytics
9 48 (3.03%) Anthropic Claude
10 47 (2.97%) Amazon Bedrock
11 46 (2.91%) AWS Lambda
12 45 (2.84%) SaaS
13 41 (2.59%) Azure Machine Learning
14 36 (2.27%) Azure DevOps
15 35 (2.21%) Azure Databricks
15 35 (2.21%) dbt
16 34 (2.15%) Amazon S3
17 32 (2.02%) GitHub
18 26 (1.64%) Microsoft Purview
19 20 (1.26%) Amazon EC2
Communications & Networking
1 30 (1.90%) 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
1 144 (9.10%) Power BI
2 113 (7.14%) Data Warehouse
3 95 (6.00%) Data Lake
4 94 (5.94%) Tableau
5 65 (4.11%) Metadata
6 61 (3.85%) Big Data
7 60 (3.79%) Amazon Redshift
8 54 (3.41%) NoSQL
9 37 (2.34%) Looker
9 37 (2.34%) SQL Server
10 36 (2.27%) Delta Lake
10 36 (2.27%) Relational Database
11 34 (2.15%) Azure SQL Database
12 31 (1.96%) BigQuery
12 31 (1.96%) PostgreSQL
13 27 (1.71%) Hadoop
14 26 (1.64%) Data Mining
15 25 (1.58%) MongoDB
16 21 (1.33%) Spark SQL
17 20 (1.26%) Data Vault
Development Applications
1 97 (6.13%) Git
2 40 (2.53%) Claude Code
3 35 (2.21%) MLflow
4 12 (0.76%) JIRA
5 11 (0.69%) Jenkins
6 9 (0.57%) 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%) NUnit
10 1 (0.063%) Selenium
10 1 (0.063%) Yeoman
General
1 423 (26.72%) Finance
2 331 (20.91%) Social Skills
3 302 (19.08%) Analytical Skills
4 142 (8.97%) Banking
5 136 (8.59%) Marketing
6 135 (8.53%) Inclusion and Diversity
7 97 (6.13%) Retail
8 86 (5.43%) Public Sector
9 83 (5.24%) Law
10 46 (2.91%) Legal
11 40 (2.53%) Influencing Skills
12 36 (2.27%) Financial Institution
13 34 (2.15%) Organisational Skills
14 30 (1.90%) Advertising
15 25 (1.58%) Presentation Skills
16 22 (1.39%) Games
17 21 (1.33%) Manufacturing
18 20 (1.26%) Back Office
19 14 (0.88%) Publishing
20 13 (0.82%) Military
Job Titles
1 613 (38.72%) Data Scientist
2 400 (25.27%) Senior
3 336 (21.23%) Senior Data Scientist
4 227 (14.34%) Lead
5 196 (12.38%) Data Engineer
6 100 (6.32%) Lead Data Scientist
6 100 (6.32%) Software Engineer
7 85 (5.37%) Architect
8 73 (4.61%) Analyst
9 68 (4.30%) Developer
10 59 (3.73%) Artificial Intelligence Engineer
11 45 (2.84%) Consultant
12 40 (2.53%) Senior Data Engineer
13 39 (2.46%) Research Scientist
14 36 (2.27%) Data Analyst
15 35 (2.21%) Data Architect
15 35 (2.21%) Enterprise Architect
16 33 (2.08%) Finance Manager
16 33 (2.08%) Machine Learning Scientist
17 30 (1.90%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 128 (8.09%) PyTorch
2 115 (7.26%) TensorFlow
3 82 (5.18%) scikit-learn
4 76 (4.80%) PySpark
5 75 (4.74%) LangChain
6 66 (4.17%) Kafka
7 62 (3.92%) Terraform
8 53 (3.35%) Pandas
9 49 (3.10%) LangGraph
10 36 (2.27%) Hugging Face
11 35 (2.21%) React
12 34 (2.15%) NumPy
13 29 (1.83%) .NET
14 24 (1.52%) SpaCy
15 23 (1.45%) LlamaIndex
15 23 (1.45%) REST
16 20 (1.26%) Spring
17 19 (1.20%) FastAPI
18 18 (1.14%) Flask
18 18 (1.14%) RESTful
Miscellaneous
1 107 (6.76%) Cloud Native
2 106 (6.70%) AI Agents
3 101 (6.38%) Algorithms
4 54 (3.41%) Product Ownership
5 49 (3.10%) Onboarding
6 42 (2.65%) Distributed Systems
7 40 (2.53%) Hedge funds
8 28 (1.77%) Data Structures
9 25 (1.58%) Blog
10 23 (1.45%) e-Learning
11 22 (1.39%) Clustering
11 22 (1.39%) Video\Live Streaming
12 20 (1.26%) Management Information System
12 20 (1.26%) Public Cloud
13 19 (1.20%) Social Media
14 18 (1.14%) Credit Risk
15 15 (0.95%) Over-the-Top Content
16 14 (0.88%) Self-Motivation
17 13 (0.82%) Life Science
18 12 (0.76%) Hybrid Cloud
Operating Systems
1 24 (1.52%) Linux
2 10 (0.63%) Windows
3 3 (0.19%) Apple iOS
3 3 (0.19%) 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
1 819 (51.74%) AI
2 759 (47.95%) Machine Learning
3 618 (39.04%) Analytics
4 295 (18.64%) CI/CD
5 291 (18.38%) Decision-Making
6 270 (17.06%) Software Engineering
7 269 (16.99%) Data Engineering
8 254 (16.05%) Problem-Solving
9 253 (15.98%) Agile
9 253 (15.98%) Roadmaps
10 250 (15.79%) Data Pipeline
11 227 (14.34%) Business Intelligence
11 227 (14.34%) Mentoring
12 214 (13.52%) Generative AI
13 195 (12.32%) MLOps
14 189 (11.94%) Actionable Insight
15 180 (11.37%) Data Modelling
16 171 (10.80%) Continuous Improvement
17 168 (10.61%) DevOps
18 159 (10.04%) LLM
Programming Languages
1 677 (42.77%) Python
2 477 (30.13%) SQL
3 95 (6.00%) Java
4 63 (3.98%) C++
5 56 (3.54%) JavaScript
6 52 (3.28%) Scala
7 49 (3.10%) C#
8 46 (2.91%) R
9 21 (1.33%) Bicep
9 21 (1.33%) Go
10 20 (1.26%) C
11 16 (1.01%) TypeScript
12 13 (0.82%) VBA
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 8 (0.51%) Julia
15 7 (0.44%) Groovy
16 6 (0.38%) Ruby
17 5 (0.32%) Rust
18 4 (0.25%) Bash
Qualifications
1 317 (20.03%) Degree
2 174 (10.99%) Security Cleared
3 90 (5.69%) DV Cleared
4 81 (5.12%) Master's Degree
5 76 (4.80%) SC Cleared
6 64 (4.04%) PhD
7 45 (2.84%) Computer Science Degree
8 38 (2.40%) Azure Certification
9 29 (1.83%) DBS Check
10 19 (1.20%) Microsoft Certification
11 17 (1.07%) BPSS Clearance
12 16 (1.01%) AWS Certification
12 16 (1.01%) SnowPro
13 9 (0.57%) Numerate Degree
14 8 (0.51%) PMI Certification
14 8 (0.51%) PMP
15 6 (0.38%) Postgraduate
16 5 (0.32%) Microsoft Certified Professional
17 4 (0.25%) CISSP
18 3 (0.19%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 203 (12.82%) Data Quality
2 43 (2.72%) GDPR
3 40 (2.53%) QA
4 24 (1.52%) Accessibility
5 12 (0.76%) Actionable Recommendations
5 12 (0.76%) ISO/IEC 27001
6 10 (0.63%) California Consumer Privacy Act
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%) ISO 9001
10 1 (0.063%) ISO/IEC 20000
10 1 (0.063%) Software Quality Assurance
System Software
1 79 (4.99%) 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 67 (4.23%) 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
1 231 (14.59%) Databricks
2 134 (8.46%) Microsoft
3 91 (5.75%) Google
4 26 (1.64%) OpenAI
5 18 (1.14%) Dell
6 17 (1.07%) Oracle
7 15 (0.95%) Workday
8 14 (0.88%) LexisNexis
9 12 (0.76%) SAP
10 10 (0.63%) Cloudera
10 10 (0.63%) Teradata
11 9 (0.57%) Informatica
11 9 (0.57%) Typelevel
12 8 (0.51%) Denodo
13 7 (0.44%) IBM
14 6 (0.38%) Foundry
14 6 (0.38%) HP
14 6 (0.38%) Infor
14 6 (0.38%) Salesforce
15 5 (0.32%) Alteryx