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

6 months to
5 Aug 2026
Same period 2025 Same period 2024
Rank 137 135 148
Rank change year-on-year -2 +13 -28
Permanent jobs citing Data Science 1,501 1,146 1,504
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 860 502 752
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,750 £70,000
Median % change year-on-year +3.09% +3.93% -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 76,763 44,374 67,952
As % of all permanent jobs advertised in the UK 73.58% 89.45% 81.06%
Number of salaries quoted 52,880 25,244 44,456
10th Percentile £30,750 £28,500 £31,246
25th Percentile £41,250 £37,500 £41,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,246 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £49,000 £50,000
% change year-on-year +12.24% -2.00% -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 5 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 5 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 1,384 £75,000 +3.45% 1,861
UK excluding London -8 727 £70,000 +16.67% 821
London +4 681 £80,000 -3.03% 1,194
Work from Home +45 498 £72,500 +10.27% 728
North of England +83 221 £75,000 +36.36% 218
North West +88 146 £75,000 +36.36% 128
Midlands +23 138 £57,500 -8.00% 106
South East -89 138 £67,000 +21.82% 218
South West -29 130 £60,000 -20.00% 104
East Midlands +23 81 £60,000 +37.14% 43
West Midlands -12 57 £36,000 -44.19% 63
Yorkshire -2 52 £68,360 +18.89% 75
East of England -21 48 £75,000 +17.19% 72
Wales -32 24 £75,000 +11.01% 29
North East -36 23 £80,000 +68.42% 16
Scotland -7 22 £75,013 +7.16% 65
Northern Ireland -74 6 £55,000 - 18

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
1 119 (7.93%) Apache Spark
2 62 (4.13%) Apache Airflow
3 39 (2.60%) Apache
4 21 (1.40%) ArcGIS
5 15 (1.00%) SAS
6 14 (0.93%) SharePoint
7 7 (0.47%) Confluence
8 6 (0.40%) Jupyter
9 5 (0.33%) ColdFusion
10 4 (0.27%) GeoServer
11 2 (0.13%) Apache Pulsar
11 2 (0.13%) Oracle Application Server
12 1 (0.067%) CMS
12 1 (0.067%) Luigi
12 1 (0.067%) R Markdown
12 1 (0.067%) Tornado
Applications
1 51 (3.40%) 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 (0.067%) Trello
Business Applications
1 1 (0.067%) HFM
1 1 (0.067%) Oracle EBS
1 1 (0.067%) Oracle ERP
Cloud Services
1 403 (26.85%) AWS
2 348 (23.18%) Azure
3 231 (15.39%) GCP
4 154 (10.26%) Power Platform
5 114 (7.59%) Snowflake
6 62 (4.13%) Azure Synapse Analytics
7 61 (4.06%) Azure Data Factory
8 56 (3.73%) dbt
9 50 (3.33%) Serverless
10 44 (2.93%) SaaS
11 35 (2.33%) Amazon S3
12 34 (2.27%) AWS Lambda
13 31 (2.07%) Azure Machine Learning
14 28 (1.87%) Amazon Bedrock
15 26 (1.73%) Azure DevOps
16 25 (1.67%) Anthropic Claude
17 23 (1.53%) GitHub
18 20 (1.33%) Microsoft Purview
19 18 (1.20%) Amazon Kinesis
20 15 (1.00%) Google Analytics
Communications & Networking
1 72 (4.80%) 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 (0.27%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.067%) HTTP
5 1 (0.067%) Kerberos
5 1 (0.067%) SMS
Database & Business Intelligence
1 147 (9.79%) Power BI
2 138 (9.19%) Data Warehouse
3 104 (6.93%) Data Lake
4 97 (6.46%) Tableau
5 75 (5.00%) Amazon Redshift
6 65 (4.33%) Metadata
7 63 (4.20%) NoSQL
8 57 (3.80%) BigQuery
9 51 (3.40%) Big Data
9 51 (3.40%) Looker
10 45 (3.00%) PostgreSQL
11 43 (2.86%) Elasticsearch
12 39 (2.60%) MongoDB
13 38 (2.53%) Relational Database
14 34 (2.27%) GIS
15 31 (2.07%) SQL Server
16 28 (1.87%) Delta Lake
17 27 (1.80%) Azure SQL Database
18 25 (1.67%) Snowflake Schema
19 24 (1.60%) MySQL
Development Applications
1 87 (5.80%) Git
2 47 (3.13%) MLflow
3 18 (1.20%) Claude Code
4 14 (0.93%) JIRA
5 12 (0.80%) Jenkins
6 10 (0.67%) GitLab
7 3 (0.20%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.067%) Bitbucket
9 1 (0.067%) NUnit
9 1 (0.067%) Selenium
9 1 (0.067%) TeamCity
9 1 (0.067%) Yeoman
General
1 368 (24.52%) Finance
2 306 (20.39%) Social Skills
3 289 (19.25%) Analytical Skills
4 116 (7.73%) Marketing
5 115 (7.66%) Inclusion and Diversity
6 109 (7.26%) Banking
7 78 (5.20%) Public Sector
8 76 (5.06%) Law
9 68 (4.53%) Retail
10 35 (2.33%) Legal
11 32 (2.13%) Advertising
11 32 (2.13%) Organisational Skills
12 28 (1.87%) Financial Institution
13 27 (1.80%) Influencing Skills
14 23 (1.53%) Presentation Skills
15 21 (1.40%) Games
16 16 (1.07%) Manufacturing
17 14 (0.93%) Back Office
17 14 (0.93%) Publishing
18 11 (0.73%) Aerospace
Job Titles
1 566 (37.71%) Data Scientist
2 339 (22.58%) Senior
3 278 (18.52%) Senior Data Scientist
4 206 (13.72%) Lead
5 174 (11.59%) Data Engineer
6 94 (6.26%) Lead Data Scientist
6 94 (6.26%) Software Engineer
7 80 (5.33%) Developer
8 74 (4.93%) Consultant
9 68 (4.53%) Architect
10 67 (4.46%) Analyst
11 43 (2.86%) Artificial Intelligence Engineer
12 36 (2.40%) Data Analyst
13 33 (2.20%) Research Scientist
14 32 (2.13%) Data Architect
14 32 (2.13%) Python Engineer
14 32 (2.13%) Senior Data Engineer
15 29 (1.93%) Machine Learning Scientist
16 28 (1.87%) Product Specialist
16 28 (1.87%) Systems Engineer
Libraries, Frameworks & Software Standards
1 153 (10.19%) PyTorch
2 116 (7.73%) TensorFlow
3 88 (5.86%) scikit-learn
4 84 (5.60%) Kafka
5 72 (4.80%) LangChain
6 50 (3.33%) PySpark
7 46 (3.06%) Pandas
8 37 (2.47%) gRPC
9 36 (2.40%) React
10 34 (2.27%) Hugging Face
10 34 (2.27%) LlamaIndex
11 33 (2.20%) LangGraph
12 27 (1.80%) NumPy
12 27 (1.80%) pgvector
13 25 (1.67%) REST
14 21 (1.40%) Node.js
14 21 (1.40%) RESTful
15 19 (1.27%) FastAPI
16 18 (1.20%) SpaCy
16 18 (1.20%) Spring
Miscellaneous
1 122 (8.13%) Algorithms
2 101 (6.73%) Cloud Native
3 68 (4.53%) Distributed Systems
4 67 (4.46%) AI Agents
5 54 (3.60%) Video\Live Streaming
6 49 (3.26%) Product Ownership
7 43 (2.86%) Onboarding
7 43 (2.86%) Over-the-Top Content
8 33 (2.20%) Clustering
9 31 (2.07%) Data Structures
10 27 (1.80%) Public Cloud
11 26 (1.73%) Social Media
12 25 (1.67%) Management Information System
13 22 (1.47%) Hedge funds
14 20 (1.33%) Life Science
15 18 (1.20%) e-Learning
15 18 (1.20%) Greenfield Project
16 17 (1.13%) Blog
17 13 (0.87%) Credit Risk
17 13 (0.87%) IoT
Operating Systems
1 28 (1.87%) Linux
2 12 (0.80%) 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 (0.067%) Red Hat Enterprise Linux
4 1 (0.067%) Rocky
Processes & Methodologies
1 772 (51.43%) AI
2 726 (48.37%) Machine Learning
3 614 (40.91%) Analytics
4 278 (18.52%) CI/CD
5 271 (18.05%) Decision-Making
6 264 (17.59%) Software Engineering
7 263 (17.52%) Data Engineering
8 259 (17.26%) Problem-Solving
9 252 (16.79%) Agile
10 236 (15.72%) Data Pipeline
11 223 (14.86%) Business Intelligence
12 221 (14.72%) Mentoring
13 220 (14.66%) Roadmaps
14 213 (14.19%) Generative AI
15 190 (12.66%) MLOps
16 180 (11.99%) Data Modelling
17 166 (11.06%) Actionable Insight
18 156 (10.39%) Visualisation
19 155 (10.33%) Use Case
20 152 (10.13%) Computer Science
Programming Languages
1 712 (47.44%) Python
2 433 (28.85%) SQL
3 91 (6.06%) Java
4 82 (5.46%) Scala
5 50 (3.33%) C++
5 50 (3.33%) R
6 48 (3.20%) Go
7 43 (2.86%) JavaScript
8 28 (1.87%) C#
9 20 (1.33%) C
9 20 (1.33%) TypeScript
9 20 (1.33%) VBA
10 18 (1.20%) Bicep
11 10 (0.67%) PHP
12 9 (0.60%) Julia
13 8 (0.53%) Bash
13 8 (0.53%) Groovy
14 7 (0.47%) Kotlin
15 6 (0.40%) Ruby
16 5 (0.33%) T-SQL
Qualifications
1 336 (22.39%) Degree
2 163 (10.86%) Security Cleared
3 89 (5.93%) DV Cleared
4 81 (5.40%) Master's Degree
5 65 (4.33%) SC Cleared
6 57 (3.80%) PhD
7 48 (3.20%) Computer Science Degree
8 36 (2.40%) Azure Certification
9 33 (2.20%) DBS Check
10 18 (1.20%) Microsoft Certification
11 16 (1.07%) BPSS Clearance
12 13 (0.87%) AWS Certification
13 12 (0.80%) 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
1 164 (10.93%) Data Quality
2 56 (3.73%) QA
3 54 (3.60%) GDPR
4 46 (3.06%) Accessibility
5 23 (1.53%) California Consumer Privacy Act
6 13 (0.87%) 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%) Solvency II
10 2 (0.13%) WCAG
11 1 (0.067%) ISO 9001
11 1 (0.067%) ISO/IEC 20000
11 1 (0.067%) ISO/IEC 42001
11 1 (0.067%) PERC
11 1 (0.067%) Software Quality Assurance
System Software
1 108 (7.20%) Docker
2 4 (0.27%) Active Directory
3 3 (0.20%) Firmware
4 2 (0.13%) IAG
5 1 (0.067%) Virtual Desktop
5 1 (0.067%) Virtual Machines
5 1 (0.067%) VMware ESXi
5 1 (0.067%) VMware Infrastructure
5 1 (0.067%) vSphere
Systems Management
1 74 (4.93%) Kubernetes
2 67 (4.46%) 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 (0.067%) Grafana
7 1 (0.067%) Prometheus
7 1 (0.067%) Puppet
Vendors
1 209 (13.92%) Databricks
2 112 (7.46%) Microsoft
3 85 (5.66%) Google
4 48 (3.20%) Dell
5 36 (2.40%) Typelevel
6 26 (1.73%) Informatica
6 26 (1.73%) Teradata
7 24 (1.60%) Denodo
7 24 (1.60%) OpenAI
8 23 (1.53%) Cloudera
9 18 (1.20%) Oracle
10 11 (0.73%) SAP
11 8 (0.53%) Workday
12 7 (0.47%) IBM
12 7 (0.47%) LexisNexis
12 7 (0.47%) ServiceNow
13 6 (0.40%) HP
14 5 (0.33%) Alteryx
14 5 (0.33%) Foundry
14 5 (0.33%) Salesforce