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

6 months to
14 Sep 2026
Same period 2025 Same period 2024
Rank 134 143 147
Rank change year-on-year +9 +4 -24
Permanent jobs citing Data Science 1,578 1,084 1,361
As % of all permanent jobs in the UK 1.39% 2.19% 1.75%
As % of the Processes & Methodologies category 1.91% 2.47% 2.16%
Number of salaries quoted 949 501 625
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 £105,250 £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 82,630 43,847 63,101
As % of all permanent jobs advertised in the UK 72.77% 88.67% 80.95%
Number of salaries quoted 57,445 24,695 36,468
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 £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% -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 14 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 14 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 +17 1,469 £75,000 +3.45% 3,855
UK excluding London -2 788 £70,000 +21.74% 1,469
London +5 718 £85,000 - 2,717
Work from Home +50 473 £75,000 +12.78% 2,116
North of England +97 268 £75,026 +36.41% 360
North West +82 167 £75,000 +30.43% 206
South East -94 155 £70,000 +27.27% 320
Midlands +19 137 £60,000 -7.69% 165
South West -19 119 £60,000 -14.29% 194
East Midlands +22 82 £70,000 +75.00% 76
Yorkshire +25 70 £72,500 +31.54% 118
West Midlands -13 55 £39,000 -43.27% 89
East of England -23 42 £70,000 +16.67% 177
Scotland +5 31 £75,026 -10.40% 156
North East -35 31 £80,000 +68.42% 37
Wales -49 29 £75,000 +76.21% 67
Northern Ireland -75 7 £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
1 121 (7.67%) Apache Spark
2 43 (2.72%) Apache
3 39 (2.47%) Apache Airflow
4 15 (0.95%) SAS
5 11 (0.70%) 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 50 (3.17%) 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 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
1 364 (23.07%) AWS
2 338 (21.42%) Azure
3 192 (12.17%) GCP
4 153 (9.70%) Power Platform
5 110 (6.97%) Snowflake
6 74 (4.69%) Azure Data Factory
7 59 (3.74%) Serverless
8 58 (3.68%) Azure Synapse Analytics
9 46 (2.92%) AWS Lambda
10 44 (2.79%) Anthropic Claude
11 43 (2.72%) Amazon Bedrock
11 43 (2.72%) SaaS
12 39 (2.47%) Azure Machine Learning
12 39 (2.47%) dbt
13 36 (2.28%) Azure Databricks
14 35 (2.22%) Azure DevOps
15 34 (2.15%) Amazon S3
16 31 (1.96%) GitHub
17 26 (1.65%) Microsoft Purview
18 19 (1.20%) Amazon EC2
Communications & Networking
1 31 (1.96%) 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
1 147 (9.32%) Power BI
2 121 (7.67%) Data Warehouse
3 103 (6.53%) Data Lake
4 99 (6.27%) Tableau
5 63 (3.99%) Amazon Redshift
5 63 (3.99%) Metadata
6 61 (3.87%) Big Data
7 54 (3.42%) NoSQL
8 40 (2.53%) Looker
9 37 (2.34%) Relational Database
10 36 (2.28%) Delta Lake
10 36 (2.28%) SQL Server
11 35 (2.22%) BigQuery
12 34 (2.15%) Azure SQL Database
13 32 (2.03%) PostgreSQL
14 28 (1.77%) Data Mining
15 27 (1.71%) Hadoop
16 25 (1.58%) MongoDB
17 22 (1.39%) Elasticsearch
18 21 (1.33%) Spark SQL
Development Applications
1 97 (6.15%) Git
2 38 (2.41%) MLflow
3 35 (2.22%) Claude Code
4 14 (0.89%) JIRA
5 11 (0.70%) 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%) Bitbucket
10 1 (0.063%) NUnit
10 1 (0.063%) Selenium
10 1 (0.063%) Yeoman
General
1 425 (26.93%) Finance
2 329 (20.85%) Social Skills
3 305 (19.33%) Analytical Skills
4 138 (8.75%) Banking
5 136 (8.62%) Marketing
6 133 (8.43%) Inclusion and Diversity
7 94 (5.96%) Retail
8 88 (5.58%) Public Sector
9 81 (5.13%) Law
10 44 (2.79%) Legal
11 37 (2.34%) Influencing Skills
12 35 (2.22%) 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 (1.27%) Back Office
18 18 (1.14%) Manufacturing
19 14 (0.89%) Publishing
20 13 (0.82%) Military
Job Titles
1 609 (38.59%) Data Scientist
2 399 (25.29%) Senior
3 338 (21.42%) Senior Data Scientist
4 231 (14.64%) Lead
5 196 (12.42%) Data Engineer
6 104 (6.59%) Lead Data Scientist
7 101 (6.40%) Software Engineer
8 81 (5.13%) Architect
9 73 (4.63%) Analyst
10 69 (4.37%) Developer
11 57 (3.61%) Artificial Intelligence Engineer
12 44 (2.79%) Consultant
13 41 (2.60%) Senior Data Engineer
14 39 (2.47%) Research Scientist
15 36 (2.28%) Data Analyst
16 35 (2.22%) Data Architect
17 32 (2.03%) Enterprise Architect
17 32 (2.03%) Machine Learning Scientist
18 31 (1.96%) Principal Data Scientist
19 30 (1.90%) Finance Manager
Libraries, Frameworks & Software Standards
1 132 (8.37%) PyTorch
2 118 (7.48%) TensorFlow
3 88 (5.58%) scikit-learn
4 79 (5.01%) LangChain
5 76 (4.82%) PySpark
6 71 (4.50%) Kafka
7 63 (3.99%) Terraform
8 54 (3.42%) Pandas
9 49 (3.11%) LangGraph
10 36 (2.28%) Hugging Face
11 35 (2.22%) NumPy
12 34 (2.15%) React
13 27 (1.71%) .NET
13 27 (1.71%) LlamaIndex
14 24 (1.52%) REST
15 23 (1.46%) SpaCy
16 20 (1.27%) FastAPI
16 20 (1.27%) Spring
17 19 (1.20%) Flask
17 19 (1.20%) pgvector
Miscellaneous
1 111 (7.03%) Cloud Native
2 102 (6.46%) AI Agents
3 101 (6.40%) Algorithms
4 55 (3.49%) Product Ownership
5 50 (3.17%) Onboarding
6 40 (2.53%) Distributed Systems
7 37 (2.34%) Hedge funds
8 30 (1.90%) Data Structures
9 26 (1.65%) Clustering
10 25 (1.58%) Blog
11 24 (1.52%) Public Cloud
12 22 (1.39%) e-Learning
12 22 (1.39%) Video\Live Streaming
13 20 (1.27%) Social Media
14 19 (1.20%) Management Information System
15 18 (1.14%) Credit Risk
16 15 (0.95%) Over-the-Top Content
17 14 (0.89%) Self-Motivation
18 12 (0.76%) Analytical Mindset
18 12 (0.76%) Greenfield Project
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
1 817 (51.77%) AI
2 748 (47.40%) Machine Learning
3 620 (39.29%) Analytics
4 292 (18.50%) Decision-Making
5 290 (18.38%) CI/CD
6 275 (17.43%) Data Engineering
7 271 (17.17%) Software Engineering
8 259 (16.41%) Agile
9 252 (15.97%) Data Pipeline
9 252 (15.97%) Problem-Solving
10 250 (15.84%) Roadmaps
11 234 (14.83%) Business Intelligence
12 227 (14.39%) Mentoring
13 219 (13.88%) Generative AI
14 195 (12.36%) MLOps
15 185 (11.72%) Actionable Insight
16 182 (11.53%) Data Modelling
17 170 (10.77%) Continuous Improvement
18 163 (10.33%) DevOps
19 156 (9.89%) LLM
Programming Languages
1 671 (42.52%) Python
2 476 (30.16%) SQL
3 98 (6.21%) Java
4 63 (3.99%) C++
5 54 (3.42%) JavaScript
6 51 (3.23%) Scala
7 48 (3.04%) C#
8 45 (2.85%) R
9 21 (1.33%) Bicep
10 20 (1.27%) C
11 19 (1.20%) Go
12 17 (1.08%) TypeScript
13 14 (0.89%) VBA
14 10 (0.63%) Kotlin
14 10 (0.63%) PHP
15 9 (0.57%) Julia
16 7 (0.44%) Groovy
17 6 (0.38%) Ruby
18 5 (0.32%) Rust
19 4 (0.25%) Bash
Qualifications
1 319 (20.22%) Degree
2 172 (10.90%) Security Cleared
3 89 (5.64%) DV Cleared
4 82 (5.20%) Master's Degree
5 77 (4.88%) SC Cleared
6 63 (3.99%) PhD
7 47 (2.98%) Computer Science Degree
8 38 (2.41%) Azure Certification
9 30 (1.90%) DBS Check
10 19 (1.20%) Microsoft Certification
11 17 (1.08%) BPSS Clearance
12 16 (1.01%) SnowPro
13 15 (0.95%) AWS Certification
14 9 (0.57%) Numerate Degree
15 8 (0.51%) PMI Certification
15 8 (0.51%) PMP
16 6 (0.38%) Postgraduate
17 5 (0.32%) Microsoft Certified Professional
18 4 (0.25%) CISSP
19 3 (0.19%) AWS Certified Cloud Practitioner
Quality Assurance & Compliance
1 203 (12.86%) Data Quality
2 44 (2.79%) GDPR
3 40 (2.53%) QA
4 24 (1.52%) Accessibility
5 14 (0.89%) California Consumer Privacy Act
6 12 (0.76%) Actionable Recommendations
7 11 (0.70%) 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 79 (5.01%) 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 (4.25%) 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
1 236 (14.96%) Databricks
2 133 (8.43%) Microsoft
3 89 (5.64%) Google
4 26 (1.65%) Dell
5 25 (1.58%) OpenAI
6 17 (1.08%) Oracle
7 14 (0.89%) Cloudera
7 14 (0.89%) Teradata
7 14 (0.89%) Workday
8 13 (0.82%) Informatica
8 13 (0.82%) LexisNexis
9 12 (0.76%) Denodo
10 11 (0.70%) SAP
11 9 (0.57%) Typelevel
12 7 (0.44%) IBM
13 6 (0.38%) Foundry
13 6 (0.38%) HP
13 6 (0.38%) Infor
13 6 (0.38%) Salesforce
14 5 (0.32%) Alteryx