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

6 months to
10 Sep 2026
Same period 2025 Same period 2024
Rank 131 147 140
Rank change year-on-year +16 -7 -18
Permanent jobs citing Data Science 1,586 1,086 1,440
As % of all permanent jobs in the UK 1.40% 2.19% 1.84%
As % of the Processes & Methodologies category 1.92% 2.47% 2.27%
Number of salaries quoted 951 508 633
10th Percentile £44,500 £42,500 £42,500
25th Percentile £55,000 £53,750 £53,000
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 £118,250 £114,500
UK excluding London median annual salary £70,000 £58,500 £62,500
% change year-on-year +19.66% -6.40% -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 82,520 44,009 63,385
As % of all permanent jobs advertised in the UK 73.04% 88.59% 80.80%
Number of salaries quoted 57,449 24,888 36,814
10th Percentile £31,000 £28,500 £31,875
25th Percentile £41,250 £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 £96,288 £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 10 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 10 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 1,476 £75,000 +1.35% 2,971
UK excluding London +3 785 £70,000 +19.66% 1,161
London -1 724 £84,000 -1.18% 2,107
Work from Home +51 490 £75,000 +11.94% 1,004
North of England +100 265 £75,026 +36.12% 266
North West +85 163 £75,000 +30.43% 154
South East -76 150 £70,000 +27.27% 265
Midlands +23 137 £60,000 -6.98% 138
South West -18 121 £60,000 -14.29% 163
East Midlands +27 81 £70,000 +75.00% 67
Yorkshire +9 71 £72,500 +28.62% 83
West Midlands -7 56 £36,000 -45.66% 71
East of England -22 45 £72,500 +20.83% 149
Scotland +4 31 £85,000 +1.51% 119
North East -33 31 £80,000 +68.42% 30
Wales -49 29 £75,000 +76.21% 44
Northern Ireland -71 7 £72,500 +81.25% 39

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
1 122 (7.69%) Apache Spark
2 44 (2.77%) Apache
3 42 (2.65%) 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 (3.28%) 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%) HFM
2 1 (0.063%) Oracle EBS
2 1 (0.063%) Oracle ERP
Cloud Services
1 377 (23.77%) AWS
2 340 (21.44%) Azure
3 202 (12.74%) GCP
4 157 (9.90%) Power Platform
5 112 (7.06%) Snowflake
6 75 (4.73%) Azure Data Factory
7 59 (3.72%) Azure Synapse Analytics
8 58 (3.66%) Serverless
9 45 (2.84%) AWS Lambda
10 43 (2.71%) Amazon Bedrock
10 43 (2.71%) Anthropic Claude
10 43 (2.71%) SaaS
11 42 (2.65%) dbt
12 39 (2.46%) 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 (1.58%) 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 (0.32%) 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
2 123 (7.76%) Data Warehouse
3 103 (6.49%) Tableau
4 102 (6.43%) Data Lake
5 64 (4.04%) Amazon Redshift
6 62 (3.91%) Big Data
7 61 (3.85%) Metadata
8 55 (3.47%) NoSQL
9 43 (2.71%) Looker
10 37 (2.33%) SQL Server
11 36 (2.27%) BigQuery
12 34 (2.14%) Delta Lake
12 34 (2.14%) Relational Database
13 33 (2.08%) Azure SQL Database
14 32 (2.02%) PostgreSQL
15 28 (1.77%) Data Mining
16 26 (1.64%) Hadoop
16 26 (1.64%) MongoDB
17 24 (1.51%) Elasticsearch
18 20 (1.26%) Data Vault
Development Applications
1 94 (5.93%) Git
2 40 (2.52%) MLflow
3 34 (2.14%) Claude Code
4 14 (0.88%) JIRA
5 10 (0.63%) GitLab
5 10 (0.63%) Jenkins
6 5 (0.32%) 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
1 426 (26.86%) Finance
2 325 (20.49%) Social Skills
3 309 (19.48%) Analytical Skills
4 139 (8.76%) Marketing
5 138 (8.70%) Banking
6 130 (8.20%) Inclusion and Diversity
7 91 (5.74%) Retail
8 88 (5.55%) Public Sector
9 80 (5.04%) Law
10 43 (2.71%) Legal
11 38 (2.40%) Influencing Skills
12 35 (2.21%) Financial Institution
13 34 (2.14%) Advertising
13 34 (2.14%) Organisational Skills
14 25 (1.58%) Presentation Skills
15 22 (1.39%) Games
16 20 (1.26%) Back Office
17 18 (1.13%) Manufacturing
18 14 (0.88%) Publishing
19 13 (0.82%) Military
Job Titles
1 605 (38.15%) Data Scientist
2 400 (25.22%) Senior
3 336 (21.19%) Senior Data Scientist
4 231 (14.56%) Lead
5 195 (12.30%) Data Engineer
6 104 (6.56%) Software Engineer
7 103 (6.49%) Lead Data Scientist
8 82 (5.17%) Architect
9 75 (4.73%) Analyst
10 73 (4.60%) Developer
11 54 (3.40%) Artificial Intelligence Engineer
12 47 (2.96%) Consultant
13 39 (2.46%) Data Analyst
13 39 (2.46%) Senior Data Engineer
14 38 (2.40%) 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
1 136 (8.58%) PyTorch
2 119 (7.50%) TensorFlow
3 92 (5.80%) scikit-learn
4 80 (5.04%) LangChain
5 73 (4.60%) PySpark
6 72 (4.54%) Kafka
7 63 (3.97%) 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 (1.77%) LlamaIndex
13 26 (1.64%) .NET
14 24 (1.51%) REST
15 23 (1.45%) SpaCy
16 21 (1.32%) gRPC
16 21 (1.32%) Spring
17 20 (1.26%) FastAPI
17 20 (1.26%) pgvector
Miscellaneous
1 111 (7.00%) Cloud Native
2 101 (6.37%) AI Agents
3 99 (6.24%) Algorithms
4 56 (3.53%) Product Ownership
5 52 (3.28%) Onboarding
6 49 (3.09%) Distributed Systems
7 37 (2.33%) Hedge funds
8 31 (1.95%) Video\Live Streaming
9 29 (1.83%) Data Structures
10 27 (1.70%) Clustering
11 25 (1.58%) 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%) Self-Motivation
18 13 (0.82%) Greenfield Project
19 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
1 819 (51.64%) AI
2 762 (48.05%) Machine Learning
3 628 (39.60%) Analytics
4 301 (18.98%) CI/CD
5 292 (18.41%) Decision-Making
6 280 (17.65%) Software Engineering
7 279 (17.59%) Data Engineering
8 265 (16.71%) Problem-Solving
9 257 (16.20%) Agile
10 251 (15.83%) Roadmaps
11 250 (15.76%) Data Pipeline
12 240 (15.13%) Business Intelligence
13 230 (14.50%) Mentoring
14 222 (14.00%) Generative AI
15 195 (12.30%) MLOps
16 186 (11.73%) Actionable Insight
17 185 (11.66%) Data Modelling
18 165 (10.40%) Continuous Improvement
19 160 (10.09%) LLM
19 160 (10.09%) Visualisation
Programming Languages
1 688 (43.38%) Python
2 479 (30.20%) SQL
3 99 (6.24%) Java
4 63 (3.97%) C++
5 59 (3.72%) Scala
6 52 (3.28%) JavaScript
7 46 (2.90%) C#
7 46 (2.90%) R
8 30 (1.89%) Go
9 20 (1.26%) Bicep
9 20 (1.26%) C
10 19 (1.20%) TypeScript
11 14 (0.88%) VBA
12 11 (0.69%) Julia
13 10 (0.63%) Kotlin
13 10 (0.63%) PHP
14 8 (0.50%) Groovy
15 6 (0.38%) Ruby
16 5 (0.32%) Rust
17 4 (0.25%) Bash
Qualifications
1 321 (20.24%) Degree
2 172 (10.84%) Security Cleared
3 90 (5.67%) DV Cleared
4 83 (5.23%) Master's Degree
5 73 (4.60%) SC Cleared
6 65 (4.10%) PhD
7 47 (2.96%) Computer Science Degree
8 36 (2.27%) Azure Certification
9 32 (2.02%) 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
1 203 (12.80%) Data Quality
2 44 (2.77%) GDPR
3 39 (2.46%) QA
4 23 (1.45%) 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 89 (5.61%) 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 68 (4.29%) 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%) 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
1 234 (14.75%) Databricks
2 133 (8.39%) Microsoft
3 89 (5.61%) Google
4 27 (1.70%) Dell
5 25 (1.58%) OpenAI
6 18 (1.13%) Oracle
6 18 (1.13%) Typelevel
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
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