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

6 months to
3 Sep 2026
Same period 2025 Same period 2024
Rank 134 145 143
Rank change year-on-year +11 -2 -16
Permanent jobs citing Data Science 1,554 1,086 1,457
As % of all permanent jobs in the UK 1.41% 2.18% 1.80%
As % of the Processes & Methodologies category 1.93% 2.46% 2.23%
Number of salaries quoted 931 509 675
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 £68,500
Median % change year-on-year +3.45% +5.84% -2.94%
75th Percentile £95,000 £95,000 £91,250
90th Percentile £105,000 £120,000 £112,500
UK excluding London median annual salary £70,000 £57,500 £62,500
% change year-on-year +21.74% -8.00% -

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 80,423 44,076 65,401
As % of all permanent jobs advertised in the UK 73.05% 88.58% 80.81%
Number of salaries quoted 55,931 25,099 39,866
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,250 £36,250 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £56,341
Median % change year-on-year +9.09% -2.38% -6.10%
75th Percentile £79,938 £75,000 £75,000
90th Percentile £100,000 £96,250 £95,000
UK excluding London median annual salary £55,000 £47,500 £51,350
% change year-on-year +15.79% -7.50% -5.93%

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 3 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 3 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 +15 1,447 £75,000 +3.45% 3,210
UK excluding London +6 773 £70,000 +21.74% 1,218
London +1 707 £82,500 -2.94% 2,301
Work from Home +58 487 £75,000 +15.38% 1,064
North of England +98 260 £75,000 +36.08% 269
North West +84 161 £75,000 +30.43% 161
South East -83 146 £70,000 +27.27% 288
Midlands +20 132 £60,000 -7.34% 134
South West -8 123 £61,250 -12.50% 178
East Midlands +30 80 £70,000 +43.59% 62
Yorkshire -4 68 £70,000 +21.74% 76
West Midlands -13 52 £36,000 -45.66% 72
East of England -29 45 £72,500 +20.83% 162
North East -31 31 £80,000 +68.42% 33
Scotland +7 30 £80,013 -4.45% 120
Wales -35 29 £75,000 +76.21% 46
Northern Ireland -81 8 £72,500 - 41

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
1 117 (7.53%) Apache Spark
2 43 (2.77%) Apache
3 42 (2.70%) Apache Airflow
4 14 (0.90%) SAS
5 10 (0.64%) SharePoint
6 7 (0.45%) Confluence
6 7 (0.45%) 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 (0.064%) Apache Superset
9 1 (0.064%) ArcGIS
9 1 (0.064%) R Markdown
Applications
1 52 (3.35%) Microsoft Excel
2 13 (0.84%) 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 (0.064%) Microsoft Project
7 1 (0.064%) Trello
Business Applications
1 3 (0.19%) Infor M3
2 1 (0.064%) HFM
2 1 (0.064%) Oracle EBS
2 1 (0.064%) Oracle ERP
Cloud Services
1 376 (24.20%) AWS
2 334 (21.49%) Azure
3 203 (13.06%) GCP
4 155 (9.97%) Power Platform
5 109 (7.01%) Snowflake
6 73 (4.70%) Azure Data Factory
7 58 (3.73%) Azure Synapse Analytics
7 58 (3.73%) Serverless
8 45 (2.90%) AWS Lambda
9 43 (2.77%) SaaS
10 42 (2.70%) dbt
11 40 (2.57%) Amazon Bedrock
11 40 (2.57%) Anthropic Claude
12 38 (2.45%) Azure Machine Learning
13 35 (2.25%) Amazon S3
14 33 (2.12%) Azure Databricks
15 30 (1.93%) Azure DevOps
16 28 (1.80%) GitHub
17 24 (1.54%) Microsoft Purview
18 19 (1.22%) Google Analytics
Communications & Networking
1 44 (2.83%) 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 (0.064%) HTTP
5 1 (0.064%) SMS
Database & Business Intelligence
1 150 (9.65%) Power BI
2 123 (7.92%) Data Warehouse
3 103 (6.63%) Tableau
4 100 (6.44%) Data Lake
5 65 (4.18%) Amazon Redshift
6 60 (3.86%) Big Data
7 59 (3.80%) Metadata
8 56 (3.60%) NoSQL
9 43 (2.77%) Looker
10 39 (2.51%) BigQuery
11 37 (2.38%) Relational Database
12 36 (2.32%) PostgreSQL
13 35 (2.25%) SQL Server
14 32 (2.06%) Azure SQL Database
14 32 (2.06%) Delta Lake
15 28 (1.80%) MongoDB
16 27 (1.74%) Data Mining
17 26 (1.67%) Elasticsearch
17 26 (1.67%) Hadoop
18 20 (1.29%) Data Vault
Development Applications
1 95 (6.11%) Git
2 38 (2.45%) MLflow
3 31 (1.99%) Claude Code
4 14 (0.90%) JIRA
5 11 (0.71%) GitLab
6 9 (0.58%) Jenkins
7 5 (0.32%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.064%) Bitbucket
9 1 (0.064%) NUnit
9 1 (0.064%) Octopus Deploy
9 1 (0.064%) Selenium
9 1 (0.064%) TeamCity
9 1 (0.064%) Yeoman
General
1 419 (26.96%) Finance
2 323 (20.79%) Social Skills
3 307 (19.76%) Analytical Skills
4 137 (8.82%) Marketing
5 134 (8.62%) Inclusion and Diversity
6 132 (8.49%) Banking
7 92 (5.92%) Retail
8 87 (5.60%) Public Sector
9 80 (5.15%) Law
10 41 (2.64%) Legal
11 34 (2.19%) Advertising
11 34 (2.19%) Financial Institution
12 33 (2.12%) Influencing Skills
12 33 (2.12%) Organisational Skills
13 25 (1.61%) Presentation Skills
14 22 (1.42%) Games
15 20 (1.29%) Back Office
16 16 (1.03%) Manufacturing
17 14 (0.90%) Publishing
18 11 (0.71%) Military
Job Titles
1 586 (37.71%) Data Scientist
2 384 (24.71%) Senior
3 320 (20.59%) Senior Data Scientist
4 226 (14.54%) Lead
5 191 (12.29%) Data Engineer
6 100 (6.44%) Lead Data Scientist
7 99 (6.37%) Software Engineer
8 78 (5.02%) Architect
9 73 (4.70%) Analyst
10 72 (4.63%) Developer
11 54 (3.47%) Artificial Intelligence Engineer
12 47 (3.02%) Consultant
13 38 (2.45%) Data Analyst
14 37 (2.38%) Senior Data Engineer
15 35 (2.25%) Data Architect
15 35 (2.25%) Research Scientist
16 33 (2.12%) Machine Learning Scientist
17 30 (1.93%) Principal Data Scientist
18 29 (1.87%) Enterprise Architect
19 28 (1.80%) Python Engineer
Libraries, Frameworks & Software Standards
1 132 (8.49%) PyTorch
2 115 (7.40%) TensorFlow
3 88 (5.66%) scikit-learn
4 78 (5.02%) LangChain
5 71 (4.57%) Kafka
5 71 (4.57%) PySpark
6 65 (4.18%) Terraform
7 52 (3.35%) Pandas
8 47 (3.02%) LangGraph
9 34 (2.19%) Hugging Face
9 34 (2.19%) React
10 33 (2.12%) NumPy
11 28 (1.80%) LlamaIndex
12 26 (1.67%) REST
13 25 (1.61%) .NET
14 22 (1.42%) SpaCy
15 21 (1.35%) Spring
16 20 (1.29%) FastAPI
16 20 (1.29%) pgvector
17 19 (1.22%) RESTful
Miscellaneous
1 109 (7.01%) Cloud Native
2 100 (6.44%) Algorithms
3 96 (6.18%) AI Agents
4 52 (3.35%) Onboarding
5 50 (3.22%) Product Ownership
6 49 (3.15%) Distributed Systems
7 34 (2.19%) Hedge funds
8 32 (2.06%) Video\Live Streaming
9 29 (1.87%) Data Structures
10 27 (1.74%) Clustering
11 25 (1.61%) Over-the-Top Content
12 24 (1.54%) Blog
12 24 (1.54%) Public Cloud
13 21 (1.35%) e-Learning
13 21 (1.35%) Social Media
14 18 (1.16%) Management Information System
15 17 (1.09%) Credit Risk
16 16 (1.03%) Life Science
17 14 (0.90%) Greenfield Project
18 13 (0.84%) Self-Motivation
Operating Systems
1 23 (1.48%) Linux
2 10 (0.64%) 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 (0.064%) Red Hat Enterprise Linux
5 1 (0.064%) Rocky
Processes & Methodologies
1 796 (51.22%) AI
2 746 (48.01%) Machine Learning
3 619 (39.83%) Analytics
4 296 (19.05%) CI/CD
5 288 (18.53%) Decision-Making
6 275 (17.70%) Software Engineering
7 273 (17.57%) Data Engineering
8 261 (16.80%) Problem-Solving
9 259 (16.67%) Agile
10 245 (15.77%) Data Pipeline
11 244 (15.70%) Roadmaps
12 236 (15.19%) Business Intelligence
13 231 (14.86%) Mentoring
14 217 (13.96%) Generative AI
15 190 (12.23%) MLOps
16 184 (11.84%) Actionable Insight
17 181 (11.65%) Data Modelling
18 162 (10.42%) Continuous Improvement
19 161 (10.36%) Visualisation
20 155 (9.97%) Computer Science
Programming Languages
1 685 (44.08%) Python
2 469 (30.18%) SQL
3 98 (6.31%) Java
4 61 (3.93%) C++
5 59 (3.80%) Scala
6 50 (3.22%) JavaScript
7 45 (2.90%) C#
8 42 (2.70%) R
9 30 (1.93%) Go
10 20 (1.29%) Bicep
10 20 (1.29%) C
11 19 (1.22%) TypeScript
12 14 (0.90%) VBA
13 11 (0.71%) Julia
14 10 (0.64%) Kotlin
14 10 (0.64%) PHP
15 8 (0.51%) Groovy
16 6 (0.39%) Ruby
17 5 (0.32%) Rust
18 4 (0.26%) Bash
Qualifications
1 326 (20.98%) Degree
2 167 (10.75%) Security Cleared
3 91 (5.86%) DV Cleared
4 84 (5.41%) Master's Degree
5 67 (4.31%) SC Cleared
6 63 (4.05%) PhD
7 49 (3.15%) Computer Science Degree
8 35 (2.25%) Azure Certification
9 31 (1.99%) DBS Check
10 19 (1.22%) Microsoft Certification
11 17 (1.09%) BPSS Clearance
12 16 (1.03%) SnowPro
13 15 (0.97%) AWS Certification
14 9 (0.58%) Numerate Degree
15 8 (0.51%) Postgraduate
16 6 (0.39%) PMI Certification
16 6 (0.39%) PMP
17 5 (0.32%) Microsoft Certified Professional
18 3 (0.19%) CISSP
18 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 195 (12.55%) Data Quality
2 43 (2.77%) GDPR
3 38 (2.45%) QA
4 26 (1.67%) Accessibility
5 15 (0.97%) California Consumer Privacy Act
6 12 (0.77%) 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 (0.064%) GRC
11 1 (0.064%) ISO 9001
11 1 (0.064%) ISO/IEC 20000
11 1 (0.064%) Software Quality Assurance
System Software
1 89 (5.73%) Docker
2 3 (0.19%) Firmware
3 2 (0.13%) Active Directory
3 2 (0.13%) IAG
4 1 (0.064%) Virtual Desktop
4 1 (0.064%) Virtual Machines
4 1 (0.064%) VMware ESXi
4 1 (0.064%) VMware Infrastructure
4 1 (0.064%) vSphere
Systems Management
1 70 (4.50%) Kubernetes
2 15 (0.97%) Kubeflow
3 6 (0.39%) Hadoop YARN
4 5 (0.32%) Ansible
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 (0.064%) Prometheus
8 1 (0.064%) Puppet
Vendors
1 228 (14.67%) Databricks
2 130 (8.37%) Microsoft
3 89 (5.73%) Google
4 27 (1.74%) Dell
5 25 (1.61%) OpenAI
6 18 (1.16%) Oracle
6 18 (1.16%) Typelevel
7 15 (0.97%) Cloudera
8 14 (0.90%) Teradata
9 13 (0.84%) Informatica
9 13 (0.84%) Workday
10 12 (0.77%) Denodo
11 11 (0.71%) SAP
12 10 (0.64%) LexisNexis
13 7 (0.45%) IBM
14 6 (0.39%) Foundry
14 6 (0.39%) HP
14 6 (0.39%) Salesforce
15 5 (0.32%) Alteryx
16 4 (0.26%) CA Agile Central