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

6 months to
7 Aug 2026
Same period 2025 Same period 2024
Rank 133 137 147
Rank change year-on-year +4 +10 -18
Permanent jobs citing Data Science 1,528 1,145 1,496
As % of all permanent jobs in the UK 1.46% 2.31% 1.79%
As % of the Processes & Methodologies category 1.98% 2.58% 2.21%
Number of salaries quoted 872 500 747
10th Percentile £42,709 £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 £90,125 £95,000 £91,250
90th Percentile £105,000 £115,925 £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 77,301 44,356 67,625
As % of all permanent jobs advertised in the UK 73.63% 89.43% 81.01%
Number of salaries quoted 53,282 25,229 44,135
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 £48,500 £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 7 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 7 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 1,406 £75,000 +3.45% 1,754
UK excluding London +2 741 £70,000 +16.67% 789
London +3 693 £80,000 -3.03% 1,129
Work from Home +42 501 £72,500 +10.27% 615
North of England +77 228 £75,000 +36.36% 211
North West +82 149 £75,000 +36.36% 117
South East -89 139 £67,000 +21.82% 207
Midlands +26 138 £57,500 -10.85% 87
South West -30 130 £60,000 -23.81% 106
East Midlands +23 81 £60,000 +26.32% 43
West Midlands -13 57 £36,000 -44.40% 44
Yorkshire +8 54 £68,360 +18.89% 79
East of England -22 49 £75,000 +17.19% 70
Wales -37 28 £75,000 +11.01% 32
North East -33 25 £80,000 +68.42% 16
Scotland -1 22 £75,013 -2.41% 67
Northern Ireland -70 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
1 119 (7.79%) Apache Spark
2 61 (3.99%) Apache Airflow
3 39 (2.55%) Apache
4 21 (1.37%) ArcGIS
5 15 (0.98%) SAS
6 13 (0.85%) SharePoint
7 7 (0.46%) Confluence
8 6 (0.39%) 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 (0.065%) CMS
12 1 (0.065%) Luigi
12 1 (0.065%) R Markdown
12 1 (0.065%) Tornado
Applications
1 52 (3.40%) Microsoft Excel
2 12 (0.79%) Microsoft Office
3 8 (0.52%) 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 (0.065%) Trello
Business Applications
1 1 (0.065%) HFM
1 1 (0.065%) Oracle EBS
1 1 (0.065%) Oracle ERP
Cloud Services
1 412 (26.96%) AWS
2 357 (23.36%) Azure
3 237 (15.51%) GCP
4 155 (10.14%) Power Platform
5 117 (7.66%) Snowflake
6 65 (4.25%) Azure Data Factory
7 63 (4.12%) Azure Synapse Analytics
8 56 (3.66%) dbt
9 50 (3.27%) Serverless
10 44 (2.88%) SaaS
11 35 (2.29%) Amazon S3
12 34 (2.23%) AWS Lambda
13 32 (2.09%) Azure Machine Learning
14 28 (1.83%) Amazon Bedrock
14 28 (1.83%) Azure DevOps
15 27 (1.77%) Anthropic Claude
16 25 (1.64%) GitHub
17 21 (1.37%) Microsoft Purview
18 18 (1.18%) Amazon Kinesis
19 17 (1.11%) Google Analytics
Communications & Networking
1 71 (4.65%) 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
1 148 (9.69%) Power BI
2 142 (9.29%) Data Warehouse
3 109 (7.13%) Data Lake
4 102 (6.68%) Tableau
5 74 (4.84%) Amazon Redshift
6 66 (4.32%) Metadata
7 63 (4.12%) NoSQL
8 57 (3.73%) BigQuery
9 52 (3.40%) Looker
10 51 (3.34%) Big Data
11 46 (3.01%) PostgreSQL
12 42 (2.75%) Elasticsearch
13 40 (2.62%) MongoDB
14 38 (2.49%) Relational Database
15 33 (2.16%) GIS
15 33 (2.16%) SQL Server
16 28 (1.83%) Azure SQL Database
16 28 (1.83%) Delta Lake
17 25 (1.64%) Hadoop
17 25 (1.64%) Snowflake Schema
Development Applications
1 90 (5.89%) Git
2 47 (3.08%) MLflow
3 18 (1.18%) Claude Code
4 14 (0.92%) JIRA
5 12 (0.79%) Jenkins
6 10 (0.65%) GitLab
7 3 (0.20%) 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
1 380 (24.87%) Finance
2 314 (20.55%) Social Skills
3 291 (19.04%) Analytical Skills
4 122 (7.98%) Inclusion and Diversity
4 122 (7.98%) Marketing
5 111 (7.26%) Banking
6 81 (5.30%) Public Sector
7 78 (5.10%) Law
8 71 (4.65%) Retail
9 37 (2.42%) Legal
10 33 (2.16%) Organisational Skills
11 32 (2.09%) Advertising
12 28 (1.83%) Financial Institution
12 28 (1.83%) Influencing Skills
13 23 (1.51%) Presentation Skills
14 21 (1.37%) Games
15 20 (1.31%) Back Office
16 16 (1.05%) Manufacturing
17 15 (0.98%) Publishing
18 11 (0.72%) Aerospace
Job Titles
1 571 (37.37%) Data Scientist
2 343 (22.45%) Senior
3 283 (18.52%) Senior Data Scientist
4 210 (13.74%) Lead
5 175 (11.45%) Data Engineer
6 96 (6.28%) Lead Data Scientist
7 95 (6.22%) Software Engineer
8 80 (5.24%) Developer
9 72 (4.71%) Consultant
10 71 (4.65%) Architect
11 69 (4.52%) Analyst
12 43 (2.81%) Artificial Intelligence Engineer
13 37 (2.42%) Data Analyst
14 34 (2.23%) Data Architect
15 33 (2.16%) Research Scientist
16 31 (2.03%) Python Engineer
17 30 (1.96%) Senior Data Engineer
18 29 (1.90%) Machine Learning Scientist
19 28 (1.83%) Product Specialist
19 28 (1.83%) Systems Engineer
Libraries, Frameworks & Software Standards
1 154 (10.08%) PyTorch
2 117 (7.66%) TensorFlow
3 89 (5.82%) scikit-learn
4 85 (5.56%) Kafka
5 72 (4.71%) LangChain
6 52 (3.40%) PySpark
7 47 (3.08%) Pandas
8 37 (2.42%) gRPC
9 36 (2.36%) React
10 34 (2.23%) Hugging Face
10 34 (2.23%) LangGraph
10 34 (2.23%) LlamaIndex
11 28 (1.83%) NumPy
11 28 (1.83%) pgvector
12 25 (1.64%) REST
13 21 (1.37%) Node.js
13 21 (1.37%) RESTful
14 19 (1.24%) FastAPI
15 18 (1.18%) SpaCy
15 18 (1.18%) Spring
Miscellaneous
1 123 (8.05%) Algorithms
2 104 (6.81%) Cloud Native
3 71 (4.65%) AI Agents
4 69 (4.52%) Distributed Systems
5 54 (3.53%) Video\Live Streaming
6 50 (3.27%) Onboarding
7 48 (3.14%) Product Ownership
8 43 (2.81%) Over-the-Top Content
9 34 (2.23%) Clustering
10 30 (1.96%) Data Structures
11 28 (1.83%) Public Cloud
12 27 (1.77%) Management Information System
13 26 (1.70%) Social Media
14 22 (1.44%) Hedge funds
15 20 (1.31%) Life Science
16 19 (1.24%) Blog
17 18 (1.18%) Greenfield Project
18 17 (1.11%) e-Learning
19 13 (0.85%) Credit Risk
19 13 (0.85%) IoT
Operating Systems
1 28 (1.83%) 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 (0.065%) Red Hat Enterprise Linux
4 1 (0.065%) Rocky
Processes & Methodologies
1 788 (51.57%) AI
2 748 (48.95%) Machine Learning
3 630 (41.23%) Analytics
4 283 (18.52%) CI/CD
5 276 (18.06%) Decision-Making
6 268 (17.54%) Software Engineering
7 267 (17.47%) Data Engineering
8 264 (17.28%) Problem-Solving
9 256 (16.75%) Agile
10 242 (15.84%) Data Pipeline
11 230 (15.05%) Business Intelligence
11 230 (15.05%) Mentoring
12 223 (14.59%) Roadmaps
13 218 (14.27%) Generative AI
14 192 (12.57%) MLOps
15 184 (12.04%) Data Modelling
16 176 (11.52%) Actionable Insight
17 163 (10.67%) Visualisation
18 158 (10.34%) Use Case
19 157 (10.27%) Computer Science
Programming Languages
1 727 (47.58%) Python
2 445 (29.12%) SQL
3 91 (5.96%) Java
4 81 (5.30%) Scala
5 49 (3.21%) C++
6 48 (3.14%) Go
6 48 (3.14%) R
7 44 (2.88%) JavaScript
8 28 (1.83%) C#
9 21 (1.37%) TypeScript
10 20 (1.31%) C
11 19 (1.24%) Bicep
11 19 (1.24%) VBA
12 10 (0.65%) PHP
13 9 (0.59%) Julia
14 8 (0.52%) Groovy
14 8 (0.52%) Kotlin
15 7 (0.46%) Bash
16 6 (0.39%) Ruby
17 5 (0.33%) Rust
Qualifications
1 339 (22.19%) Degree
2 168 (10.99%) Security Cleared
3 94 (6.15%) DV Cleared
4 81 (5.30%) Master's Degree
5 66 (4.32%) SC Cleared
6 58 (3.80%) PhD
7 50 (3.27%) Computer Science Degree
8 36 (2.36%) Azure Certification
9 32 (2.09%) DBS Check
10 19 (1.24%) Microsoft Certification
11 18 (1.18%) BPSS Clearance
12 13 (0.85%) AWS Certification
12 13 (0.85%) SnowPro
13 8 (0.52%) Postgraduate
14 6 (0.39%) Numerate Degree
15 3 (0.20%) CISSP
15 3 (0.20%) Microsoft Certified Professional
15 3 (0.20%) TOGAF Certification
16 2 (0.13%) ITIL Certification
16 2 (0.13%) Oracle Certification
Quality Assurance & Compliance
1 171 (11.19%) Data Quality
2 57 (3.73%) QA
3 55 (3.60%) GDPR
4 47 (3.08%) Accessibility
5 23 (1.51%) California Consumer Privacy Act
6 13 (0.85%) Actionable Recommendations
7 11 (0.72%) ISO/IEC 27001
8 6 (0.39%) 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 (0.065%) ISO 9001
11 1 (0.065%) ISO/IEC 20000
11 1 (0.065%) PERC
11 1 (0.065%) Software Quality Assurance
System Software
1 110 (7.20%) Docker
2 4 (0.26%) Active Directory
3 3 (0.20%) 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 76 (4.97%) Kubernetes
2 67 (4.38%) Terraform
3 15 (0.98%) Kubeflow
4 6 (0.39%) Ansible
4 6 (0.39%) 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 (0.065%) Grafana
7 1 (0.065%) Prometheus
7 1 (0.065%) Puppet
Vendors
1 217 (14.20%) Databricks
2 116 (7.59%) Microsoft
3 93 (6.09%) Google
4 48 (3.14%) Dell
5 36 (2.36%) Typelevel
6 26 (1.70%) Informatica
6 26 (1.70%) Teradata
7 24 (1.57%) Denodo
8 23 (1.51%) Cloudera
8 23 (1.51%) OpenAI
9 19 (1.24%) Oracle
10 12 (0.79%) SAP
11 9 (0.59%) Workday
12 8 (0.52%) LexisNexis
13 7 (0.46%) IBM
13 7 (0.46%) ServiceNow
14 6 (0.39%) HP
15 5 (0.33%) Alteryx
15 5 (0.33%) Foundry
16 4 (0.26%) Salesforce