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

6 months to
5 Sep 2026
Same period 2025 Same period 2024
Rank 134 149 139
Rank change year-on-year +15 -10 -14
Permanent jobs citing Data Science 1,568 1,079 1,434
As % of all permanent jobs in the UK 1.41% 2.19% 1.82%
As % of the Processes & Methodologies category 1.93% 2.47% 2.26%
Number of salaries quoted 938 505 657
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £52,500
Median annual salary (50th Percentile) £75,000 £75,000 £67,500
Median % change year-on-year - +11.11% -4.36%
75th Percentile £95,000 £95,000 £91,250
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 81,075 43,637 63,564
As % of all permanent jobs advertised in the UK 72.98% 88.47% 80.58%
Number of salaries quoted 56,400 24,673 38,159
10th Percentile £31,250 £28,500 £31,250
25th Percentile £41,500 £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 £96,700 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,000
% change year-on-year +15.79% -8.65% -4.74%

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 5 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 5 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 1,459 £75,000 +3.45% 2,504
UK excluding London +11 779 £70,000 +21.74% 972
London +5 713 £82,500 -2.94% 1,785
Work from Home +51 488 £75,000 +12.36% 796
North of England +93 263 £75,013 +36.39% 217
North West +87 162 £75,000 +33.33% 129
South East -85 148 £70,000 +27.27% 241
Midlands +25 135 £60,000 -6.98% 111
South West -12 121 £62,500 -10.71% 139
East Midlands +17 80 £70,000 +75.00% 59
Yorkshire +4 70 £70,000 +26.74% 66
West Midlands -16 55 £36,000 -45.66% 52
East of England -31 45 £72,500 +20.83% 128
North East -36 31 £80,000 +68.42% 23
Scotland -1 30 £80,013 -4.45% 84
Wales -39 29 £75,000 +76.21% 45
Northern Ireland -74 8 £72,500 - 25

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 (7.53%) Apache Spark
2 44 (2.81%) Apache
3 42 (2.68%) Apache Airflow
4 15 (0.96%) 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 (3.32%) Microsoft Excel
2 13 (0.83%) 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
1 375 (23.92%) AWS
2 337 (21.49%) Azure
3 203 (12.95%) GCP
4 154 (9.82%) Power Platform
5 109 (6.95%) Snowflake
6 75 (4.78%) Azure Data Factory
7 59 (3.76%) Azure Synapse Analytics
8 58 (3.70%) Serverless
9 45 (2.87%) AWS Lambda
10 43 (2.74%) SaaS
11 42 (2.68%) dbt
12 40 (2.55%) Amazon Bedrock
12 40 (2.55%) Anthropic Claude
13 38 (2.42%) Azure Machine Learning
14 34 (2.17%) Amazon S3
14 34 (2.17%) Azure Databricks
15 32 (2.04%) Azure DevOps
16 29 (1.85%) GitHub
17 25 (1.59%) Microsoft Purview
18 19 (1.21%) Google Analytics
Communications & Networking
1 44 (2.81%) 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 (0.26%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.064%) HTTP
5 1 (0.064%) SMS
Database & Business Intelligence
1 149 (9.50%) Power BI
2 125 (7.97%) Data Warehouse
3 102 (6.51%) Tableau
4 101 (6.44%) Data Lake
5 65 (4.15%) Amazon Redshift
6 61 (3.89%) Big Data
6 61 (3.89%) Metadata
7 57 (3.64%) NoSQL
8 43 (2.74%) Looker
9 39 (2.49%) BigQuery
10 38 (2.42%) Relational Database
11 36 (2.30%) PostgreSQL
12 35 (2.23%) SQL Server
13 34 (2.17%) Delta Lake
14 33 (2.10%) Azure SQL Database
15 28 (1.79%) MongoDB
16 27 (1.72%) Data Mining
17 26 (1.66%) Hadoop
18 25 (1.59%) Elasticsearch
19 20 (1.28%) Spark SQL
Development Applications
1 95 (6.06%) Git
2 38 (2.42%) MLflow
3 31 (1.98%) Claude Code
4 14 (0.89%) JIRA
5 10 (0.64%) GitLab
5 10 (0.64%) Jenkins
6 5 (0.32%) Visual Studio Code
7 2 (0.13%) JUnit
7 2 (0.13%) Octopus Deploy
8 1 (0.064%) Bitbucket
8 1 (0.064%) NUnit
8 1 (0.064%) Selenium
8 1 (0.064%) TeamCity
8 1 (0.064%) Yeoman
General
1 421 (26.85%) Finance
2 327 (20.85%) Social Skills
3 307 (19.58%) Analytical Skills
4 138 (8.80%) Marketing
5 132 (8.42%) Banking
6 130 (8.29%) Inclusion and Diversity
7 91 (5.80%) Retail
8 88 (5.61%) Public Sector
9 80 (5.10%) Law
10 41 (2.61%) Legal
11 34 (2.17%) Advertising
11 34 (2.17%) Financial Institution
11 34 (2.17%) Influencing Skills
12 33 (2.10%) Organisational Skills
13 25 (1.59%) Presentation Skills
14 22 (1.40%) Games
15 20 (1.28%) Back Office
16 16 (1.02%) Manufacturing
17 14 (0.89%) Publishing
18 11 (0.70%) Military
Job Titles
1 595 (37.95%) Data Scientist
2 393 (25.06%) Senior
3 327 (20.85%) Senior Data Scientist
4 227 (14.48%) Lead
5 195 (12.44%) Data Engineer
6 101 (6.44%) Software Engineer
7 100 (6.38%) Lead Data Scientist
8 78 (4.97%) Architect
9 74 (4.72%) Analyst
10 72 (4.59%) Developer
11 56 (3.57%) Artificial Intelligence Engineer
12 46 (2.93%) Consultant
13 39 (2.49%) Senior Data Engineer
14 38 (2.42%) Data Analyst
15 36 (2.30%) Research Scientist
16 35 (2.23%) Data Architect
17 33 (2.10%) Machine Learning Scientist
18 30 (1.91%) Principal Data Scientist
19 29 (1.85%) Enterprise Architect
20 27 (1.72%) Finance Manager
Libraries, Frameworks & Software Standards
1 132 (8.42%) PyTorch
2 115 (7.33%) TensorFlow
3 88 (5.61%) scikit-learn
4 78 (4.97%) LangChain
5 73 (4.66%) PySpark
6 72 (4.59%) Kafka
7 65 (4.15%) Terraform
8 52 (3.32%) Pandas
9 47 (3.00%) LangGraph
10 34 (2.17%) Hugging Face
10 34 (2.17%) React
11 33 (2.10%) NumPy
12 28 (1.79%) LlamaIndex
13 26 (1.66%) REST
14 25 (1.59%) .NET
15 22 (1.40%) SpaCy
16 21 (1.34%) Spring
17 20 (1.28%) FastAPI
17 20 (1.28%) pgvector
18 19 (1.21%) RESTful
Miscellaneous
1 110 (7.02%) Cloud Native
2 100 (6.38%) Algorithms
3 96 (6.12%) AI Agents
4 52 (3.32%) Onboarding
5 51 (3.25%) Product Ownership
6 49 (3.13%) Distributed Systems
7 34 (2.17%) Hedge funds
8 32 (2.04%) Video\Live Streaming
9 29 (1.85%) Data Structures
10 27 (1.72%) Clustering
11 25 (1.59%) Over-the-Top Content
12 24 (1.53%) Blog
12 24 (1.53%) Public Cloud
13 21 (1.34%) e-Learning
13 21 (1.34%) Social Media
14 18 (1.15%) Credit Risk
14 18 (1.15%) Management Information System
15 16 (1.02%) Life Science
16 14 (0.89%) Greenfield Project
17 13 (0.83%) Self-Motivation
Operating Systems
1 23 (1.47%) 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
1 802 (51.15%) AI
2 748 (47.70%) Machine Learning
3 623 (39.73%) Analytics
4 298 (19.01%) CI/CD
5 291 (18.56%) Decision-Making
6 277 (17.67%) Data Engineering
6 277 (17.67%) Software Engineering
7 261 (16.65%) Problem-Solving
8 259 (16.52%) Agile
9 248 (15.82%) Data Pipeline
10 245 (15.63%) Roadmaps
11 236 (15.05%) Business Intelligence
12 229 (14.60%) Mentoring
13 217 (13.84%) Generative AI
14 189 (12.05%) MLOps
15 185 (11.80%) Actionable Insight
15 185 (11.80%) Data Modelling
16 164 (10.46%) Continuous Improvement
17 158 (10.08%) DevOps
17 158 (10.08%) Visualisation
Programming Languages
1 686 (43.75%) Python
2 473 (30.17%) SQL
3 98 (6.25%) Java
4 62 (3.95%) C++
5 59 (3.76%) Scala
6 51 (3.25%) JavaScript
7 45 (2.87%) C#
7 45 (2.87%) R
8 30 (1.91%) Go
9 20 (1.28%) Bicep
9 20 (1.28%) C
10 19 (1.21%) TypeScript
11 14 (0.89%) VBA
12 11 (0.70%) Julia
13 10 (0.64%) Kotlin
13 10 (0.64%) PHP
14 8 (0.51%) Groovy
15 6 (0.38%) Ruby
16 5 (0.32%) Rust
17 4 (0.26%) Bash
Qualifications
1 323 (20.60%) Degree
2 167 (10.65%) Security Cleared
3 89 (5.68%) DV Cleared
4 84 (5.36%) Master's Degree
5 69 (4.40%) SC Cleared
6 62 (3.95%) PhD
7 49 (3.13%) Computer Science Degree
8 36 (2.30%) Azure Certification
9 31 (1.98%) DBS Check
10 19 (1.21%) Microsoft Certification
11 17 (1.08%) BPSS Clearance
12 16 (1.02%) SnowPro
13 15 (0.96%) 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 (12.69%) Data Quality
2 43 (2.74%) GDPR
3 39 (2.49%) QA
4 26 (1.66%) Accessibility
5 15 (0.96%) California Consumer Privacy Act
6 12 (0.77%) 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 (0.064%) 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 (5.68%) 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 (4.46%) Kubernetes
2 15 (0.96%) Kubeflow
3 6 (0.38%) 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
1 229 (14.60%) Databricks
2 133 (8.48%) Microsoft
3 90 (5.74%) Google
4 27 (1.72%) Dell
5 25 (1.59%) OpenAI
6 18 (1.15%) Oracle
6 18 (1.15%) Typelevel
7 15 (0.96%) Cloudera
8 14 (0.89%) Teradata
9 13 (0.83%) Informatica
9 13 (0.83%) Workday
10 12 (0.77%) Denodo
11 11 (0.70%) LexisNexis
11 11 (0.70%) SAP
12 7 (0.45%) IBM
13 6 (0.38%) Foundry
13 6 (0.38%) HP
13 6 (0.38%) Salesforce
14 5 (0.32%) Alteryx
15 4 (0.26%) CA Agile Central