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

6 months to
6 Sep 2026
Same period 2025 Same period 2024
Rank 135 143 138
Rank change year-on-year +8 -5 -18
Permanent jobs citing Data Science 1,576 1,084 1,442
As % of all permanent jobs in the UK 1.41% 2.19% 1.82%
As % of the Processes & Methodologies category 1.93% 2.47% 2.25%
Number of salaries quoted 944 507 659
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £52,500
Median annual salary (50th Percentile) £75,000 £74,000 £67,500
Median % change year-on-year +1.35% +9.63% -4.36%
75th Percentile £95,000 £95,000 £90,625
90th Percentile £105,000 £120,000 £115,000
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 81,483 43,799 64,049
As % of all permanent jobs advertised in the UK 72.97% 88.49% 80.62%
Number of salaries quoted 56,701 24,787 38,319
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,585 £36,250 £41,500
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 £75,000
90th Percentile £100,000 £96,750 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,000
% change year-on-year +15.79% -8.65% -4.59%

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 6 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 6 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 +14 1,467 £75,000 +3.45% 2,522
UK excluding London +4 783 £70,000 +21.74% 976
London +2 717 £83,500 -1.76% 1,802
Work from Home +49 489 £75,000 +12.36% 825
North of England +87 263 £75,013 +36.39% 219
North West +73 162 £75,000 +33.33% 132
South East -78 151 £70,000 +27.27% 234
Midlands +30 135 £60,000 -6.98% 113
South West -9 122 £62,500 -10.71% 141
East Midlands +22 80 £70,000 +75.00% 59
Yorkshire +5 70 £70,000 +26.74% 64
West Midlands -12 55 £36,000 -45.66% 54
East of England -23 45 £72,500 +20.83% 128
North East -40 31 £80,000 +68.42% 24
Scotland +1 30 £80,013 -4.45% 84
Wales -36 29 £75,000 +76.21% 45
Northern Ireland -73 8 £72,500 - 30

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
1 118 (7.49%) Apache Spark
2 44 (2.79%) Apache
3 42 (2.66%) Apache Airflow
4 15 (0.95%) SAS
5 10 (0.63%) 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 52 (3.30%) 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 3 (0.19%) Infor M3
2 1 (0.063%) HFM
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
Cloud Services
1 376 (23.86%) AWS
2 338 (21.45%) Azure
3 204 (12.94%) GCP
4 154 (9.77%) Power Platform
5 109 (6.92%) Snowflake
6 75 (4.76%) Azure Data Factory
7 59 (3.74%) Azure Synapse Analytics
8 58 (3.68%) Serverless
9 45 (2.86%) AWS Lambda
10 43 (2.73%) SaaS
11 42 (2.66%) dbt
12 40 (2.54%) Amazon Bedrock
12 40 (2.54%) Anthropic Claude
13 38 (2.41%) Azure Machine Learning
14 34 (2.16%) Amazon S3
14 34 (2.16%) Azure Databricks
15 32 (2.03%) Azure DevOps
16 29 (1.84%) GitHub
17 25 (1.59%) Microsoft Purview
18 19 (1.21%) Google Analytics
Communications & Networking
1 44 (2.79%) Broadband
2 6 (0.38%) 5G
2 6 (0.38%) BGP
2 6 (0.38%) DNS
2 6 (0.38%) Internet
2 6 (0.38%) IPsec
2 6 (0.38%) VPN
3 4 (0.25%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.063%) HTTP
5 1 (0.063%) SMS
Database & Business Intelligence
1 149 (9.45%) Power BI
2 125 (7.93%) Data Warehouse
3 102 (6.47%) Tableau
4 101 (6.41%) Data Lake
5 65 (4.12%) Amazon Redshift
6 61 (3.87%) Big Data
6 61 (3.87%) Metadata
7 57 (3.62%) NoSQL
8 43 (2.73%) Looker
9 39 (2.47%) BigQuery
10 38 (2.41%) Relational Database
11 36 (2.28%) PostgreSQL
12 35 (2.22%) SQL Server
13 34 (2.16%) Delta Lake
14 33 (2.09%) Azure SQL Database
15 28 (1.78%) MongoDB
16 27 (1.71%) Data Mining
17 26 (1.65%) Hadoop
18 25 (1.59%) Elasticsearch
19 20 (1.27%) Spark SQL
Development Applications
1 95 (6.03%) Git
2 38 (2.41%) MLflow
3 31 (1.97%) Claude Code
4 14 (0.89%) JIRA
5 10 (0.63%) GitLab
5 10 (0.63%) Jenkins
6 5 (0.32%) Visual Studio Code
7 2 (0.13%) JUnit
7 2 (0.13%) Octopus Deploy
8 1 (0.063%) Bitbucket
8 1 (0.063%) NUnit
8 1 (0.063%) Selenium
8 1 (0.063%) TeamCity
8 1 (0.063%) Yeoman
General
1 422 (26.78%) Finance
2 327 (20.75%) Social Skills
3 307 (19.48%) Analytical Skills
4 138 (8.76%) Marketing
5 133 (8.44%) Banking
6 130 (8.25%) Inclusion and Diversity
7 92 (5.84%) Retail
8 88 (5.58%) Public Sector
9 80 (5.08%) Law
10 41 (2.60%) Legal
11 34 (2.16%) Advertising
11 34 (2.16%) Financial Institution
11 34 (2.16%) Influencing Skills
12 33 (2.09%) Organisational Skills
13 25 (1.59%) Presentation Skills
14 22 (1.40%) Games
15 20 (1.27%) Back Office
16 16 (1.02%) Manufacturing
17 14 (0.89%) Publishing
18 11 (0.70%) Military
Job Titles
1 601 (38.13%) Data Scientist
2 394 (25.00%) Senior
3 330 (20.94%) Senior Data Scientist
4 229 (14.53%) Lead
5 195 (12.37%) Data Engineer
6 102 (6.47%) Lead Data Scientist
6 102 (6.47%) Software Engineer
7 78 (4.95%) Architect
8 74 (4.70%) Analyst
9 72 (4.57%) Developer
10 56 (3.55%) Artificial Intelligence Engineer
11 46 (2.92%) Consultant
12 39 (2.47%) Senior Data Engineer
13 38 (2.41%) Data Analyst
13 38 (2.41%) Research Scientist
14 35 (2.22%) Data Architect
15 33 (2.09%) Machine Learning Scientist
16 31 (1.97%) Principal Data Scientist
17 29 (1.84%) Enterprise Architect
18 27 (1.71%) Finance Manager
Libraries, Frameworks & Software Standards
1 133 (8.44%) PyTorch
2 116 (7.36%) TensorFlow
3 89 (5.65%) scikit-learn
4 79 (5.01%) LangChain
5 73 (4.63%) PySpark
6 72 (4.57%) Kafka
7 65 (4.12%) Terraform
8 52 (3.30%) Pandas
9 48 (3.05%) LangGraph
10 34 (2.16%) Hugging Face
10 34 (2.16%) React
11 33 (2.09%) NumPy
12 28 (1.78%) LlamaIndex
13 26 (1.65%) REST
14 25 (1.59%) .NET
15 22 (1.40%) SpaCy
16 21 (1.33%) Spring
17 20 (1.27%) FastAPI
17 20 (1.27%) pgvector
18 19 (1.21%) RESTful
Miscellaneous
1 111 (7.04%) Cloud Native
2 100 (6.35%) Algorithms
3 96 (6.09%) AI Agents
4 52 (3.30%) Onboarding
4 52 (3.30%) Product Ownership
5 49 (3.11%) Distributed Systems
6 34 (2.16%) Hedge funds
7 32 (2.03%) Video\Live Streaming
8 29 (1.84%) Data Structures
9 27 (1.71%) Clustering
10 25 (1.59%) Over-the-Top Content
11 24 (1.52%) Blog
11 24 (1.52%) Public Cloud
12 21 (1.33%) e-Learning
12 21 (1.33%) Social Media
13 18 (1.14%) Credit Risk
13 18 (1.14%) Management Information System
14 16 (1.02%) Life Science
15 14 (0.89%) Greenfield Project
16 13 (0.82%) Self-Motivation
Operating Systems
1 23 (1.46%) 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
1 806 (51.14%) AI
2 751 (47.65%) Machine Learning
3 623 (39.53%) Analytics
4 299 (18.97%) CI/CD
5 291 (18.46%) Decision-Making
6 278 (17.64%) Software Engineering
7 277 (17.58%) Data Engineering
8 262 (16.62%) Problem-Solving
9 259 (16.43%) Agile
10 249 (15.80%) Data Pipeline
11 246 (15.61%) Roadmaps
12 236 (14.97%) Business Intelligence
13 229 (14.53%) Mentoring
14 220 (13.96%) Generative AI
15 191 (12.12%) MLOps
16 185 (11.74%) Actionable Insight
16 185 (11.74%) Data Modelling
17 164 (10.41%) Continuous Improvement
18 159 (10.09%) DevOps
19 158 (10.03%) Visualisation
Programming Languages
1 687 (43.59%) Python
2 473 (30.01%) SQL
3 98 (6.22%) Java
4 62 (3.93%) C++
5 59 (3.74%) Scala
6 51 (3.24%) JavaScript
7 45 (2.86%) C#
7 45 (2.86%) R
8 30 (1.90%) Go
9 20 (1.27%) Bicep
9 20 (1.27%) C
10 19 (1.21%) TypeScript
11 14 (0.89%) VBA
12 11 (0.70%) Julia
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 8 (0.51%) Groovy
15 6 (0.38%) Ruby
16 5 (0.32%) Rust
17 4 (0.25%) Bash
Qualifications
1 323 (20.49%) Degree
2 168 (10.66%) Security Cleared
3 90 (5.71%) DV Cleared
4 84 (5.33%) Master's Degree
5 69 (4.38%) SC Cleared
6 62 (3.93%) PhD
7 49 (3.11%) Computer Science Degree
8 36 (2.28%) Azure Certification
9 31 (1.97%) DBS Check
10 19 (1.21%) Microsoft Certification
11 17 (1.08%) BPSS Clearance
12 16 (1.02%) SnowPro
13 15 (0.95%) AWS Certification
14 9 (0.57%) Numerate Degree
15 6 (0.38%) PMI Certification
15 6 (0.38%) PMP
15 6 (0.38%) Postgraduate
16 5 (0.32%) Microsoft Certified Professional
17 3 (0.19%) CISSP
17 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 199 (12.63%) Data Quality
2 43 (2.73%) GDPR
3 39 (2.47%) QA
4 26 (1.65%) Accessibility
5 15 (0.95%) 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 89 (5.65%) Docker
2 3 (0.19%) Firmware
3 2 (0.13%) Active Directory
3 2 (0.13%) IAG
4 1 (0.063%) Virtual Desktop
4 1 (0.063%) Virtual Machines
4 1 (0.063%) VMware ESXi
4 1 (0.063%) VMware Infrastructure
4 1 (0.063%) vSphere
Systems Management
1 70 (4.44%) Kubernetes
2 15 (0.95%) Kubeflow
3 6 (0.38%) Hadoop YARN
4 5 (0.32%) Ansible
5 4 (0.25%) 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 (0.063%) Prometheus
8 1 (0.063%) Puppet
Vendors
1 229 (14.53%) Databricks
2 133 (8.44%) Microsoft
3 91 (5.77%) Google
4 27 (1.71%) Dell
5 25 (1.59%) OpenAI
6 18 (1.14%) Oracle
6 18 (1.14%) Typelevel
7 15 (0.95%) Cloudera
8 14 (0.89%) Teradata
8 14 (0.89%) Workday
9 13 (0.82%) Informatica
10 12 (0.76%) Denodo
11 11 (0.70%) LexisNexis
11 11 (0.70%) SAP
12 7 (0.44%) IBM
13 6 (0.38%) Foundry
13 6 (0.38%) HP
13 6 (0.38%) Salesforce
14 5 (0.32%) Alteryx
15 4 (0.25%) CA Agile Central