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

6 months to
4 Aug 2026
Same period 2025 Same period 2024
Rank 134 135 148
Rank change year-on-year +1 +13 -28
Permanent jobs citing Data Science 1,482 1,146 1,504
As % of all permanent jobs in the UK 1.43% 2.31% 1.79%
As % of the Processes & Methodologies category 1.94% 2.58% 2.21%
Number of salaries quoted 847 502 752
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 76,247 44,374 67,952
As % of all permanent jobs advertised in the UK 73.60% 89.45% 81.06%
Number of salaries quoted 52,515 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 4 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 4 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 +12 1,367 £75,000 +3.45% 1,837
UK excluding London -5 720 £70,000 +16.67% 811
London +2 671 £80,000 -3.03% 1,182
Work from Home +47 495 £72,000 +9.51% 707
North of England +77 219 £75,000 +36.36% 216
North West +82 144 £75,000 +36.36% 127
Midlands +20 138 £57,500 -8.00% 105
South East -92 135 £70,000 +27.27% 216
South West -27 129 £60,000 -20.00% 97
East Midlands +28 81 £60,000 +37.14% 42
West Midlands -13 57 £36,000 -44.19% 63
Yorkshire -3 52 £68,360 +18.89% 72
East of England -21 48 £75,000 +17.19% 73
Wales -33 23 £75,000 +11.01% 27
North East -35 23 £80,000 +68.42% 18
Scotland -11 22 £75,013 +7.16% 64
Northern Ireland -74 6 £55,000 - 21

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 (8.03%) Apache Spark
2 60 (4.05%) Apache Airflow
3 39 (2.63%) Apache
4 21 (1.42%) ArcGIS
5 15 (1.01%) SAS
6 13 (0.88%) SharePoint
7 7 (0.47%) Confluence
8 6 (0.40%) Jupyter
9 5 (0.34%) 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 49 (3.31%) Microsoft Excel
2 10 (0.67%) Microsoft Office
3 8 (0.54%) Microsoft PowerPoint
4 5 (0.34%) 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
1 399 (26.92%) AWS
2 344 (23.21%) Azure
3 230 (15.52%) GCP
4 153 (10.32%) Power Platform
5 113 (7.62%) Snowflake
6 61 (4.12%) Azure Synapse Analytics
7 60 (4.05%) Azure Data Factory
8 54 (3.64%) dbt
9 50 (3.37%) Serverless
10 43 (2.90%) SaaS
11 35 (2.36%) Amazon S3
12 34 (2.29%) AWS Lambda
13 31 (2.09%) Azure Machine Learning
14 27 (1.82%) Amazon Bedrock
15 26 (1.75%) Azure DevOps
16 24 (1.62%) Anthropic Claude
17 22 (1.48%) GitHub
18 19 (1.28%) Microsoft Purview
19 18 (1.21%) Amazon Kinesis
20 15 (1.01%) Google Analytics
Communications & Networking
1 72 (4.86%) 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
1 146 (9.85%) Power BI
2 137 (9.24%) Data Warehouse
3 103 (6.95%) Data Lake
4 97 (6.55%) Tableau
5 75 (5.06%) Amazon Redshift
6 64 (4.32%) Metadata
7 63 (4.25%) NoSQL
8 57 (3.85%) BigQuery
9 51 (3.44%) Big Data
9 51 (3.44%) Looker
10 45 (3.04%) PostgreSQL
11 43 (2.90%) Elasticsearch
12 39 (2.63%) MongoDB
13 38 (2.56%) Relational Database
14 34 (2.29%) GIS
15 30 (2.02%) SQL Server
16 27 (1.82%) Delta Lake
17 26 (1.75%) Azure SQL Database
18 25 (1.69%) Snowflake Schema
19 24 (1.62%) MySQL
Development Applications
1 85 (5.74%) Git
2 46 (3.10%) MLflow
3 18 (1.21%) Claude Code
4 14 (0.94%) JIRA
5 12 (0.81%) 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
1 366 (24.70%) Finance
2 303 (20.45%) Social Skills
3 286 (19.30%) Analytical Skills
4 115 (7.76%) Marketing
5 112 (7.56%) Inclusion and Diversity
6 109 (7.35%) Banking
7 77 (5.20%) Public Sector
8 76 (5.13%) Law
9 66 (4.45%) Retail
10 35 (2.36%) Legal
11 31 (2.09%) Advertising
11 31 (2.09%) Organisational Skills
12 28 (1.89%) Financial Institution
13 27 (1.82%) Influencing Skills
14 23 (1.55%) Presentation Skills
15 21 (1.42%) Games
16 16 (1.08%) Manufacturing
17 14 (0.94%) Back Office
18 13 (0.88%) Publishing
19 11 (0.74%) Military
Job Titles
1 559 (37.72%) Data Scientist
2 332 (22.40%) Senior
3 275 (18.56%) Senior Data Scientist
4 205 (13.83%) Lead
5 173 (11.67%) Data Engineer
6 94 (6.34%) Lead Data Scientist
6 94 (6.34%) Software Engineer
7 80 (5.40%) Developer
8 73 (4.93%) Consultant
9 66 (4.45%) Analyst
9 66 (4.45%) Architect
10 42 (2.83%) Artificial Intelligence Engineer
11 36 (2.43%) Data Analyst
12 33 (2.23%) Research Scientist
13 32 (2.16%) Python Engineer
14 31 (2.09%) Senior Data Engineer
15 30 (2.02%) Data Architect
16 29 (1.96%) Machine Learning Scientist
17 28 (1.89%) Product Specialist
17 28 (1.89%) Systems Engineer
Libraries, Frameworks & Software Standards
1 151 (10.19%) PyTorch
2 114 (7.69%) TensorFlow
3 85 (5.74%) scikit-learn
4 84 (5.67%) Kafka
5 72 (4.86%) LangChain
6 49 (3.31%) PySpark
7 44 (2.97%) Pandas
8 37 (2.50%) gRPC
9 36 (2.43%) React
10 34 (2.29%) Hugging Face
10 34 (2.29%) LlamaIndex
11 33 (2.23%) LangGraph
12 27 (1.82%) pgvector
13 26 (1.75%) NumPy
14 25 (1.69%) REST
15 21 (1.42%) Node.js
15 21 (1.42%) RESTful
16 18 (1.21%) FastAPI
16 18 (1.21%) SpaCy
16 18 (1.21%) Spring
Miscellaneous
1 121 (8.16%) Algorithms
2 99 (6.68%) Cloud Native
3 68 (4.59%) Distributed Systems
4 65 (4.39%) AI Agents
5 54 (3.64%) Video\Live Streaming
6 49 (3.31%) Product Ownership
7 43 (2.90%) Over-the-Top Content
8 42 (2.83%) Onboarding
9 33 (2.23%) Clustering
10 31 (2.09%) Data Structures
11 27 (1.82%) Public Cloud
12 26 (1.75%) Social Media
13 25 (1.69%) Management Information System
14 22 (1.48%) Hedge funds
15 20 (1.35%) Life Science
16 18 (1.21%) e-Learning
16 18 (1.21%) Greenfield Project
17 17 (1.15%) Blog
18 13 (0.88%) Credit Risk
18 13 (0.88%) IoT
Operating Systems
1 27 (1.82%) Linux
2 11 (0.74%) Windows
3 2 (0.13%) Apple iOS
3 2 (0.13%) Embedded Linux
3 2 (0.13%) Mac OS
3 2 (0.13%) Unix
4 1 (0.067%) Windows Server
Processes & Methodologies
1 761 (51.35%) AI
2 718 (48.45%) Machine Learning
3 607 (40.96%) Analytics
4 275 (18.56%) CI/CD
5 269 (18.15%) Decision-Making
6 261 (17.61%) Data Engineering
7 260 (17.54%) Software Engineering
8 255 (17.21%) Problem-Solving
9 249 (16.80%) Agile
10 233 (15.72%) Data Pipeline
11 222 (14.98%) Business Intelligence
12 219 (14.78%) Mentoring
13 218 (14.71%) Roadmaps
14 209 (14.10%) Generative AI
15 190 (12.82%) MLOps
16 178 (12.01%) Data Modelling
17 165 (11.13%) Actionable Insight
18 155 (10.46%) Visualisation
19 154 (10.39%) Use Case
20 149 (10.05%) Computer Science
Programming Languages
1 704 (47.50%) Python
2 428 (28.88%) SQL
3 89 (6.01%) Java
4 80 (5.40%) Scala
5 50 (3.37%) C++
5 50 (3.37%) R
6 48 (3.24%) Go
7 42 (2.83%) JavaScript
8 28 (1.89%) C#
9 20 (1.35%) C
9 20 (1.35%) TypeScript
10 19 (1.28%) VBA
11 17 (1.15%) Bicep
12 10 (0.67%) PHP
13 9 (0.61%) Julia
14 8 (0.54%) Groovy
15 7 (0.47%) Bash
16 6 (0.40%) Kotlin
16 6 (0.40%) Ruby
17 5 (0.34%) Rust
Qualifications
1 331 (22.33%) Degree
2 160 (10.80%) Security Cleared
3 87 (5.87%) DV Cleared
4 79 (5.33%) Master's Degree
5 64 (4.32%) SC Cleared
6 57 (3.85%) PhD
7 47 (3.17%) Computer Science Degree
8 35 (2.36%) Azure Certification
9 33 (2.23%) DBS Check
10 17 (1.15%) Microsoft Certification
11 16 (1.08%) BPSS Clearance
12 13 (0.88%) AWS Certification
13 11 (0.74%) SnowPro
14 8 (0.54%) Postgraduate
15 5 (0.34%) 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
1 162 (10.93%) Data Quality
2 55 (3.71%) QA
3 54 (3.64%) GDPR
4 46 (3.10%) Accessibility
5 23 (1.55%) California Consumer Privacy Act
6 13 (0.88%) Actionable Recommendations
7 11 (0.74%) 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%) PERC
11 1 (0.067%) Software Quality Assurance
System Software
1 108 (7.29%) Docker
2 4 (0.27%) Active Directory
3 3 (0.20%) Firmware
4 2 (0.13%) IAG
5 1 (0.067%) Virtual Desktop
Systems Management
1 74 (4.99%) Kubernetes
2 66 (4.45%) Terraform
3 13 (0.88%) Kubeflow
4 6 (0.40%) Hadoop YARN
5 5 (0.34%) Ansible
6 3 (0.20%) Argo
6 3 (0.20%) 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 (0.067%) Grafana
8 1 (0.067%) Prometheus
8 1 (0.067%) Puppet
Vendors
1 207 (13.97%) Databricks
2 108 (7.29%) Microsoft
3 84 (5.67%) Google
4 48 (3.24%) Dell
5 36 (2.43%) Typelevel
6 26 (1.75%) Informatica
6 26 (1.75%) Teradata
7 24 (1.62%) Denodo
8 23 (1.55%) Cloudera
8 23 (1.55%) OpenAI
9 18 (1.21%) Oracle
10 11 (0.74%) SAP
11 7 (0.47%) IBM
11 7 (0.47%) LexisNexis
11 7 (0.47%) ServiceNow
11 7 (0.47%) Workday
12 6 (0.40%) HP
13 5 (0.34%) Alteryx
13 5 (0.34%) Foundry
13 5 (0.34%) Salesforce