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

6 months to
12 Sep 2026
Same period 2025 Same period 2024
Rank 135 143 141
Rank change year-on-year +8 -2 -22
Permanent jobs citing Data Science 1,587 1,084 1,431
As % of all permanent jobs in the UK 1.40% 2.19% 1.82%
As % of the Processes & Methodologies category 1.92% 2.47% 2.25%
Number of salaries quoted 952 502 630
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £52,625
Median annual salary (50th Percentile) £75,000 £74,500 £67,500
Median % change year-on-year +0.67% +10.37% -4.36%
75th Percentile £95,000 £95,000 £90,000
90th Percentile £105,000 £119,750 £115,000
UK excluding London median annual salary £70,000 £57,500 £62,500
% change year-on-year +21.74% -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 82,683 43,966 63,604
As % of all permanent jobs advertised in the UK 72.91% 88.62% 80.92%
Number of salaries quoted 57,515 24,838 36,851
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 £96,375 £95,000
UK excluding London median annual salary £55,000 £47,500 £52,500
% change year-on-year +15.79% -9.52% -3.37%

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 12 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 12 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 +3.45% 2,557
UK excluding London -2 787 £70,000 +21.74% 1,008
London +4 723 £85,000 - 1,799
Work from Home +55 485 £75,000 +11.94% 1,671
North of England +100 267 £75,026 +36.41% 234
North West +76 166 £75,000 +30.43% 130
South East -87 151 £70,000 +27.27% 240
Midlands +31 138 £60,000 -6.98% 119
South West -17 121 £60,000 -14.29% 138
East Midlands +20 81 £70,000 +75.00% 67
Yorkshire +6 70 £75,000 +36.08% 79
West Midlands -16 57 £36,000 -46.67% 52
East of England -23 43 £70,000 +16.67% 121
Scotland +7 31 £75,026 -10.40% 98
North East -36 31 £80,000 +68.42% 26
Wales -45 29 £75,000 +76.21% 39
Northern Ireland -69 7 £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
1 123 (7.75%) Apache Spark
2 44 (2.77%) Apache
3 41 (2.58%) Apache Airflow
4 15 (0.95%) SAS
5 11 (0.69%) 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 (3.28%) Microsoft Excel
2 13 (0.82%) Microsoft Office
3 8 (0.50%) 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 4 (0.25%) Infor M3
2 1 (0.063%) Academy Revenues and Benefits
2 1 (0.063%) HFM
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
Cloud Services
1 372 (23.44%) AWS
2 343 (21.61%) Azure
3 196 (12.35%) GCP
4 158 (9.96%) Power Platform
5 111 (6.99%) Snowflake
6 76 (4.79%) Azure Data Factory
7 59 (3.72%) Azure Synapse Analytics
7 59 (3.72%) Serverless
8 46 (2.90%) AWS Lambda
9 44 (2.77%) Anthropic Claude
10 43 (2.71%) Amazon Bedrock
10 43 (2.71%) SaaS
11 41 (2.58%) dbt
12 39 (2.46%) Azure Machine Learning
13 35 (2.21%) Amazon S3
13 35 (2.21%) Azure Databricks
13 35 (2.21%) Azure DevOps
14 31 (1.95%) GitHub
15 26 (1.64%) Microsoft Purview
16 19 (1.20%) Amazon EC2
Communications & Networking
1 36 (2.27%) 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 (0.32%) 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 (9.58%) Power BI
2 124 (7.81%) Data Warehouse
3 104 (6.55%) Data Lake
4 103 (6.49%) Tableau
5 64 (4.03%) Amazon Redshift
6 63 (3.97%) Big Data
6 63 (3.97%) Metadata
7 56 (3.53%) NoSQL
8 42 (2.65%) Looker
9 37 (2.33%) Relational Database
9 37 (2.33%) SQL Server
10 36 (2.27%) BigQuery
10 36 (2.27%) Delta Lake
11 34 (2.14%) Azure SQL Database
12 33 (2.08%) PostgreSQL
13 28 (1.76%) Data Mining
14 27 (1.70%) Hadoop
15 26 (1.64%) MongoDB
16 24 (1.51%) Elasticsearch
17 21 (1.32%) Spark SQL
Development Applications
1 96 (6.05%) Git
2 40 (2.52%) MLflow
3 35 (2.21%) Claude Code
4 14 (0.88%) JIRA
5 11 (0.69%) Jenkins
6 10 (0.63%) GitLab
7 5 (0.32%) Visual Studio Code
8 3 (0.19%) Octopus Deploy
9 2 (0.13%) JUnit
9 2 (0.13%) TeamCity
10 1 (0.063%) Bitbucket
10 1 (0.063%) NUnit
10 1 (0.063%) Selenium
10 1 (0.063%) Yeoman
General
1 425 (26.78%) Finance
2 329 (20.73%) Social Skills
3 308 (19.41%) Analytical Skills
4 138 (8.70%) Banking
5 136 (8.57%) Marketing
6 132 (8.32%) Inclusion and Diversity
7 94 (5.92%) Retail
8 89 (5.61%) Public Sector
9 83 (5.23%) Law
10 44 (2.77%) Legal
11 37 (2.33%) Influencing Skills
12 35 (2.21%) Financial Institution
13 34 (2.14%) Organisational Skills
14 31 (1.95%) Advertising
15 25 (1.58%) Presentation Skills
16 22 (1.39%) Games
17 20 (1.26%) Back Office
18 19 (1.20%) Manufacturing
19 14 (0.88%) Publishing
20 13 (0.82%) Military
Job Titles
1 607 (38.25%) Data Scientist
2 402 (25.33%) Senior
3 337 (21.24%) Senior Data Scientist
4 232 (14.62%) Lead
5 197 (12.41%) Data Engineer
6 104 (6.55%) Lead Data Scientist
7 102 (6.43%) Software Engineer
8 82 (5.17%) Architect
9 75 (4.73%) Analyst
10 70 (4.41%) Developer
11 56 (3.53%) Artificial Intelligence Engineer
12 46 (2.90%) Consultant
13 41 (2.58%) Senior Data Engineer
14 38 (2.39%) Data Analyst
14 38 (2.39%) Research Scientist
15 35 (2.21%) 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
1 137 (8.63%) PyTorch
2 120 (7.56%) TensorFlow
3 92 (5.80%) scikit-learn
4 80 (5.04%) LangChain
5 75 (4.73%) PySpark
6 73 (4.60%) Kafka
7 64 (4.03%) Terraform
8 54 (3.40%) Pandas
9 49 (3.09%) LangGraph
10 36 (2.27%) Hugging Face
11 35 (2.21%) NumPy
11 35 (2.21%) React
12 28 (1.76%) LlamaIndex
13 27 (1.70%) .NET
14 24 (1.51%) REST
15 23 (1.45%) SpaCy
16 20 (1.26%) FastAPI
16 20 (1.26%) pgvector
16 20 (1.26%) Spring
17 19 (1.20%) Flask
Miscellaneous
1 113 (7.12%) Cloud Native
2 102 (6.43%) AI Agents
3 100 (6.30%) Algorithms
4 55 (3.47%) Product Ownership
5 51 (3.21%) Onboarding
6 42 (2.65%) Distributed Systems
7 37 (2.33%) Hedge funds
8 29 (1.83%) Data Structures
9 27 (1.70%) Clustering
10 25 (1.58%) Blog
10 25 (1.58%) Public Cloud
11 24 (1.51%) Video\Live Streaming
12 22 (1.39%) e-Learning
13 20 (1.26%) Social Media
14 18 (1.13%) Credit Risk
14 18 (1.13%) Management Information System
15 17 (1.07%) Over-the-Top Content
16 14 (0.88%) Self-Motivation
17 12 (0.76%) Analytical Mindset
17 12 (0.76%) Hybrid Cloud
Operating Systems
1 24 (1.51%) 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
1 824 (51.92%) AI
2 756 (47.64%) Machine Learning
3 629 (39.63%) Analytics
4 296 (18.65%) CI/CD
5 295 (18.59%) Decision-Making
6 279 (17.58%) Data Engineering
7 274 (17.27%) Software Engineering
8 260 (16.38%) Problem-Solving
9 259 (16.32%) Agile
10 254 (16.01%) Data Pipeline
11 250 (15.75%) Roadmaps
12 240 (15.12%) Business Intelligence
13 229 (14.43%) Mentoring
14 224 (14.11%) Generative AI
15 195 (12.29%) MLOps
16 187 (11.78%) Data Modelling
17 186 (11.72%) Actionable Insight
18 168 (10.59%) Continuous Improvement
19 163 (10.27%) DevOps
20 160 (10.08%) Visualisation
Programming Languages
1 685 (43.16%) Python
2 482 (30.37%) SQL
3 99 (6.24%) Java
4 63 (3.97%) C++
5 54 (3.40%) JavaScript
5 54 (3.40%) Scala
6 48 (3.02%) C#
6 48 (3.02%) R
7 22 (1.39%) Go
8 21 (1.32%) Bicep
9 20 (1.26%) C
10 18 (1.13%) TypeScript
11 14 (0.88%) VBA
12 10 (0.63%) Julia
12 10 (0.63%) Kotlin
12 10 (0.63%) PHP
13 8 (0.50%) Groovy
14 6 (0.38%) Ruby
15 5 (0.32%) Rust
16 4 (0.25%) Bash
Qualifications
1 323 (20.35%) Degree
2 175 (11.03%) Security Cleared
3 90 (5.67%) DV Cleared
4 84 (5.29%) Master's Degree
5 77 (4.85%) SC Cleared
6 66 (4.16%) PhD
7 47 (2.96%) Computer Science Degree
8 38 (2.39%) Azure Certification
9 31 (1.95%) DBS Check
10 19 (1.20%) Microsoft Certification
11 17 (1.07%) BPSS Clearance
12 16 (1.01%) SnowPro
13 15 (0.95%) AWS Certification
14 9 (0.57%) Numerate Degree
15 7 (0.44%) PMI Certification
15 7 (0.44%) PMP
16 6 (0.38%) Postgraduate
17 5 (0.32%) Microsoft Certified Professional
18 4 (0.25%) CISSP
19 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 204 (12.85%) Data Quality
2 45 (2.84%) GDPR
3 40 (2.52%) QA
4 24 (1.51%) Accessibility
5 15 (0.95%) 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 82 (5.17%) Docker
2 2 (0.13%) Active Directory
2 2 (0.13%) Firmware
2 2 (0.13%) IAG
3 1 (0.063%) Virtual Desktop
3 1 (0.063%) Virtual Machines
3 1 (0.063%) VMware ESXi
3 1 (0.063%) VMware Infrastructure
3 1 (0.063%) vSphere
Systems Management
1 69 (4.35%) Kubernetes
2 14 (0.88%) Kubeflow
3 6 (0.38%) Hadoop YARN
4 5 (0.32%) Ansible
5 4 (0.25%) Argo
6 3 (0.19%) Grafana
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%) Jamf Pro
7 2 (0.13%) Prometheus
8 1 (0.063%) Puppet
Vendors
1 238 (15.00%) Databricks
2 135 (8.51%) Microsoft
3 88 (5.55%) Google
4 27 (1.70%) Dell
5 25 (1.58%) OpenAI
6 18 (1.13%) Oracle
7 15 (0.95%) 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
11 11 (0.69%) Typelevel
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
14 5 (0.32%) Infor