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

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 129 153 145
Rank change year-on-year +24 -8 -22
Permanent jobs citing Data Science 1,649 1,008 1,304
As % of all permanent jobs in the UK 1.40% 2.04% 1.79%
As % of the Processes & Methodologies category 1.91% 2.29% 2.18%
Number of salaries quoted 950 495 566
10th Percentile £45,000 £39,626 £42,500
25th Percentile £56,326 £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 £92,500 £88,438
90th Percentile £107,500 £118,250 £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 86,418 43,977 59,769
As % of all permanent jobs advertised in the UK 73.19% 88.96% 82.26%
Number of salaries quoted 59,113 24,503 32,039
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 10 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 10 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 +29 1,532 £75,000 +7.14% 4,088
UK excluding London +23 834 £75,000 +30.43% 1,371
London -1 745 £85,000 +3.03% 2,871
Work from Home +36 481 £75,000 +14.07% 1,538
North of England +95 284 £80,000 +45.15% 332
North West +70 170 £75,026 +30.48% 209
South East -68 167 £70,000 +27.27% 334
Midlands +30 144 £61,611 +2.68% 171
South West -4 132 £60,000 -14.29% 154
East Midlands +20 86 £70,000 +75.00% 71
Yorkshire +35 81 £76,263 +35.30% 91
West Midlands -20 58 £47,988 -28.91% 100
Scotland +19 34 £75,026 -10.40% 113
East of England -38 34 £70,000 +16.67% 162
North East -45 33 £80,000 +68.42% 33
Wales -55 30 £87,500 +74.57% 62
Northern Ireland -70 9 £72,500 +81.25% 57

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 (6.97%) Apache Spark
2 48 (2.91%) Apache
3 30 (1.82%) Apache Airflow
4 15 (0.91%) SAS
5 9 (0.55%) Jupyter
6 8 (0.49%) SharePoint
7 6 (0.36%) 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 (3.03%) 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 (0.42%) 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
1 349 (21.16%) Azure
2 340 (20.62%) AWS
3 179 (10.86%) GCP
4 129 (7.82%) Power Platform
5 91 (5.52%) Snowflake
6 75 (4.55%) Azure Data Factory
7 53 (3.21%) SaaS
7 53 (3.21%) Serverless
8 51 (3.09%) Anthropic Claude
9 50 (3.03%) Azure Machine Learning
10 49 (2.97%) Amazon Bedrock
11 43 (2.61%) Azure Synapse Analytics
12 42 (2.55%) AWS Lambda
12 42 (2.55%) Azure DevOps
13 39 (2.37%) GitHub
14 36 (2.18%) Azure Databricks
15 30 (1.82%) Amazon S3
16 29 (1.76%) Microsoft Purview
17 25 (1.52%) dbt
18 21 (1.27%) Cloud Computing
Communications & Networking
1 20 (1.21%) Broadband
2 7 (0.42%) 5G
3 6 (0.36%) BGP
3 6 (0.36%) DNS
3 6 (0.36%) IPsec
3 6 (0.36%) VPN
4 4 (0.24%) Internet
5 2 (0.12%) Firewall
5 2 (0.12%) Software-Defined Radio
6 1 (0.061%) Cisco IPT
6 1 (0.061%) HTTP
6 1 (0.061%) SMS
Database & Business Intelligence
1 124 (7.52%) Power BI
2 94 (5.70%) Data Warehouse
3 77 (4.67%) Data Lake
4 74 (4.49%) Metadata
5 73 (4.43%) Tableau
6 68 (4.12%) Big Data
7 53 (3.21%) Amazon Redshift
8 49 (2.97%) NoSQL
9 40 (2.43%) Delta Lake
10 39 (2.37%) SQL Server
11 37 (2.24%) Relational Database
12 35 (2.12%) Azure SQL Database
13 31 (1.88%) PostgreSQL
14 28 (1.70%) Looker
15 26 (1.58%) Hadoop
16 25 (1.52%) Data Mining
16 25 (1.52%) Spark SQL
17 24 (1.46%) BigQuery
18 22 (1.33%) MongoDB
19 20 (1.21%) Data Vault
Development Applications
1 97 (5.88%) Git
2 44 (2.67%) Claude Code
3 30 (1.82%) 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
1 447 (27.11%) Finance
2 339 (20.56%) Social Skills
3 288 (17.47%) Analytical Skills
4 163 (9.88%) Banking
5 137 (8.31%) Inclusion and Diversity
6 136 (8.25%) Marketing
7 94 (5.70%) Retail
8 89 (5.40%) Public Sector
9 84 (5.09%) Law
10 54 (3.27%) Legal
11 42 (2.55%) Influencing Skills
12 39 (2.37%) Financial Institution
13 32 (1.94%) Organisational Skills
14 30 (1.82%) Presentation Skills
15 27 (1.64%) Advertising
16 25 (1.52%) Games
17 23 (1.39%) Manufacturing
18 20 (1.21%) Back Office
19 15 (0.91%) Retail Banking
20 13 (0.79%) Military
Job Titles
1 668 (40.51%) Data Scientist
2 420 (25.47%) Senior
3 359 (21.77%) Senior Data Scientist
4 245 (14.86%) Lead
5 202 (12.25%) Data Engineer
6 111 (6.73%) Lead Data Scientist
7 108 (6.55%) Software Engineer
8 87 (5.28%) Architect
9 74 (4.49%) Analyst
10 62 (3.76%) Artificial Intelligence Engineer
11 59 (3.58%) Developer
12 48 (2.91%) Research Scientist
13 44 (2.67%) Senior Data Engineer
14 39 (2.37%) Consultant
15 38 (2.30%) Data Analyst
15 38 (2.30%) Enterprise Architect
16 37 (2.24%) Principal Data Scientist
17 36 (2.18%) Finance Manager
18 34 (2.06%) Data Architect
19 33 (2.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 111 (6.73%) PyTorch
2 104 (6.31%) TensorFlow
3 81 (4.91%) PySpark
4 65 (3.94%) LangChain
5 63 (3.82%) scikit-learn
6 60 (3.64%) Terraform
7 55 (3.34%) Kafka
8 52 (3.15%) LangGraph
9 43 (2.61%) Pandas
10 39 (2.37%) Hugging Face
11 36 (2.18%) .NET
12 35 (2.12%) React
13 30 (1.82%) NumPy
14 26 (1.58%) REST
14 26 (1.58%) SpaCy
15 17 (1.03%) RESTful
15 17 (1.03%) Spring
16 16 (0.97%) FastAPI
17 15 (0.91%) Flask
18 13 (0.79%) Apache NiFi
Miscellaneous
1 116 (7.03%) AI Agents
2 100 (6.06%) Algorithms
3 94 (5.70%) Cloud Native
4 56 (3.40%) Product Ownership
5 47 (2.85%) Onboarding
6 43 (2.61%) Hedge funds
7 30 (1.82%) Data Structures
8 29 (1.76%) Distributed Systems
9 28 (1.70%) Blog
10 25 (1.52%) e-Learning
11 24 (1.46%) Management Information System
12 18 (1.09%) 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 (1.76%) Linux
2 13 (0.79%) 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
1 851 (51.61%) AI
2 783 (47.48%) Machine Learning
3 618 (37.48%) Analytics
4 303 (18.37%) CI/CD
5 275 (16.68%) Decision-Making
6 272 (16.49%) Software Engineering
7 254 (15.40%) Data Engineering
8 252 (15.28%) Data Pipeline
9 251 (15.22%) Roadmaps
10 249 (15.10%) Problem-Solving
11 241 (14.61%) Agile
12 231 (14.01%) Generative AI
13 218 (13.22%) Mentoring
14 215 (13.04%) Business Intelligence
15 202 (12.25%) Actionable Insight
16 192 (11.64%) MLOps
17 179 (10.86%) Continuous Improvement
18 177 (10.73%) Data Modelling
19 174 (10.55%) DevOps
20 163 (9.88%) LLM
Programming Languages
1 676 (40.99%) Python
2 477 (28.93%) SQL
3 101 (6.12%) Java
4 65 (3.94%) C++
5 60 (3.64%) JavaScript
6 58 (3.52%) C#
7 50 (3.03%) R
8 44 (2.67%) Scala
9 33 (2.00%) TypeScript
10 21 (1.27%) Bicep
11 20 (1.21%) C
11 20 (1.21%) Go
12 19 (1.15%) Kotlin
13 13 (0.79%) Rust
14 11 (0.67%) VBA
15 8 (0.49%) PHP
16 7 (0.42%) Bash
16 7 (0.42%) Shell Script
17 6 (0.36%) Groovy
17 6 (0.36%) Ruby
Qualifications
1 315 (19.10%) Degree
2 178 (10.79%) Security Cleared
3 89 (5.40%) DV Cleared
4 86 (5.22%) Master's Degree
5 80 (4.85%) SC Cleared
6 69 (4.18%) PhD
7 51 (3.09%) Azure Certification
8 50 (3.03%) Computer Science Degree
9 21 (1.27%) DBS Check
10 19 (1.15%) Microsoft Certification
11 18 (1.09%) AWS Certification
12 17 (1.03%) BPSS Clearance
13 16 (0.97%) SnowPro
14 10 (0.61%) Numerate Degree
14 10 (0.61%) PMI Certification
14 10 (0.61%) PMP
15 7 (0.42%) Microsoft Certified Professional
16 5 (0.30%) CISSP
17 3 (0.18%) Postgraduate
17 3 (0.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 216 (13.10%) Data Quality
2 42 (2.55%) GDPR
2 42 (2.55%) QA
3 25 (1.52%) Accessibility
4 16 (0.97%) Actionable Recommendations
5 13 (0.79%) ISO/IEC 27001
6 8 (0.49%) EU AI Act
7 4 (0.24%) SOC 2
8 3 (0.18%) IFRS
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 77 (4.67%) 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 67 (4.06%) Kubernetes
2 13 (0.79%) Kubeflow
3 7 (0.42%) Ansible
4 6 (0.36%) 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
1 224 (13.58%) Databricks
2 143 (8.67%) Microsoft
3 97 (5.88%) Google
4 27 (1.64%) OpenAI
5 19 (1.15%) 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 (0.42%) IBM
11 6 (0.36%) HP
11 6 (0.36%) 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