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 17 August 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 133 149 156
Rank change year-on-year +16 +7 -30
Permanent jobs citing Data Science 1,547 1,101 1,398
As % of all permanent jobs in the UK 1.44% 2.19% 1.69%
As % of the Processes & Methodologies category 1.97% 2.46% 2.09%
Number of salaries quoted 883 500 725
10th Percentile £43,800 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £68,500
Median % change year-on-year +3.45% +5.84% -3.35%
75th Percentile £95,000 £95,000 £91,250
90th Percentile £105,000 £120,000 £112,500
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -6.25%

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 78,635 44,750 66,977
As % of all permanent jobs advertised in the UK 73.41% 89.19% 80.88%
Number of salaries quoted 54,192 25,377 43,044
10th Percentile £30,780 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -9.09%

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 17 August 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 17 August 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 +15 1,431 £75,000 +3.45% 1,675
UK excluding London +7 751 £70,000 +16.67% 781
London +2 716 £80,000 -5.88% 1,101
Work from Home +49 484 £75,000 +15.38% 564
North of England +86 236 £75,000 +36.36% 194
North West +78 153 £75,000 +36.36% 114
South East -96 143 £70,000 +27.27% 211
Midlands +34 134 £57,500 -11.54% 78
South West -10 128 £60,000 -14.29% 105
East Midlands +27 77 £70,000 +19.15% 34
Yorkshire +9 57 £70,000 +24.19% 60
West Midlands +6 57 £36,000 -44.62% 44
East of England -18 46 £75,000 +25.00% 82
Wales -38 29 £75,000 +49.63% 36
Scotland -8 28 £75,026 -2.40% 65
North East -42 26 £80,000 +68.42% 21
Northern Ireland -70 7 £55,000 - 28

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 (7.95%) Apache Spark
2 56 (3.62%) Apache Airflow
3 44 (2.84%) Apache
4 13 (0.84%) SAS
5 12 (0.78%) SharePoint
6 10 (0.65%) ArcGIS
7 7 (0.45%) Confluence
8 6 (0.39%) Jupyter
9 5 (0.32%) ColdFusion
10 4 (0.26%) GeoServer
11 2 (0.13%) Apache Pulsar
11 2 (0.13%) Luigi
11 2 (0.13%) Oracle Application Server
11 2 (0.13%) Tornado
12 1 (0.065%) Apache Superset
12 1 (0.065%) R Markdown
Applications
1 54 (3.49%) Microsoft Excel
2 13 (0.84%) Microsoft Office
3 8 (0.52%) Microsoft PowerPoint
4 5 (0.32%) Chatbot
5 3 (0.19%) SPSS
6 2 (0.13%) Final Cut Pro
7 1 (0.065%) Microsoft Project
7 1 (0.065%) Spreadsheet
7 1 (0.065%) Trello
Business Applications
1 1 (0.065%) HFM
1 1 (0.065%) Oracle EBS
1 1 (0.065%) Oracle ERP
Cloud Services
1 399 (25.79%) AWS
2 352 (22.75%) Azure
3 223 (14.41%) GCP
4 159 (10.28%) Power Platform
5 119 (7.69%) Snowflake
6 67 (4.33%) Azure Data Factory
7 61 (3.94%) Azure Synapse Analytics
8 53 (3.43%) dbt
9 51 (3.30%) Serverless
10 44 (2.84%) SaaS
11 36 (2.33%) Amazon S3
12 35 (2.26%) AWS Lambda
13 34 (2.20%) Azure Machine Learning
14 31 (2.00%) Amazon Bedrock
15 30 (1.94%) Anthropic Claude
16 28 (1.81%) Azure DevOps
17 25 (1.62%) GitHub
18 22 (1.42%) Microsoft Purview
19 18 (1.16%) Google Analytics
20 16 (1.03%) Google Gemini
Communications & Networking
1 54 (3.49%) Broadband
2 6 (0.39%) 5G
2 6 (0.39%) BGP
2 6 (0.39%) DNS
2 6 (0.39%) Internet
2 6 (0.39%) IPsec
2 6 (0.39%) VPN
3 4 (0.26%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.065%) HTTP
5 1 (0.065%) Kerberos
5 1 (0.065%) SMS
Database & Business Intelligence
1 152 (9.83%) Power BI
2 142 (9.18%) Data Warehouse
3 115 (7.43%) Data Lake
4 108 (6.98%) Tableau
5 73 (4.72%) Amazon Redshift
6 60 (3.88%) Big Data
6 60 (3.88%) NoSQL
7 59 (3.81%) Metadata
8 50 (3.23%) BigQuery
8 50 (3.23%) Looker
9 42 (2.71%) PostgreSQL
10 40 (2.59%) Relational Database
11 39 (2.52%) Elasticsearch
12 36 (2.33%) SQL Server
13 35 (2.26%) MongoDB
14 31 (2.00%) Azure SQL Database
15 30 (1.94%) Delta Lake
16 28 (1.81%) Hadoop
17 25 (1.62%) Snowflake Schema
18 24 (1.55%) Data Mining
Development Applications
1 90 (5.82%) Git
2 47 (3.04%) MLflow
3 21 (1.36%) Claude Code
4 14 (0.90%) JIRA
5 11 (0.71%) Jenkins
6 10 (0.65%) GitLab
7 5 (0.32%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.065%) Bitbucket
9 1 (0.065%) NUnit
9 1 (0.065%) Selenium
9 1 (0.065%) TeamCity
9 1 (0.065%) Yeoman
General
1 411 (26.57%) Finance
2 312 (20.17%) Social Skills
3 298 (19.26%) Analytical Skills
4 137 (8.86%) Marketing
5 132 (8.53%) Inclusion and Diversity
6 119 (7.69%) Banking
7 85 (5.49%) Law
8 82 (5.30%) Retail
9 75 (4.85%) Public Sector
10 39 (2.52%) Legal
11 34 (2.20%) Advertising
12 32 (2.07%) Organisational Skills
13 31 (2.00%) Financial Institution
14 30 (1.94%) Influencing Skills
15 24 (1.55%) Presentation Skills
16 22 (1.42%) Games
17 20 (1.29%) Back Office
18 15 (0.97%) Manufacturing
18 15 (0.97%) Publishing
19 12 (0.78%) Aerospace
Job Titles
1 578 (37.36%) Data Scientist
2 359 (23.21%) Senior
3 295 (19.07%) Senior Data Scientist
4 220 (14.22%) Lead
5 174 (11.25%) Data Engineer
6 98 (6.33%) Lead Data Scientist
7 97 (6.27%) Software Engineer
8 76 (4.91%) Developer
9 75 (4.85%) Analyst
10 71 (4.59%) Architect
11 59 (3.81%) Consultant
12 47 (3.04%) Artificial Intelligence Engineer
13 38 (2.46%) Data Analyst
14 35 (2.26%) Data Architect
15 34 (2.20%) Machine Learning Scientist
15 34 (2.20%) Research Scientist
16 32 (2.07%) Senior Data Engineer
17 29 (1.87%) Python Engineer
18 28 (1.81%) Product Specialist
19 27 (1.75%) Data Manager
Libraries, Frameworks & Software Standards
1 146 (9.44%) PyTorch
2 120 (7.76%) TensorFlow
3 94 (6.08%) scikit-learn
4 83 (5.37%) Kafka
5 77 (4.98%) LangChain
6 53 (3.43%) PySpark
7 51 (3.30%) Pandas
8 39 (2.52%) LangGraph
9 35 (2.26%) LlamaIndex
10 34 (2.20%) React
11 33 (2.13%) Hugging Face
12 32 (2.07%) NumPy
13 28 (1.81%) gRPC
13 28 (1.81%) pgvector
14 26 (1.68%) REST
15 21 (1.36%) Node.js
15 21 (1.36%) RESTful
15 21 (1.36%) Spring
16 20 (1.29%) FastAPI
17 19 (1.23%) SpaCy
Miscellaneous
1 112 (7.24%) Algorithms
1 112 (7.24%) Cloud Native
2 82 (5.30%) AI Agents
3 61 (3.94%) Distributed Systems
4 53 (3.43%) Onboarding
5 49 (3.17%) Product Ownership
6 41 (2.65%) Video\Live Streaming
7 34 (2.20%) Clustering
7 34 (2.20%) Over-the-Top Content
8 30 (1.94%) Public Cloud
9 27 (1.75%) Data Structures
9 27 (1.75%) Management Information System
10 25 (1.62%) Hedge funds
11 24 (1.55%) Blog
12 22 (1.42%) Social Media
13 20 (1.29%) Life Science
14 18 (1.16%) e-Learning
14 18 (1.16%) Greenfield Project
15 15 (0.97%) Credit Risk
16 12 (0.78%) Self-Motivation
Operating Systems
1 27 (1.75%) Linux
2 12 (0.78%) 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 (0.065%) Red Hat Enterprise Linux
5 1 (0.065%) Rocky
5 1 (0.065%) Unix
Processes & Methodologies
1 805 (52.04%) AI
2 754 (48.74%) Machine Learning
3 632 (40.85%) Analytics
4 284 (18.36%) Decision-Making
5 283 (18.29%) CI/CD
6 275 (17.78%) Software Engineering
7 269 (17.39%) Data Engineering
8 260 (16.81%) Problem-Solving
9 256 (16.55%) Agile
10 249 (16.10%) Data Pipeline
11 234 (15.13%) Business Intelligence
12 231 (14.93%) Roadmaps
13 225 (14.54%) Generative AI
14 222 (14.35%) Mentoring
15 197 (12.73%) MLOps
16 180 (11.64%) Data Modelling
17 179 (11.57%) Actionable Insight
18 164 (10.60%) Use Case
19 163 (10.54%) Computer Science
20 159 (10.28%) Visualisation
Programming Languages
1 707 (45.70%) Python
2 451 (29.15%) SQL
3 92 (5.95%) Java
4 68 (4.40%) Scala
5 48 (3.10%) C++
6 43 (2.78%) JavaScript
6 43 (2.78%) R
7 39 (2.52%) Go
8 29 (1.87%) C#
9 20 (1.29%) Bicep
9 20 (1.29%) C
10 19 (1.23%) TypeScript
11 16 (1.03%) VBA
12 10 (0.65%) Julia
12 10 (0.65%) Kotlin
12 10 (0.65%) PHP
13 8 (0.52%) Groovy
14 7 (0.45%) Bash
15 6 (0.39%) Ruby
16 5 (0.32%) Rust
Qualifications
1 344 (22.24%) Degree
2 166 (10.73%) Security Cleared
3 89 (5.75%) DV Cleared
4 85 (5.49%) Master's Degree
5 67 (4.33%) SC Cleared
6 61 (3.94%) PhD
7 51 (3.30%) Computer Science Degree
8 34 (2.20%) Azure Certification
9 28 (1.81%) DBS Check
10 18 (1.16%) BPSS Clearance
11 17 (1.10%) Microsoft Certification
12 14 (0.90%) AWS Certification
12 14 (0.90%) SnowPro
13 8 (0.52%) Numerate Degree
13 8 (0.52%) Postgraduate
14 5 (0.32%) Microsoft Certified Professional
15 3 (0.19%) CISSP
15 3 (0.19%) PMI Certification
15 3 (0.19%) PMP
15 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 173 (11.18%) Data Quality
2 51 (3.30%) GDPR
3 46 (2.97%) QA
4 39 (2.52%) Accessibility
5 23 (1.49%) California Consumer Privacy Act
6 13 (0.84%) Actionable Recommendations
7 11 (0.71%) ISO/IEC 27001
8 6 (0.39%) 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 (0.065%) ISO 9001
11 1 (0.065%) ISO/IEC 20000
11 1 (0.065%) Software Quality Assurance
System Software
1 100 (6.46%) Docker
2 4 (0.26%) Active Directory
3 3 (0.19%) Firmware
4 2 (0.13%) IAG
5 1 (0.065%) Virtual Desktop
5 1 (0.065%) Virtual Machines
5 1 (0.065%) VMware ESXi
5 1 (0.065%) VMware Infrastructure
5 1 (0.065%) vSphere
Systems Management
1 73 (4.72%) Kubernetes
2 68 (4.40%) Terraform
3 15 (0.97%) Kubeflow
4 6 (0.39%) Ansible
4 6 (0.39%) Hadoop YARN
5 4 (0.26%) Argo
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%) Grafana
7 2 (0.13%) Jamf Pro
8 1 (0.065%) Prometheus
8 1 (0.065%) Puppet
Vendors
1 231 (14.93%) Databricks
2 121 (7.82%) Microsoft
3 92 (5.95%) Google
4 48 (3.10%) Dell
5 27 (1.75%) Typelevel
6 26 (1.68%) Informatica
6 26 (1.68%) Teradata
7 25 (1.62%) OpenAI
8 24 (1.55%) Denodo
9 23 (1.49%) Cloudera
10 20 (1.29%) Oracle
11 11 (0.71%) SAP
12 10 (0.65%) LexisNexis
12 10 (0.65%) Workday
13 7 (0.45%) IBM
13 7 (0.45%) ServiceNow
14 6 (0.39%) Foundry
14 6 (0.39%) HP
15 5 (0.32%) Alteryx
15 5 (0.32%) Salesforce