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

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 133 142 141
Rank change year-on-year +9 -1 -15
Permanent jobs citing Data Science 1,588 1,089 1,434
As % of all permanent jobs in the UK 1.41% 2.20% 1.83%
As % of the Processes & Methodologies category 1.93% 2.48% 2.27%
Number of salaries quoted 955 506 630
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £53,188
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 £90,000
90th Percentile £105,000 £118,750 £115,000
UK excluding London median annual salary £70,000 £58,875 £62,500
% change year-on-year +18.90% -5.80% -3.10%

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 82,210 43,908 63,272
As % of all permanent jobs advertised in the UK 73.10% 88.55% 80.74%
Number of salaries quoted 57,176 24,796 36,704
10th Percentile £31,250 £28,500 £31,875
25th Percentile £41,500 £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 9 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 9 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 1,477 £75,000 +2.39% 3,253
UK excluding London +13 786 £70,000 +18.90% 1,238
London -1 725 £84,000 -1.18% 2,336
Work from Home +54 493 £75,000 +11.94% 1,844
North of England +94 264 £75,026 +36.12% 283
North West +82 162 £75,013 +30.46% 169
South East -77 150 £70,000 +27.27% 281
Midlands +22 137 £60,000 -6.98% 140
South West -8 122 £61,250 -12.50% 164
East Midlands +20 81 £70,000 +75.00% 66
Yorkshire +8 71 £72,500 +28.62% 84
West Midlands -12 56 £36,000 -45.66% 74
East of England -29 45 £72,500 +20.83% 168
Scotland +5 31 £85,000 +1.51% 121
North East -38 31 £80,000 +68.42% 31
Wales -44 29 £75,000 +76.21% 54
Northern Ireland -71 8 £72,500 - 51

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
1 120 (7.56%) Apache Spark
2 44 (2.77%) Apache
3 42 (2.64%) Apache Airflow
4 15 (0.94%) SAS
5 10 (0.63%) SharePoint
6 7 (0.44%) Confluence
6 7 (0.44%) Jupyter
7 5 (0.31%) 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 (3.27%) Microsoft Excel
2 13 (0.82%) Microsoft Office
3 8 (0.50%) Microsoft PowerPoint
4 5 (0.31%) 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 4 (0.25%) Infor M3
2 1 (0.063%) HFM
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
Cloud Services
1 380 (23.93%) AWS
2 340 (21.41%) Azure
3 205 (12.91%) GCP
4 157 (9.89%) Power Platform
5 112 (7.05%) Snowflake
6 75 (4.72%) Azure Data Factory
7 59 (3.72%) Azure Synapse Analytics
8 58 (3.65%) Serverless
9 45 (2.83%) AWS Lambda
10 43 (2.71%) Amazon Bedrock
10 43 (2.71%) Anthropic Claude
10 43 (2.71%) SaaS
11 42 (2.64%) dbt
12 38 (2.39%) Azure Machine Learning
13 34 (2.14%) Amazon S3
13 34 (2.14%) Azure Databricks
14 32 (2.02%) Azure DevOps
15 29 (1.83%) GitHub
16 25 (1.57%) Microsoft Purview
17 19 (1.20%) Google Analytics
Communications & Networking
1 43 (2.71%) 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 (0.31%) 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
1 152 (9.57%) Power BI
2 123 (7.75%) Data Warehouse
3 103 (6.49%) Tableau
4 102 (6.42%) Data Lake
5 64 (4.03%) Amazon Redshift
6 62 (3.90%) Big Data
7 61 (3.84%) Metadata
8 55 (3.46%) NoSQL
9 43 (2.71%) Looker
10 37 (2.33%) BigQuery
11 36 (2.27%) Relational Database
11 36 (2.27%) SQL Server
12 34 (2.14%) Delta Lake
12 34 (2.14%) PostgreSQL
13 33 (2.08%) Azure SQL Database
14 28 (1.76%) Data Mining
15 26 (1.64%) Hadoop
15 26 (1.64%) MongoDB
16 25 (1.57%) Elasticsearch
17 20 (1.26%) Data Vault
Development Applications
1 95 (5.98%) Git
2 39 (2.46%) MLflow
3 34 (2.14%) Claude Code
4 14 (0.88%) JIRA
5 10 (0.63%) GitLab
5 10 (0.63%) Jenkins
6 5 (0.31%) 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
1 427 (26.89%) Finance
2 326 (20.53%) Social Skills
3 308 (19.40%) Analytical Skills
4 139 (8.75%) Marketing
5 138 (8.69%) Banking
6 130 (8.19%) Inclusion and Diversity
7 91 (5.73%) Retail
8 88 (5.54%) Public Sector
9 80 (5.04%) Law
10 43 (2.71%) Legal
11 37 (2.33%) Influencing Skills
12 35 (2.20%) Financial Institution
13 34 (2.14%) Advertising
13 34 (2.14%) Organisational Skills
14 25 (1.57%) Presentation Skills
15 22 (1.39%) Games
16 20 (1.26%) Back Office
17 17 (1.07%) Manufacturing
18 14 (0.88%) Publishing
19 12 (0.76%) Military
Job Titles
1 606 (38.16%) Data Scientist
2 400 (25.19%) Senior
3 337 (21.22%) Senior Data Scientist
4 232 (14.61%) Lead
5 195 (12.28%) Data Engineer
6 104 (6.55%) Lead Data Scientist
7 103 (6.49%) Software Engineer
8 82 (5.16%) Architect
9 75 (4.72%) Analyst
10 72 (4.53%) Developer
11 56 (3.53%) Artificial Intelligence Engineer
12 47 (2.96%) Consultant
13 39 (2.46%) Data Analyst
13 39 (2.46%) Senior Data Engineer
14 38 (2.39%) Research Scientist
15 35 (2.20%) Data Architect
16 33 (2.08%) Machine Learning Scientist
17 32 (2.02%) Enterprise Architect
18 31 (1.95%) Principal Data Scientist
19 30 (1.89%) Finance Manager
Libraries, Frameworks & Software Standards
1 135 (8.50%) PyTorch
2 118 (7.43%) TensorFlow
3 91 (5.73%) scikit-learn
4 80 (5.04%) LangChain
5 73 (4.60%) PySpark
6 72 (4.53%) Kafka
7 65 (4.09%) Terraform
8 53 (3.34%) Pandas
9 49 (3.09%) LangGraph
10 35 (2.20%) Hugging Face
11 34 (2.14%) NumPy
11 34 (2.14%) React
12 28 (1.76%) LlamaIndex
13 26 (1.64%) REST
14 25 (1.57%) .NET
15 23 (1.45%) SpaCy
16 21 (1.32%) FastAPI
16 21 (1.32%) Spring
17 20 (1.26%) gRPC
17 20 (1.26%) pgvector
Miscellaneous
1 113 (7.12%) Cloud Native
2 101 (6.36%) AI Agents
3 99 (6.23%) Algorithms
4 54 (3.40%) Product Ownership
5 52 (3.27%) Onboarding
6 49 (3.09%) Distributed Systems
7 37 (2.33%) Hedge funds
8 31 (1.95%) Video\Live Streaming
9 30 (1.89%) Data Structures
10 27 (1.70%) Clustering
11 25 (1.57%) Public Cloud
12 24 (1.51%) Blog
12 24 (1.51%) Over-the-Top Content
13 22 (1.39%) e-Learning
14 21 (1.32%) Social Media
15 18 (1.13%) Credit Risk
16 17 (1.07%) Management Information System
17 14 (0.88%) Greenfield Project
17 14 (0.88%) Self-Motivation
18 12 (0.76%) Analytical Mindset
Operating Systems
1 23 (1.45%) 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
1 816 (51.39%) AI
2 760 (47.86%) Machine Learning
3 628 (39.55%) Analytics
4 301 (18.95%) CI/CD
5 293 (18.45%) Decision-Making
6 280 (17.63%) Software Engineering
7 279 (17.57%) Data Engineering
8 264 (16.62%) Problem-Solving
9 258 (16.25%) Agile
10 252 (15.87%) Roadmaps
11 250 (15.74%) Data Pipeline
12 240 (15.11%) Business Intelligence
13 231 (14.55%) Mentoring
14 223 (14.04%) Generative AI
15 193 (12.15%) MLOps
16 186 (11.71%) Actionable Insight
17 185 (11.65%) Data Modelling
18 164 (10.33%) Continuous Improvement
19 160 (10.08%) DevOps
19 160 (10.08%) Visualisation
Programming Languages
1 688 (43.32%) Python
2 476 (29.97%) SQL
3 99 (6.23%) Java
4 62 (3.90%) C++
5 59 (3.72%) Scala
6 51 (3.21%) JavaScript
7 46 (2.90%) R
8 45 (2.83%) C#
9 30 (1.89%) Go
10 20 (1.26%) Bicep
10 20 (1.26%) C
11 19 (1.20%) TypeScript
12 14 (0.88%) VBA
13 11 (0.69%) Julia
14 10 (0.63%) Kotlin
14 10 (0.63%) PHP
15 8 (0.50%) Groovy
16 6 (0.38%) Ruby
17 5 (0.31%) Rust
18 4 (0.25%) Bash
Qualifications
1 322 (20.28%) Degree
2 170 (10.71%) Security Cleared
3 90 (5.67%) DV Cleared
4 82 (5.16%) Master's Degree
5 71 (4.47%) SC Cleared
6 64 (4.03%) PhD
7 49 (3.09%) Computer Science Degree
8 36 (2.27%) Azure Certification
9 32 (2.02%) DBS Check
10 19 (1.20%) Microsoft Certification
11 16 (1.01%) BPSS Clearance
11 16 (1.01%) SnowPro
12 15 (0.94%) AWS Certification
13 9 (0.57%) Numerate Degree
14 7 (0.44%) PMI Certification
14 7 (0.44%) PMP
15 6 (0.38%) Postgraduate
16 5 (0.31%) Microsoft Certified Professional
17 4 (0.25%) CISSP
18 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 202 (12.72%) Data Quality
2 44 (2.77%) GDPR
3 39 (2.46%) QA
4 23 (1.45%) Accessibility
5 15 (0.94%) California Consumer Privacy Act
6 12 (0.76%) Actionable Recommendations
7 11 (0.69%) 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 (5.60%) 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 (4.41%) Kubernetes
2 14 (0.88%) Kubeflow
3 6 (0.38%) Hadoop YARN
4 5 (0.31%) 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
1 233 (14.67%) Databricks
2 132 (8.31%) Microsoft
3 90 (5.67%) Google
4 27 (1.70%) Dell
5 25 (1.57%) OpenAI
6 18 (1.13%) Oracle
6 18 (1.13%) Typelevel
7 15 (0.94%) Cloudera
8 14 (0.88%) Teradata
8 14 (0.88%) Workday
9 13 (0.82%) Informatica
10 12 (0.76%) Denodo
10 12 (0.76%) LexisNexis
11 11 (0.69%) SAP
12 7 (0.44%) IBM
13 6 (0.38%) Foundry
13 6 (0.38%) HP
13 6 (0.38%) Salesforce
14 5 (0.31%) Alteryx
14 5 (0.31%) Infor