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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 132 139 146
Rank change year-on-year +7 +7 -16
Permanent jobs citing Data Science 1,540 1,147 1,485
As % of all permanent jobs in the UK 1.46% 2.31% 1.79%
As % of the Processes & Methodologies category 1.99% 2.58% 2.21%
Number of salaries quoted 873 501 743
10th Percentile £42,824 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -0.82%
75th Percentile £90,000 £95,000 £92,000
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 77,565 44,386 67,277
As % of all permanent jobs advertised in the UK 73.71% 89.40% 81.08%
Number of salaries quoted 53,403 25,236 43,866
10th Percentile £30,580 £28,500 £31,250
25th Percentile £41,250 £37,170 £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 £48,500 £50,000
% change year-on-year +13.40% -3.00% -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 8 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 8 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 +10 1,414 £75,000 +3.45% 1,748
UK excluding London -5 745 £70,000 +16.67% 776
London +5 701 £80,000 -3.03% 1,133
Work from Home +47 503 £75,000 +15.38% 614
North of England +80 227 £75,000 +36.36% 207
North West +84 148 £75,000 +36.36% 117
South East -91 139 £67,000 +21.82% 197
Midlands +35 138 £57,500 -10.85% 83
South West -37 131 £60,000 -14.29% 107
East Midlands +26 81 £60,000 +26.32% 41
West Midlands -3 57 £36,000 -44.40% 42
Yorkshire -5 54 £68,360 +18.89% 75
East of England -20 49 £75,000 +17.19% 74
Wales -34 29 £75,000 +11.01% 33
Scotland -2 25 £75,000 -2.43% 66
North East -32 25 £80,000 +68.42% 16
Northern Ireland -68 7 £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
1 122 (7.92%) Apache Spark
2 63 (4.09%) Apache Airflow
3 41 (2.66%) Apache
4 21 (1.36%) ArcGIS
5 15 (0.97%) SAS
6 13 (0.84%) SharePoint
7 8 (0.52%) Confluence
8 6 (0.39%) Jupyter
9 5 (0.32%) ColdFusion
10 4 (0.26%) GeoServer
11 2 (0.13%) Apache Pulsar
11 2 (0.13%) Luigi
11 2 (0.13%) Oracle Application Server
11 2 (0.13%) Tornado
12 1 (0.065%) CMS
12 1 (0.065%) R Markdown
Applications
1 52 (3.38%) Microsoft Excel
2 12 (0.78%) Microsoft Office
3 8 (0.52%) Microsoft PowerPoint
4 5 (0.32%) Chatbot
5 3 (0.19%) Spreadsheet
6 2 (0.13%) Final Cut Pro
6 2 (0.13%) Microsoft Project
6 2 (0.13%) SPSS
7 1 (0.065%) Trello
Business Applications
1 1 (0.065%) HFM
1 1 (0.065%) Oracle EBS
1 1 (0.065%) Oracle ERP
Cloud Services
1 420 (27.27%) AWS
2 361 (23.44%) Azure
3 239 (15.52%) GCP
4 156 (10.13%) Power Platform
5 118 (7.66%) Snowflake
6 65 (4.22%) Azure Data Factory
7 63 (4.09%) Azure Synapse Analytics
8 57 (3.70%) dbt
9 51 (3.31%) Serverless
10 44 (2.86%) SaaS
11 36 (2.34%) Amazon S3
12 35 (2.27%) AWS Lambda
13 32 (2.08%) Azure Machine Learning
14 28 (1.82%) Amazon Bedrock
14 28 (1.82%) Azure DevOps
15 27 (1.75%) Anthropic Claude
16 26 (1.69%) GitHub
17 21 (1.36%) Microsoft Purview
18 18 (1.17%) Amazon Kinesis
19 17 (1.10%) Google Analytics
Communications & Networking
1 71 (4.61%) Broadband
2 6 (0.39%) 5G
2 6 (0.39%) BGP
2 6 (0.39%) DNS
2 6 (0.39%) Internet
2 6 (0.39%) IPsec
2 6 (0.39%) VPN
3 4 (0.26%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.065%) HTTP
5 1 (0.065%) Kerberos
5 1 (0.065%) SMS
Database & Business Intelligence
1 149 (9.68%) Power BI
2 146 (9.48%) Data Warehouse
3 112 (7.27%) Data Lake
4 104 (6.75%) Tableau
5 75 (4.87%) Amazon Redshift
6 66 (4.29%) Metadata
6 66 (4.29%) NoSQL
7 57 (3.70%) BigQuery
8 53 (3.44%) Big Data
9 52 (3.38%) Looker
10 47 (3.05%) PostgreSQL
11 42 (2.73%) Elasticsearch
12 40 (2.60%) MongoDB
13 39 (2.53%) Relational Database
14 36 (2.34%) SQL Server
15 33 (2.14%) GIS
16 31 (2.01%) Azure SQL Database
17 29 (1.88%) Delta Lake
18 27 (1.75%) Hadoop
19 25 (1.62%) Snowflake Schema
Development Applications
1 90 (5.84%) Git
2 47 (3.05%) MLflow
3 18 (1.17%) Claude Code
4 15 (0.97%) JIRA
5 12 (0.78%) Jenkins
6 10 (0.65%) GitLab
7 4 (0.26%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.065%) Bitbucket
9 1 (0.065%) NUnit
9 1 (0.065%) Selenium
9 1 (0.065%) TeamCity
9 1 (0.065%) Yeoman
General
1 388 (25.19%) Finance
2 318 (20.65%) Social Skills
3 295 (19.16%) Analytical Skills
4 126 (8.18%) Marketing
5 125 (8.12%) Inclusion and Diversity
6 113 (7.34%) Banking
7 83 (5.39%) Law
7 83 (5.39%) Public Sector
8 71 (4.61%) Retail
9 37 (2.40%) Legal
10 33 (2.14%) Organisational Skills
11 32 (2.08%) Advertising
12 29 (1.88%) Financial Institution
13 28 (1.82%) Influencing Skills
14 24 (1.56%) Presentation Skills
15 21 (1.36%) Back Office
15 21 (1.36%) Games
16 15 (0.97%) Manufacturing
16 15 (0.97%) Publishing
17 11 (0.71%) Aerospace
Job Titles
1 571 (37.08%) Data Scientist
2 346 (22.47%) Senior
3 284 (18.44%) Senior Data Scientist
4 212 (13.77%) Lead
5 181 (11.75%) Data Engineer
6 96 (6.23%) Lead Data Scientist
7 95 (6.17%) Software Engineer
8 80 (5.19%) Developer
9 72 (4.68%) Consultant
10 71 (4.61%) Architect
11 70 (4.55%) Analyst
12 43 (2.79%) Artificial Intelligence Engineer
13 37 (2.40%) Data Analyst
14 34 (2.21%) Data Architect
15 33 (2.14%) Research Scientist
16 31 (2.01%) Python Engineer
16 31 (2.01%) Senior Data Engineer
17 29 (1.88%) Machine Learning Scientist
18 28 (1.82%) Product Specialist
18 28 (1.82%) Systems Engineer
Libraries, Frameworks & Software Standards
1 155 (10.06%) PyTorch
2 118 (7.66%) TensorFlow
3 89 (5.78%) scikit-learn
4 87 (5.65%) Kafka
5 72 (4.68%) LangChain
6 52 (3.38%) PySpark
7 47 (3.05%) Pandas
8 37 (2.40%) gRPC
9 36 (2.34%) React
10 34 (2.21%) Hugging Face
10 34 (2.21%) LangGraph
10 34 (2.21%) LlamaIndex
11 28 (1.82%) NumPy
11 28 (1.82%) pgvector
12 26 (1.69%) REST
13 22 (1.43%) RESTful
14 21 (1.36%) Node.js
15 19 (1.23%) FastAPI
15 19 (1.23%) Spring
16 18 (1.17%) SpaCy
Miscellaneous
1 123 (7.99%) Algorithms
2 106 (6.88%) Cloud Native
3 73 (4.74%) AI Agents
4 71 (4.61%) Distributed Systems
5 54 (3.51%) Video\Live Streaming
6 51 (3.31%) Onboarding
7 48 (3.12%) Product Ownership
8 43 (2.79%) Over-the-Top Content
9 34 (2.21%) Clustering
10 30 (1.95%) Data Structures
11 28 (1.82%) Public Cloud
12 27 (1.75%) Management Information System
13 26 (1.69%) Social Media
14 22 (1.43%) Hedge funds
15 20 (1.30%) Life Science
16 19 (1.23%) Blog
17 18 (1.17%) Greenfield Project
18 17 (1.10%) e-Learning
19 13 (0.84%) Credit Risk
19 13 (0.84%) IoT
Operating Systems
1 28 (1.82%) Linux
2 12 (0.78%) 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 (0.065%) Red Hat Enterprise Linux
4 1 (0.065%) Rocky
Processes & Methodologies
1 795 (51.62%) AI
2 756 (49.09%) Machine Learning
3 638 (41.43%) Analytics
4 286 (18.57%) CI/CD
5 277 (17.99%) Decision-Making
6 271 (17.60%) Data Engineering
6 271 (17.60%) Software Engineering
7 266 (17.27%) Problem-Solving
8 260 (16.88%) Agile
9 249 (16.17%) Data Pipeline
10 233 (15.13%) Mentoring
11 231 (15.00%) Business Intelligence
12 226 (14.68%) Roadmaps
13 222 (14.42%) Generative AI
14 194 (12.60%) MLOps
15 185 (12.01%) Data Modelling
16 179 (11.62%) Actionable Insight
17 163 (10.58%) Visualisation
18 160 (10.39%) Computer Science
19 159 (10.32%) Use Case
Programming Languages
1 732 (47.53%) Python
2 453 (29.42%) SQL
3 93 (6.04%) Java
4 82 (5.32%) Scala
5 49 (3.18%) C++
6 48 (3.12%) Go
6 48 (3.12%) R
7 44 (2.86%) JavaScript
8 28 (1.82%) C#
9 21 (1.36%) TypeScript
10 20 (1.30%) C
11 19 (1.23%) Bicep
11 19 (1.23%) VBA
12 10 (0.65%) PHP
13 9 (0.58%) Julia
14 8 (0.52%) Groovy
14 8 (0.52%) Kotlin
15 7 (0.45%) Bash
16 6 (0.39%) Ruby
17 5 (0.32%) Rust
Qualifications
1 343 (22.27%) Degree
2 169 (10.97%) Security Cleared
3 94 (6.10%) DV Cleared
4 84 (5.45%) Master's Degree
5 66 (4.29%) SC Cleared
6 58 (3.77%) PhD
7 52 (3.38%) Computer Science Degree
8 36 (2.34%) Azure Certification
9 32 (2.08%) DBS Check
10 19 (1.23%) Microsoft Certification
11 18 (1.17%) BPSS Clearance
12 14 (0.91%) AWS Certification
13 13 (0.84%) SnowPro
14 8 (0.52%) Postgraduate
15 6 (0.39%) Numerate Degree
16 4 (0.26%) Microsoft Certified Professional
17 3 (0.19%) CISSP
17 3 (0.19%) PMI Certification
17 3 (0.19%) PMP
17 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 174 (11.30%) Data Quality
2 57 (3.70%) QA
3 56 (3.64%) GDPR
4 48 (3.12%) Accessibility
5 23 (1.49%) California Consumer Privacy Act
6 14 (0.91%) Actionable Recommendations
7 11 (0.71%) ISO/IEC 27001
8 6 (0.39%) 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 (0.065%) ISO 9001
11 1 (0.065%) ISO/IEC 20000
11 1 (0.065%) PERC
11 1 (0.065%) Software Quality Assurance
System Software
1 113 (7.34%) Docker
2 4 (0.26%) Active Directory
3 3 (0.19%) Firmware
4 2 (0.13%) IAG
5 1 (0.065%) Virtual Desktop
5 1 (0.065%) Virtual Machines
5 1 (0.065%) VMware ESXi
5 1 (0.065%) VMware Infrastructure
5 1 (0.065%) vSphere
Systems Management
1 79 (5.13%) Kubernetes
2 69 (4.48%) Terraform
3 15 (0.97%) Kubeflow
4 6 (0.39%) Ansible
4 6 (0.39%) Hadoop YARN
5 4 (0.26%) 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%) Jamf Pro
8 1 (0.065%) Grafana
8 1 (0.065%) Prometheus
8 1 (0.065%) Puppet
Vendors
1 221 (14.35%) Databricks
2 119 (7.73%) Microsoft
3 94 (6.10%) Google
4 48 (3.12%) Dell
5 36 (2.34%) Typelevel
6 26 (1.69%) Informatica
6 26 (1.69%) Teradata
7 24 (1.56%) Denodo
7 24 (1.56%) OpenAI
8 23 (1.49%) Cloudera
9 20 (1.30%) Oracle
10 12 (0.78%) SAP
11 9 (0.58%) LexisNexis
11 9 (0.58%) Workday
12 7 (0.45%) IBM
12 7 (0.45%) ServiceNow
13 6 (0.39%) HP
14 5 (0.32%) Alteryx
14 5 (0.32%) Foundry
14 5 (0.32%) Salesforce