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 6 August 2026, with comparisons to the same periods in the previous two years.

6 months to
6 Aug 2026
Same period 2025 Same period 2024
Rank 134 140 148
Rank change year-on-year +6 +8 -24
Permanent jobs citing Data Science 1,511 1,146 1,500
As % of all permanent jobs in the UK 1.44% 2.31% 1.79%
As % of the Processes & Methodologies category 1.96% 2.58% 2.21%
Number of salaries quoted 868 501 750
10th Percentile £43,403 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £74,000 £70,000
Median % change year-on-year +1.35% +5.71% -0.82%
75th Percentile £90,000 £95,000 £91,250
90th Percentile £105,000 £115,000 £112,500
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -7.69%

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 76,965 44,351 67,835
As % of all permanent jobs advertised in the UK 73.55% 89.45% 81.04%
Number of salaries quoted 53,101 25,205 44,372
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,500 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,750 £50,000
% change year-on-year +12.82% -2.50% -9.09%

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 6 August 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 6 August 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 +9 1,393 £75,000 +3.09% 1,744
UK excluding London -9 729 £70,000 +16.67% 775
London +5 689 £80,000 -3.03% 1,127
Work from Home +38 498 £72,500 +9.02% 613
North of England +86 222 £75,000 +36.36% 210
North West +84 147 £75,000 +36.36% 117
Midlands +24 138 £57,500 -10.85% 86
South East -98 138 £67,000 +21.82% 200
South West -28 130 £60,000 -23.81% 102
East Midlands +32 81 £60,000 +26.32% 43
West Midlands -8 57 £36,000 -44.40% 43
Yorkshire +5 52 £68,360 +18.89% 78
East of England -21 48 £75,000 +17.19% 72
Wales -34 24 £75,000 +11.01% 29
North East -35 23 £80,000 +68.42% 16
Scotland +7 22 £75,013 +7.16% 68
Northern Ireland -70 7 £55,000 - 17

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
1 117 (7.74%) Apache Spark
2 60 (3.97%) Apache Airflow
3 39 (2.58%) Apache
4 21 (1.39%) ArcGIS
5 15 (0.99%) SAS
6 14 (0.93%) SharePoint
7 7 (0.46%) Confluence
8 6 (0.40%) Jupyter
9 5 (0.33%) ColdFusion
10 4 (0.26%) GeoServer
11 2 (0.13%) Apache Pulsar
11 2 (0.13%) Oracle Application Server
12 1 (0.066%) CMS
12 1 (0.066%) Luigi
12 1 (0.066%) R Markdown
12 1 (0.066%) Tornado
Applications
1 52 (3.44%) Microsoft Excel
2 11 (0.73%) Microsoft Office
3 8 (0.53%) Microsoft PowerPoint
4 5 (0.33%) Chatbot
5 3 (0.20%) Spreadsheet
6 2 (0.13%) Final Cut Pro
6 2 (0.13%) Microsoft Project
6 2 (0.13%) SPSS
7 1 (0.066%) Trello
Business Applications
1 1 (0.066%) HFM
1 1 (0.066%) Oracle EBS
1 1 (0.066%) Oracle ERP
Cloud Services
1 403 (26.67%) AWS
2 349 (23.10%) Azure
3 230 (15.22%) GCP
4 155 (10.26%) Power Platform
5 113 (7.48%) Snowflake
6 64 (4.24%) Azure Data Factory
7 62 (4.10%) Azure Synapse Analytics
8 55 (3.64%) dbt
9 50 (3.31%) Serverless
10 44 (2.91%) SaaS
11 35 (2.32%) Amazon S3
12 34 (2.25%) AWS Lambda
13 32 (2.12%) Azure Machine Learning
14 28 (1.85%) Amazon Bedrock
14 28 (1.85%) Azure DevOps
15 26 (1.72%) Anthropic Claude
16 23 (1.52%) GitHub
17 20 (1.32%) Microsoft Purview
18 18 (1.19%) Amazon Kinesis
19 15 (0.99%) Google Analytics
Communications & Networking
1 71 (4.70%) Broadband
2 6 (0.40%) 5G
2 6 (0.40%) BGP
2 6 (0.40%) DNS
2 6 (0.40%) Internet
2 6 (0.40%) IPsec
2 6 (0.40%) VPN
3 4 (0.26%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.066%) HTTP
5 1 (0.066%) Kerberos
5 1 (0.066%) SMS
Database & Business Intelligence
1 148 (9.79%) Power BI
2 138 (9.13%) Data Warehouse
3 105 (6.95%) Data Lake
4 97 (6.42%) Tableau
5 74 (4.90%) Amazon Redshift
6 64 (4.24%) Metadata
7 63 (4.17%) NoSQL
8 56 (3.71%) BigQuery
9 51 (3.38%) Big Data
10 50 (3.31%) Looker
11 45 (2.98%) PostgreSQL
12 42 (2.78%) Elasticsearch
13 39 (2.58%) MongoDB
14 38 (2.51%) Relational Database
15 33 (2.18%) GIS
16 31 (2.05%) SQL Server
17 27 (1.79%) Azure SQL Database
17 27 (1.79%) Delta Lake
18 25 (1.65%) Snowflake Schema
19 24 (1.59%) MySQL
Development Applications
1 88 (5.82%) Git
2 47 (3.11%) MLflow
3 18 (1.19%) Claude Code
4 14 (0.93%) JIRA
5 12 (0.79%) Jenkins
6 10 (0.66%) GitLab
7 3 (0.20%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.066%) Bitbucket
9 1 (0.066%) NUnit
9 1 (0.066%) Selenium
9 1 (0.066%) TeamCity
9 1 (0.066%) Yeoman
General
1 372 (24.62%) Finance
2 309 (20.45%) Social Skills
3 289 (19.13%) Analytical Skills
4 117 (7.74%) Inclusion and Diversity
4 117 (7.74%) Marketing
5 111 (7.35%) Banking
6 79 (5.23%) Public Sector
7 76 (5.03%) Law
8 69 (4.57%) Retail
9 35 (2.32%) Legal
10 33 (2.18%) Organisational Skills
11 32 (2.12%) Advertising
12 28 (1.85%) Financial Institution
13 27 (1.79%) Influencing Skills
14 23 (1.52%) Presentation Skills
15 21 (1.39%) Games
16 16 (1.06%) Back Office
16 16 (1.06%) Manufacturing
17 14 (0.93%) Publishing
18 11 (0.73%) Aerospace
Job Titles
1 570 (37.72%) Data Scientist
2 338 (22.37%) Senior
3 281 (18.60%) Senior Data Scientist
4 208 (13.77%) Lead
5 174 (11.52%) Data Engineer
6 95 (6.29%) Lead Data Scientist
7 94 (6.22%) Software Engineer
8 80 (5.29%) Developer
9 73 (4.83%) Consultant
10 69 (4.57%) Architect
11 67 (4.43%) Analyst
12 43 (2.85%) Artificial Intelligence Engineer
13 36 (2.38%) Data Analyst
14 33 (2.18%) Research Scientist
15 32 (2.12%) Data Architect
15 32 (2.12%) Python Engineer
16 31 (2.05%) Senior Data Engineer
17 29 (1.92%) Machine Learning Scientist
18 28 (1.85%) Product Specialist
18 28 (1.85%) Systems Engineer
Libraries, Frameworks & Software Standards
1 153 (10.13%) PyTorch
2 116 (7.68%) TensorFlow
3 89 (5.89%) scikit-learn
4 83 (5.49%) Kafka
5 73 (4.83%) LangChain
6 50 (3.31%) PySpark
7 47 (3.11%) Pandas
8 37 (2.45%) gRPC
9 36 (2.38%) React
10 34 (2.25%) Hugging Face
10 34 (2.25%) LangGraph
10 34 (2.25%) LlamaIndex
11 28 (1.85%) NumPy
12 27 (1.79%) pgvector
13 25 (1.65%) REST
14 21 (1.39%) Node.js
14 21 (1.39%) RESTful
15 19 (1.26%) FastAPI
16 18 (1.19%) SpaCy
16 18 (1.19%) Spring
Miscellaneous
1 122 (8.07%) Algorithms
2 103 (6.82%) Cloud Native
3 70 (4.63%) AI Agents
4 68 (4.50%) Distributed Systems
5 54 (3.57%) Video\Live Streaming
6 48 (3.18%) Product Ownership
7 44 (2.91%) Onboarding
8 43 (2.85%) Over-the-Top Content
9 33 (2.18%) Clustering
10 29 (1.92%) Data Structures
11 27 (1.79%) Public Cloud
12 26 (1.72%) Management Information System
13 25 (1.65%) Social Media
14 22 (1.46%) Hedge funds
15 20 (1.32%) Life Science
16 18 (1.19%) Blog
16 18 (1.19%) e-Learning
16 18 (1.19%) Greenfield Project
17 13 (0.86%) Credit Risk
17 13 (0.86%) IoT
Operating Systems
1 28 (1.85%) Linux
2 12 (0.79%) Windows
3 2 (0.13%) Apple iOS
3 2 (0.13%) Embedded Linux
3 2 (0.13%) Mac OS
3 2 (0.13%) Unix
3 2 (0.13%) Windows Server
4 1 (0.066%) Red Hat Enterprise Linux
4 1 (0.066%) Rocky
Processes & Methodologies
1 779 (51.56%) AI
2 735 (48.64%) Machine Learning
3 616 (40.77%) Analytics
4 281 (18.60%) CI/CD
5 271 (17.94%) Decision-Making
6 265 (17.54%) Data Engineering
6 265 (17.54%) Software Engineering
7 261 (17.27%) Problem-Solving
8 252 (16.68%) Agile
9 238 (15.75%) Data Pipeline
10 224 (14.82%) Business Intelligence
11 222 (14.69%) Mentoring
12 220 (14.56%) Roadmaps
13 218 (14.43%) Generative AI
14 193 (12.77%) MLOps
15 180 (11.91%) Data Modelling
16 170 (11.25%) Actionable Insight
17 158 (10.46%) Visualisation
18 156 (10.32%) Use Case
19 155 (10.26%) Computer Science
Programming Languages
1 716 (47.39%) Python
2 435 (28.79%) SQL
3 89 (5.89%) Java
4 80 (5.29%) Scala
5 49 (3.24%) C++
6 47 (3.11%) Go
6 47 (3.11%) R
7 43 (2.85%) JavaScript
8 28 (1.85%) C#
9 20 (1.32%) C
9 20 (1.32%) TypeScript
9 20 (1.32%) VBA
10 18 (1.19%) Bicep
11 10 (0.66%) PHP
12 9 (0.60%) Julia
13 8 (0.53%) Groovy
14 7 (0.46%) Bash
14 7 (0.46%) Kotlin
15 6 (0.40%) Ruby
16 5 (0.33%) T-SQL
Qualifications
1 338 (22.37%) Degree
2 166 (10.99%) Security Cleared
3 91 (6.02%) DV Cleared
4 82 (5.43%) Master's Degree
5 65 (4.30%) SC Cleared
6 58 (3.84%) PhD
7 49 (3.24%) Computer Science Degree
8 36 (2.38%) Azure Certification
9 32 (2.12%) DBS Check
10 18 (1.19%) Microsoft Certification
11 16 (1.06%) BPSS Clearance
12 13 (0.86%) AWS Certification
13 12 (0.79%) SnowPro
14 8 (0.53%) Postgraduate
15 6 (0.40%) Numerate Degree
16 3 (0.20%) APMP
16 3 (0.20%) CISSP
16 3 (0.20%) MBA
16 3 (0.20%) Microsoft Certified Professional
16 3 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 167 (11.05%) Data Quality
2 56 (3.71%) QA
3 54 (3.57%) GDPR
4 46 (3.04%) Accessibility
5 23 (1.52%) California Consumer Privacy Act
6 13 (0.86%) Actionable Recommendations
7 11 (0.73%) ISO/IEC 27001
8 6 (0.40%) EU AI Act
9 3 (0.20%) 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 (0.066%) ISO 9001
11 1 (0.066%) ISO/IEC 20000
11 1 (0.066%) PERC
11 1 (0.066%) Software Quality Assurance
System Software
1 108 (7.15%) Docker
2 4 (0.26%) Active Directory
3 3 (0.20%) Firmware
4 2 (0.13%) IAG
5 1 (0.066%) Virtual Desktop
5 1 (0.066%) Virtual Machines
5 1 (0.066%) VMware ESXi
5 1 (0.066%) VMware Infrastructure
5 1 (0.066%) vSphere
Systems Management
1 75 (4.96%) Kubernetes
2 67 (4.43%) Terraform
3 14 (0.93%) Kubeflow
4 6 (0.40%) Ansible
4 6 (0.40%) Hadoop YARN
5 3 (0.20%) Argo
5 3 (0.20%) Kibana
6 2 (0.13%) Computer Emergency Response Teams
6 2 (0.13%) Computer Incident Response Team
6 2 (0.13%) Jamf Pro
7 1 (0.066%) Grafana
7 1 (0.066%) Prometheus
7 1 (0.066%) Puppet
Vendors
1 212 (14.03%) Databricks
2 112 (7.41%) Microsoft
3 87 (5.76%) Google
4 48 (3.18%) Dell
5 36 (2.38%) Typelevel
6 26 (1.72%) Informatica
6 26 (1.72%) Teradata
7 24 (1.59%) Denodo
7 24 (1.59%) OpenAI
8 23 (1.52%) Cloudera
9 18 (1.19%) Oracle
10 12 (0.79%) SAP
11 9 (0.60%) Workday
12 8 (0.53%) LexisNexis
13 7 (0.46%) IBM
13 7 (0.46%) ServiceNow
14 6 (0.40%) HP
15 5 (0.33%) Alteryx
15 5 (0.33%) Foundry
15 5 (0.33%) Salesforce