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 14 October 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Oct 2026
Same period 2025 Same period 2024
Rank 126 156 141
Rank change year-on-year +30 -15 -16
Permanent jobs citing Data Science 1,675 1,012 1,285
As % of all permanent jobs in the UK 1.41% 2.06% 1.81%
As % of the Processes & Methodologies category 1.92% 2.31% 2.20%
Number of salaries quoted 958 497 555
10th Percentile £44,750 £39,377 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% -3.57%
75th Percentile £95,000 £92,500 £87,500
90th Percentile £107,500 £118,750 £115,000
UK excluding London median annual salary £75,000 £57,500 £62,500
% change year-on-year +30.43% -8.00% -3.85%

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 87,115 43,732 58,410
As % of all permanent jobs advertised in the UK 73.39% 88.90% 82.19%
Number of salaries quoted 59,537 24,546 31,188
10th Percentile £31,250 £28,250 £32,750
25th Percentile £41,250 £36,250 £43,997
Median annual salary (50th Percentile) £60,000 £55,000 £60,000
Median % change year-on-year +9.09% -8.33% -
75th Percentile £78,750 £75,000 £78,750
90th Percentile £100,000 £95,000 £97,500
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 14 October 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 14 October 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 +24 1,558 £75,000 +7.14% 2,831
UK excluding London +9 847 £75,000 +30.43% 967
London +3 759 £85,000 +3.03% 1,971
Work from Home +50 486 £75,000 +12.36% 1,141
North of England +88 288 £80,000 +44.84% 273
South East -58 172 £70,000 +27.27% 219
North West +63 170 £80,000 +39.13% 164
Midlands +23 146 £61,611 +2.68% 125
South West 0 132 £60,000 -14.29% 112
East Midlands +14 87 £70,000 +75.00% 57
Yorkshire +34 85 £76,263 +32.63% 78
West Midlands -10 59 £47,988 -28.91% 68
East of England -31 35 £72,500 +20.83% 99
Scotland +18 34 £75,026 -10.40% 78
North East -45 33 £80,000 +68.42% 31
Wales -49 30 £87,500 +74.57% 36
Northern Ireland -68 10 £72,500 +81.25% 34

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
1 115 (6.87%) Apache Spark
2 48 (2.87%) Apache
3 30 (1.79%) Apache Airflow
4 15 (0.90%) SAS
5 9 (0.54%) Jupyter
6 8 (0.48%) SharePoint
7 6 (0.36%) Confluence
8 5 (0.30%) ColdFusion
9 3 (0.18%) Palantir Foundry
10 2 (0.12%) Apache Pulsar
10 2 (0.12%) Luigi
10 2 (0.12%) Oracle Application Server
10 2 (0.12%) Tornado
11 1 (0.060%) Apache Superset
11 1 (0.060%) ArcGIS
11 1 (0.060%) Oracle SOA Suite
11 1 (0.060%) R Markdown
Applications
1 51 (3.04%) Microsoft Excel
2 15 (0.90%) Microsoft Office
3 11 (0.66%) Microsoft PowerPoint
4 4 (0.24%) Chatbot
5 3 (0.18%) Simulink
5 3 (0.18%) SPSS
6 2 (0.12%) Final Cut Pro
6 2 (0.12%) Spreadsheet
7 1 (0.060%) Microsoft Project
Business Applications
1 7 (0.42%) Infor M3
2 1 (0.060%) Academy Revenues and Benefits
2 1 (0.060%) HFM
2 1 (0.060%) Oracle EBS
2 1 (0.060%) Oracle ERP
Cloud Services
1 354 (21.13%) Azure
2 348 (20.78%) AWS
3 183 (10.93%) GCP
4 132 (7.88%) Power Platform
5 92 (5.49%) Snowflake
6 75 (4.48%) Azure Data Factory
7 55 (3.28%) Serverless
8 54 (3.22%) SaaS
9 51 (3.04%) Anthropic Claude
9 51 (3.04%) Azure Machine Learning
10 49 (2.93%) Amazon Bedrock
11 43 (2.57%) AWS Lambda
11 43 (2.57%) Azure Synapse Analytics
12 42 (2.51%) Azure DevOps
13 40 (2.39%) GitHub
14 36 (2.15%) Azure Databricks
15 31 (1.85%) Amazon S3
16 29 (1.73%) Microsoft Purview
17 26 (1.55%) dbt
18 21 (1.25%) Cloud Computing
Communications & Networking
1 20 (1.19%) Broadband
2 7 (0.42%) 5G
3 6 (0.36%) BGP
3 6 (0.36%) DNS
3 6 (0.36%) IPsec
3 6 (0.36%) VPN
4 4 (0.24%) Internet
5 2 (0.12%) Firewall
5 2 (0.12%) Software-Defined Radio
6 1 (0.060%) Cisco IPT
6 1 (0.060%) HTTP
6 1 (0.060%) SMS
6 1 (0.060%) TCP/IP
Database & Business Intelligence
1 127 (7.58%) Power BI
2 94 (5.61%) Data Warehouse
3 77 (4.60%) Data Lake
4 75 (4.48%) Metadata
5 73 (4.36%) Tableau
6 72 (4.30%) Big Data
7 54 (3.22%) Amazon Redshift
8 49 (2.93%) NoSQL
9 42 (2.51%) Relational Database
10 41 (2.45%) SQL Server
11 40 (2.39%) Delta Lake
12 35 (2.09%) Azure SQL Database
13 33 (1.97%) PostgreSQL
14 28 (1.67%) Looker
15 26 (1.55%) BigQuery
15 26 (1.55%) Hadoop
16 25 (1.49%) Data Mining
16 25 (1.49%) Spark SQL
17 22 (1.31%) MongoDB
18 20 (1.19%) Data Vault
Development Applications
1 100 (5.97%) Git
2 45 (2.69%) Claude Code
3 31 (1.85%) MLflow
4 10 (0.60%) Jenkins
5 9 (0.54%) JIRA
6 8 (0.48%) GitLab
7 5 (0.30%) Visual Studio Code
8 4 (0.24%) Octopus Deploy
9 2 (0.12%) JUnit
9 2 (0.12%) TeamCity
10 1 (0.060%) Cypress.io
10 1 (0.060%) NUnit
10 1 (0.060%) Selenium
10 1 (0.060%) Yeoman
General
1 459 (27.40%) Finance
2 346 (20.66%) Social Skills
3 297 (17.73%) Analytical Skills
4 165 (9.85%) Banking
5 143 (8.54%) Inclusion and Diversity
6 137 (8.18%) Marketing
7 95 (5.67%) Retail
8 90 (5.37%) Public Sector
9 84 (5.01%) Law
10 56 (3.34%) Legal
11 42 (2.51%) Influencing Skills
12 39 (2.33%) Financial Institution
13 32 (1.91%) Organisational Skills
14 31 (1.85%) Presentation Skills
15 27 (1.61%) Advertising
16 24 (1.43%) Games
16 24 (1.43%) Manufacturing
17 20 (1.19%) Back Office
18 17 (1.01%) Retail Banking
19 13 (0.78%) Military
Job Titles
1 681 (40.66%) Data Scientist
2 421 (25.13%) Senior
3 362 (21.61%) Senior Data Scientist
4 249 (14.87%) Lead
5 206 (12.30%) Data Engineer
6 113 (6.75%) Lead Data Scientist
7 112 (6.69%) Software Engineer
8 87 (5.19%) Architect
9 74 (4.42%) Analyst
10 62 (3.70%) Artificial Intelligence Engineer
11 60 (3.58%) Developer
12 49 (2.93%) Research Scientist
13 45 (2.69%) Senior Data Engineer
14 40 (2.39%) Consultant
15 38 (2.27%) Data Analyst
15 38 (2.27%) Enterprise Architect
15 38 (2.27%) Principal Data Scientist
16 36 (2.15%) Finance Manager
17 34 (2.03%) Data Architect
18 33 (1.97%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 112 (6.69%) PyTorch
2 105 (6.27%) TensorFlow
3 82 (4.90%) PySpark
4 65 (3.88%) LangChain
5 63 (3.76%) scikit-learn
6 61 (3.64%) Terraform
7 55 (3.28%) Kafka
8 52 (3.10%) LangGraph
9 43 (2.57%) Pandas
10 39 (2.33%) Hugging Face
11 37 (2.21%) .NET
12 34 (2.03%) React
13 30 (1.79%) NumPy
14 26 (1.55%) REST
14 26 (1.55%) SpaCy
15 17 (1.01%) RESTful
16 16 (0.96%) FastAPI
16 16 (0.96%) Spring
17 15 (0.90%) Flask
18 13 (0.78%) Node.js
Miscellaneous
1 118 (7.04%) AI Agents
2 103 (6.15%) Algorithms
3 94 (5.61%) Cloud Native
4 57 (3.40%) Product Ownership
5 47 (2.81%) Onboarding
6 43 (2.57%) Hedge funds
7 30 (1.79%) Data Structures
7 30 (1.79%) Distributed Systems
8 29 (1.73%) Blog
9 25 (1.49%) e-Learning
10 24 (1.43%) Management Information System
11 18 (1.07%) Credit Risk
12 17 (1.01%) Self-Motivation
13 14 (0.84%) Social Media
14 12 (0.72%) Analytical Mindset
14 12 (0.72%) Clustering
14 12 (0.72%) Hybrid Cloud
14 12 (0.72%) Life Science
14 12 (0.72%) Marketing Technology
14 12 (0.72%) Video\Live Streaming
Operating Systems
1 32 (1.91%) Linux
2 15 (0.90%) Windows
3 5 (0.30%) Embedded Linux
4 4 (0.24%) Windows Server
5 3 (0.18%) Apple iOS
5 3 (0.18%) Red Hat Enterprise Linux
5 3 (0.18%) Rocky
6 2 (0.12%) macOS
6 2 (0.12%) Unix
Processes & Methodologies
1 861 (51.40%) AI
2 800 (47.76%) Machine Learning
3 631 (37.67%) Analytics
4 307 (18.33%) CI/CD
5 279 (16.66%) Decision-Making
6 278 (16.60%) Software Engineering
7 266 (15.88%) Data Engineering
8 259 (15.46%) Data Pipeline
9 256 (15.28%) Problem-Solving
10 255 (15.22%) Roadmaps
11 242 (14.45%) Agile
12 234 (13.97%) Generative AI
13 218 (13.01%) Business Intelligence
13 218 (13.01%) Mentoring
14 211 (12.60%) Actionable Insight
15 193 (11.52%) MLOps
16 184 (10.99%) Data Modelling
17 181 (10.81%) Continuous Improvement
18 173 (10.33%) DevOps
19 166 (9.91%) LLM
Programming Languages
1 694 (41.43%) Python
2 489 (29.19%) SQL
3 101 (6.03%) Java
4 64 (3.82%) C++
5 60 (3.58%) JavaScript
6 59 (3.52%) C#
7 56 (3.34%) R
8 44 (2.63%) Scala
9 35 (2.09%) TypeScript
10 22 (1.31%) Go
11 21 (1.25%) Bicep
11 21 (1.25%) Kotlin
12 20 (1.19%) C
13 15 (0.90%) Rust
14 11 (0.66%) VBA
15 8 (0.48%) PHP
16 7 (0.42%) Bash
16 7 (0.42%) Shell Script
17 6 (0.36%) Groovy
17 6 (0.36%) Ruby
Qualifications
1 322 (19.22%) Degree
2 178 (10.63%) Security Cleared
3 89 (5.31%) DV Cleared
4 87 (5.19%) Master's Degree
5 80 (4.78%) SC Cleared
6 71 (4.24%) PhD
7 54 (3.22%) Azure Certification
8 52 (3.10%) Computer Science Degree
9 21 (1.25%) DBS Check
10 19 (1.13%) Microsoft Certification
11 18 (1.07%) AWS Certification
12 17 (1.01%) BPSS Clearance
13 16 (0.96%) SnowPro
14 11 (0.66%) Numerate Degree
14 11 (0.66%) PMI Certification
15 10 (0.60%) PMP
16 7 (0.42%) Microsoft Certified Professional
17 5 (0.30%) CISSP
18 3 (0.18%) AWS Certified Cloud Practitioner
18 3 (0.18%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 220 (13.13%) Data Quality
2 43 (2.57%) QA
3 42 (2.51%) GDPR
4 29 (1.73%) Accessibility
5 21 (1.25%) Actionable Recommendations
6 13 (0.78%) ISO/IEC 27001
7 8 (0.48%) EU AI Act
8 4 (0.24%) SOC 2
9 3 (0.18%) IFRS
10 2 (0.12%) DICOM
10 2 (0.12%) Good Clinical Practice
10 2 (0.12%) HL7
10 2 (0.12%) IFRS 17
10 2 (0.12%) ISO/IEC 42001
10 2 (0.12%) Solvency II
10 2 (0.12%) WCAG
11 1 (0.060%) California Consumer Privacy Act
11 1 (0.060%) GAAP
11 1 (0.060%) ISO 9001
11 1 (0.060%) SLA
System Software
1 79 (4.72%) Docker
2 3 (0.18%) Virtual Machines
2 3 (0.18%) VMware ESXi
2 3 (0.18%) VMware Infrastructure
2 3 (0.18%) vSphere
3 1 (0.060%) Active Directory
3 1 (0.060%) Firmware
3 1 (0.060%) IAG
Systems Management
1 68 (4.06%) Kubernetes
2 13 (0.78%) Kubeflow
3 7 (0.42%) Ansible
4 6 (0.36%) Hadoop YARN
5 3 (0.18%) Argo
5 3 (0.18%) Grafana
5 3 (0.18%) Kibana
6 2 (0.12%) Computer Emergency Response Teams
6 2 (0.12%) Computer Incident Response Team
6 2 (0.12%) Jamf Pro
6 2 (0.12%) Prometheus
7 1 (0.060%) Puppet
Vendors
1 228 (13.61%) Databricks
2 144 (8.60%) Microsoft
3 99 (5.91%) Google
4 28 (1.67%) OpenAI
5 20 (1.19%) Oracle
6 19 (1.13%) Workday
7 17 (1.01%) LexisNexis
8 14 (0.84%) SAP
9 12 (0.72%) Foundry
10 9 (0.54%) Infor
11 8 (0.48%) IBM
12 6 (0.36%) HP
12 6 (0.36%) Salesforce
13 5 (0.30%) Alteryx
13 5 (0.30%) Palantir
13 5 (0.30%) YouTube
14 4 (0.24%) CA Agile Central
14 4 (0.24%) Mistral
14 4 (0.24%) New Relic
14 4 (0.24%) Revolut