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 9 October 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Oct 2026
Same period 2025 Same period 2024
Rank 129 152 147
Rank change year-on-year +23 -5 -21
Permanent jobs citing Data Science 1,643 1,026 1,304
As % of all permanent jobs in the UK 1.39% 2.06% 1.80%
As % of the Processes & Methodologies category 1.90% 2.32% 2.19%
Number of salaries quoted 949 501 562
10th Percentile £45,000 £40,000 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% -4.36%
75th Percentile £95,000 £93,750 £90,000
90th Percentile £107,500 £118,750 £115,000
UK excluding London median annual salary £75,000 £57,500 £62,500
% change year-on-year +30.43% -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 86,265 44,296 59,619
As % of all permanent jobs advertised in the UK 73.17% 89.00% 82.18%
Number of salaries quoted 59,107 24,598 32,082
10th Percentile £31,250 £28,250 £32,500
25th Percentile £41,250 £36,250 £43,750
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,750 £75,000 £77,500
90th Percentile £100,000 £95,000 £97,500
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 9 October 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 9 October 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 +25 1,526 £75,000 +7.14% 4,133
UK excluding London +14 827 £75,000 +30.43% 1,359
London +3 744 £85,000 +3.03% 2,909
Work from Home +49 479 £75,000 +15.38% 1,534
North of England +80 281 £80,000 +45.15% 340
North West +70 168 £75,013 +30.46% 201
South East -69 168 £70,000 +27.27% 328
Midlands +28 141 £61,611 +2.68% 170
South West -3 131 £60,000 -14.29% 153
East Midlands +17 85 £70,000 +75.00% 70
Yorkshire +29 80 £76,263 +35.30% 107
West Midlands -17 56 £47,988 -28.91% 100
East of England -42 34 £70,000 +16.67% 153
Scotland +19 33 £75,026 -10.40% 116
North East -39 33 £80,000 +68.42% 32
Wales -53 30 £87,500 +74.57% 57
Northern Ireland -71 9 £72,500 +81.25% 54

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
1 115 (7.00%) Apache Spark
2 48 (2.92%) Apache
3 29 (1.77%) Apache Airflow
4 15 (0.91%) SAS
5 9 (0.55%) Jupyter
6 8 (0.49%) SharePoint
7 6 (0.37%) Confluence
8 5 (0.30%) ColdFusion
9 3 (0.18%) Palantir Foundry
10 2 (0.12%) Apache Pulsar
10 2 (0.12%) Luigi
10 2 (0.12%) Oracle Application Server
10 2 (0.12%) Tornado
11 1 (0.061%) Apache Superset
11 1 (0.061%) ArcGIS
11 1 (0.061%) R Markdown
Applications
1 50 (3.04%) Microsoft Excel
2 14 (0.85%) Microsoft Office
3 10 (0.61%) Microsoft PowerPoint
4 4 (0.24%) Chatbot
5 3 (0.18%) Simulink
5 3 (0.18%) SPSS
6 2 (0.12%) Final Cut Pro
7 1 (0.061%) Microsoft Project
7 1 (0.061%) Spreadsheet
Business Applications
1 7 (0.43%) Infor M3
2 1 (0.061%) Academy Revenues and Benefits
2 1 (0.061%) HFM
2 1 (0.061%) Oracle EBS
2 1 (0.061%) Oracle ERP
Cloud Services
1 344 (20.94%) Azure
2 339 (20.63%) AWS
3 178 (10.83%) GCP
4 129 (7.85%) Power Platform
5 90 (5.48%) Snowflake
6 75 (4.56%) Azure Data Factory
7 53 (3.23%) SaaS
7 53 (3.23%) Serverless
8 51 (3.10%) Anthropic Claude
9 49 (2.98%) Amazon Bedrock
9 49 (2.98%) Azure Machine Learning
10 43 (2.62%) Azure Synapse Analytics
11 42 (2.56%) AWS Lambda
11 42 (2.56%) Azure DevOps
12 39 (2.37%) GitHub
13 36 (2.19%) Azure Databricks
14 30 (1.83%) Amazon S3
15 29 (1.77%) Microsoft Purview
16 25 (1.52%) dbt
17 21 (1.28%) Cloud Computing
Communications & Networking
1 20 (1.22%) Broadband
2 7 (0.43%) 5G
3 6 (0.37%) BGP
3 6 (0.37%) DNS
3 6 (0.37%) IPsec
3 6 (0.37%) VPN
4 4 (0.24%) Internet
5 2 (0.12%) Firewall
5 2 (0.12%) Software-Defined Radio
6 1 (0.061%) HTTP
6 1 (0.061%) SMS
Database & Business Intelligence
1 124 (7.55%) Power BI
2 94 (5.72%) Data Warehouse
3 77 (4.69%) Data Lake
4 73 (4.44%) Metadata
4 73 (4.44%) Tableau
5 67 (4.08%) Big Data
6 53 (3.23%) Amazon Redshift
7 49 (2.98%) NoSQL
8 40 (2.43%) Delta Lake
9 39 (2.37%) SQL Server
10 37 (2.25%) Relational Database
11 35 (2.13%) Azure SQL Database
12 31 (1.89%) PostgreSQL
13 28 (1.70%) Looker
14 26 (1.58%) Hadoop
15 25 (1.52%) Data Mining
15 25 (1.52%) Spark SQL
16 24 (1.46%) BigQuery
17 22 (1.34%) MongoDB
18 20 (1.22%) Data Vault
Development Applications
1 96 (5.84%) Git
2 44 (2.68%) Claude Code
3 30 (1.83%) MLflow
4 10 (0.61%) Jenkins
5 9 (0.55%) JIRA
6 8 (0.49%) GitLab
7 5 (0.30%) Visual Studio Code
8 4 (0.24%) Octopus Deploy
9 2 (0.12%) JUnit
9 2 (0.12%) TeamCity
10 1 (0.061%) Cypress.io
10 1 (0.061%) NUnit
10 1 (0.061%) Selenium
10 1 (0.061%) Yeoman
General
1 442 (26.90%) Finance
2 337 (20.51%) Social Skills
3 287 (17.47%) Analytical Skills
4 160 (9.74%) Banking
5 136 (8.28%) Marketing
6 135 (8.22%) Inclusion and Diversity
7 95 (5.78%) Retail
8 87 (5.30%) Public Sector
9 84 (5.11%) Law
10 52 (3.16%) Legal
11 42 (2.56%) Influencing Skills
12 38 (2.31%) Financial Institution
13 32 (1.95%) Organisational Skills
14 29 (1.77%) Presentation Skills
15 27 (1.64%) Advertising
16 25 (1.52%) Games
17 22 (1.34%) Manufacturing
18 20 (1.22%) Back Office
19 13 (0.79%) Aerospace
19 13 (0.79%) Military
Job Titles
1 665 (40.47%) Data Scientist
2 418 (25.44%) Senior
3 358 (21.79%) Senior Data Scientist
4 245 (14.91%) Lead
5 198 (12.05%) Data Engineer
6 111 (6.76%) Lead Data Scientist
7 106 (6.45%) Software Engineer
8 87 (5.30%) Architect
9 74 (4.50%) Analyst
10 62 (3.77%) Artificial Intelligence Engineer
11 61 (3.71%) Developer
12 47 (2.86%) Research Scientist
13 43 (2.62%) Senior Data Engineer
14 39 (2.37%) Consultant
15 38 (2.31%) Data Analyst
15 38 (2.31%) Enterprise Architect
16 37 (2.25%) Principal Data Scientist
17 36 (2.19%) Finance Manager
18 34 (2.07%) Data Architect
18 34 (2.07%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 111 (6.76%) PyTorch
2 104 (6.33%) TensorFlow
3 81 (4.93%) PySpark
4 65 (3.96%) LangChain
5 63 (3.83%) scikit-learn
6 60 (3.65%) Terraform
7 55 (3.35%) Kafka
8 52 (3.16%) LangGraph
9 43 (2.62%) Pandas
10 39 (2.37%) Hugging Face
11 36 (2.19%) .NET
11 36 (2.19%) React
12 30 (1.83%) NumPy
13 26 (1.58%) REST
13 26 (1.58%) SpaCy
14 17 (1.03%) RESTful
14 17 (1.03%) Spring
15 16 (0.97%) FastAPI
16 15 (0.91%) Flask
17 13 (0.79%) Node.js
Miscellaneous
1 114 (6.94%) AI Agents
2 102 (6.21%) Algorithms
3 95 (5.78%) Cloud Native
4 56 (3.41%) Product Ownership
5 47 (2.86%) Onboarding
6 43 (2.62%) Hedge funds
7 30 (1.83%) Data Structures
8 29 (1.77%) Distributed Systems
9 27 (1.64%) Blog
10 25 (1.52%) e-Learning
11 24 (1.46%) Management Information System
12 18 (1.10%) Credit Risk
13 17 (1.03%) Self-Motivation
14 14 (0.85%) Social Media
15 12 (0.73%) Analytical Mindset
15 12 (0.73%) Clustering
15 12 (0.73%) Hybrid Cloud
15 12 (0.73%) Life Science
15 12 (0.73%) Marketing Technology
15 12 (0.73%) Video\Live Streaming
Operating Systems
1 29 (1.77%) Linux
2 12 (0.73%) Windows
3 5 (0.30%) Embedded Linux
4 4 (0.24%) Windows Server
5 3 (0.18%) Apple iOS
5 3 (0.18%) Red Hat Enterprise Linux
5 3 (0.18%) Rocky
6 2 (0.12%) Mac OS
Processes & Methodologies
1 849 (51.67%) AI
2 780 (47.47%) Machine Learning
3 616 (37.49%) Analytics
4 302 (18.38%) CI/CD
5 277 (16.86%) Decision-Making
6 272 (16.56%) Software Engineering
7 252 (15.34%) Data Engineering
7 252 (15.34%) Data Pipeline
8 251 (15.28%) Roadmaps
9 247 (15.03%) Problem-Solving
10 242 (14.73%) Agile
11 230 (14.00%) Generative AI
12 219 (13.33%) Mentoring
13 214 (13.02%) Business Intelligence
14 201 (12.23%) Actionable Insight
15 192 (11.69%) MLOps
16 179 (10.89%) Continuous Improvement
17 176 (10.71%) Data Modelling
18 175 (10.65%) DevOps
19 161 (9.80%) LLM
Programming Languages
1 673 (40.96%) Python
2 476 (28.97%) SQL
3 99 (6.03%) Java
4 67 (4.08%) C++
5 61 (3.71%) JavaScript
6 58 (3.53%) C#
7 49 (2.98%) R
8 44 (2.68%) Scala
9 31 (1.89%) TypeScript
10 21 (1.28%) Bicep
10 21 (1.28%) C
11 19 (1.16%) Go
12 17 (1.03%) Kotlin
13 12 (0.73%) Rust
14 11 (0.67%) VBA
15 9 (0.55%) PHP
16 7 (0.43%) Bash
16 7 (0.43%) Shell Script
17 6 (0.37%) Groovy
17 6 (0.37%) Ruby
Qualifications
1 314 (19.11%) Degree
2 178 (10.83%) Security Cleared
3 90 (5.48%) DV Cleared
4 85 (5.17%) Master's Degree
5 79 (4.81%) SC Cleared
6 68 (4.14%) PhD
7 49 (2.98%) Azure Certification
7 49 (2.98%) Computer Science Degree
8 21 (1.28%) DBS Check
9 19 (1.16%) Microsoft Certification
10 18 (1.10%) AWS Certification
11 17 (1.03%) BPSS Clearance
12 16 (0.97%) SnowPro
13 10 (0.61%) Numerate Degree
13 10 (0.61%) PMI Certification
13 10 (0.61%) PMP
14 7 (0.43%) Microsoft Certified Professional
15 4 (0.24%) CISSP
16 3 (0.18%) AWS Certified Cloud Practitioner
16 3 (0.18%) Postgraduate
Quality Assurance & Compliance
1 215 (13.09%) Data Quality
2 42 (2.56%) QA
3 41 (2.50%) GDPR
4 24 (1.46%) Accessibility
5 15 (0.91%) Actionable Recommendations
6 12 (0.73%) ISO/IEC 27001
7 8 (0.49%) EU AI Act
8 3 (0.18%) IFRS
8 3 (0.18%) SOC 2
9 2 (0.12%) DICOM
9 2 (0.12%) Good Clinical Practice
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 (0.061%) GAAP
10 1 (0.061%) ISO 9001
10 1 (0.061%) ISO/IEC 20000
10 1 (0.061%) SLA
System Software
1 76 (4.63%) Docker
2 3 (0.18%) Virtual Machines
2 3 (0.18%) VMware ESXi
2 3 (0.18%) VMware Infrastructure
2 3 (0.18%) vSphere
3 2 (0.12%) Active Directory
4 1 (0.061%) Firmware
4 1 (0.061%) IAG
4 1 (0.061%) Virtual Desktop
Systems Management
1 66 (4.02%) Kubernetes
2 13 (0.79%) Kubeflow
3 7 (0.43%) Ansible
4 6 (0.37%) Hadoop YARN
5 3 (0.18%) Argo
5 3 (0.18%) Grafana
5 3 (0.18%) Kibana
6 2 (0.12%) Computer Emergency Response Teams
6 2 (0.12%) Computer Incident Response Team
6 2 (0.12%) Jamf Pro
6 2 (0.12%) Prometheus
7 1 (0.061%) Puppet
Vendors
1 222 (13.51%) Databricks
2 141 (8.58%) Microsoft
3 95 (5.78%) Google
4 27 (1.64%) OpenAI
5 19 (1.16%) Oracle
6 17 (1.03%) LexisNexis
6 17 (1.03%) Workday
7 14 (0.85%) SAP
8 11 (0.67%) Foundry
9 9 (0.55%) Infor
10 7 (0.43%) IBM
11 6 (0.37%) HP
11 6 (0.37%) Salesforce
12 5 (0.30%) Alteryx
12 5 (0.30%) Palantir
12 5 (0.30%) YouTube
13 4 (0.24%) CA Agile Central
13 4 (0.24%) Mistral
13 4 (0.24%) New Relic
13 4 (0.24%) Revolut