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

6 months to
1 Aug 2026
Same period 2025 Same period 2024
Rank 136 140 145
Rank change year-on-year +4 +5 -28
Permanent jobs citing Data Science 1,446 1,145 1,524
As % of all permanent jobs in the UK 1.40% 2.31% 1.77%
As % of the Processes & Methodologies category 1.90% 2.58% 2.19%
Number of salaries quoted 831 507 778
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £72,500 £74,000 £70,000
Median % change year-on-year -2.03% +5.71% -
75th Percentile £90,000 £95,000 £91,250
90th Percentile £102,500 £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 76,038 44,320 69,725
As % of all permanent jobs advertised in the UK 73.68% 89.51% 81.15%
Number of salaries quoted 52,466 25,228 46,329
10th Percentile £30,603 £28,500 £30,500
25th Percentile £41,250 £37,500 £40,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.41%
75th Percentile £78,750 £76,250 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 1 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 1 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 +6 1,341 £72,500 -0.68% 1,485
UK excluding London -13 698 £70,000 +16.67% 667
London 0 657 £78,500 -4.85% 989
Work from Home +47 484 £70,932 +7.88% 583
North of England +67 214 £75,000 +36.36% 170
North West +78 141 £75,000 +36.36% 102
Midlands +23 138 £60,000 -4.00% 71
South East -97 130 £67,000 +21.82% 182
South West -39 126 £60,000 -20.00% 76
East Midlands +18 82 £65,000 +48.57% 31
West Midlands -11 56 £36,000 -44.19% 40
Yorkshire -2 50 £66,720 +16.03% 57
East of England -13 48 £75,000 +17.19% 54
North East -35 23 £80,000 +68.42% 13
Scotland -9 19 £75,013 +7.16% 47
Wales -48 18 £75,000 +11.01% 50
Northern Ireland -72 5 £55,000 - 23

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 (8.09%) Apache Spark
2 59 (4.08%) Apache Airflow
3 39 (2.70%) Apache
4 21 (1.45%) ArcGIS
5 15 (1.04%) SAS
6 13 (0.90%) SharePoint
7 7 (0.48%) Confluence
8 6 (0.41%) Jupyter
9 5 (0.35%) ColdFusion
9 5 (0.35%) GeoServer
10 2 (0.14%) Apache Pulsar
10 2 (0.14%) CMS
11 1 (0.069%) Luigi
11 1 (0.069%) Oracle Application Server
11 1 (0.069%) R Markdown
11 1 (0.069%) Tornado
Applications
1 47 (3.25%) Microsoft Excel
2 8 (0.55%) Microsoft Office
2 8 (0.55%) Microsoft PowerPoint
3 5 (0.35%) Chatbot
4 3 (0.21%) Spreadsheet
5 2 (0.14%) Final Cut Pro
5 2 (0.14%) Microsoft Project
5 2 (0.14%) SPSS
6 1 (0.069%) Trello
Business Applications
1 1 (0.069%) HFM
1 1 (0.069%) Oracle EBS
1 1 (0.069%) Oracle ERP
Cloud Services
1 387 (26.76%) AWS
2 338 (23.37%) Azure
3 226 (15.63%) GCP
4 152 (10.51%) Power Platform
5 107 (7.40%) Snowflake
6 61 (4.22%) Azure Data Factory
6 61 (4.22%) Azure Synapse Analytics
7 53 (3.67%) dbt
8 50 (3.46%) Serverless
9 42 (2.90%) SaaS
10 35 (2.42%) Amazon S3
11 33 (2.28%) AWS Lambda
12 29 (2.01%) Azure Machine Learning
13 26 (1.80%) Azure DevOps
14 24 (1.66%) Amazon Bedrock
15 21 (1.45%) Anthropic Claude
16 19 (1.31%) GitHub
16 19 (1.31%) Microsoft Purview
17 17 (1.18%) Amazon Kinesis
18 15 (1.04%) Google Analytics
Communications & Networking
1 72 (4.98%) Broadband
2 6 (0.41%) 5G
2 6 (0.41%) BGP
2 6 (0.41%) DNS
2 6 (0.41%) Internet
2 6 (0.41%) IPsec
2 6 (0.41%) VPN
3 4 (0.28%) Software-Defined Radio
4 2 (0.14%) Firewall
4 2 (0.14%) HTTP
5 1 (0.069%) Kerberos
5 1 (0.069%) SMS
Database & Business Intelligence
1 145 (10.03%) Power BI
2 135 (9.34%) Data Warehouse
3 100 (6.92%) Data Lake
4 93 (6.43%) Tableau
5 73 (5.05%) Amazon Redshift
6 64 (4.43%) Metadata
7 61 (4.22%) NoSQL
8 59 (4.08%) BigQuery
9 53 (3.67%) Looker
10 50 (3.46%) Big Data
11 44 (3.04%) Elasticsearch
11 44 (3.04%) PostgreSQL
12 39 (2.70%) MongoDB
13 36 (2.49%) Relational Database
14 35 (2.42%) GIS
15 28 (1.94%) SQL Server
16 27 (1.87%) Delta Lake
17 25 (1.73%) Azure SQL Database
17 25 (1.73%) Snowflake Schema
18 24 (1.66%) MySQL
Development Applications
1 82 (5.67%) Git
2 46 (3.18%) MLflow
3 15 (1.04%) Claude Code
4 14 (0.97%) JIRA
5 13 (0.90%) Jenkins
6 10 (0.69%) GitLab
7 3 (0.21%) Visual Studio Code
8 2 (0.14%) JUnit
8 2 (0.14%) Selenium
9 1 (0.069%) Bitbucket
9 1 (0.069%) NUnit
9 1 (0.069%) TeamCity
9 1 (0.069%) Yeoman
General
1 343 (23.72%) Finance
2 293 (20.26%) Social Skills
3 276 (19.09%) Analytical Skills
4 105 (7.26%) Marketing
5 104 (7.19%) Inclusion and Diversity
6 102 (7.05%) Banking
7 77 (5.33%) Public Sector
8 70 (4.84%) Law
9 62 (4.29%) Retail
10 34 (2.35%) Legal
11 31 (2.14%) Advertising
11 31 (2.14%) Organisational Skills
12 27 (1.87%) Influencing Skills
13 26 (1.80%) Financial Institution
14 21 (1.45%) Presentation Skills
15 20 (1.38%) Games
16 15 (1.04%) Manufacturing
17 13 (0.90%) Publishing
18 11 (0.76%) Back Office
18 11 (0.76%) Military
Job Titles
1 544 (37.62%) Data Scientist
2 324 (22.41%) Senior
3 265 (18.33%) Senior Data Scientist
4 196 (13.55%) Lead
5 171 (11.83%) Data Engineer
6 92 (6.36%) Software Engineer
7 88 (6.09%) Lead Data Scientist
8 81 (5.60%) Developer
9 72 (4.98%) Consultant
10 66 (4.56%) Analyst
11 61 (4.22%) Architect
12 42 (2.90%) Artificial Intelligence Engineer
13 36 (2.49%) Data Analyst
14 33 (2.28%) Python Engineer
15 32 (2.21%) Research Scientist
15 32 (2.21%) Senior Data Engineer
16 29 (2.01%) Machine Learning Scientist
16 29 (2.01%) Systems Engineer
17 28 (1.94%) Data Architect
17 28 (1.94%) Product Specialist
Libraries, Frameworks & Software Standards
1 150 (10.37%) PyTorch
2 114 (7.88%) TensorFlow
3 84 (5.81%) scikit-learn
4 82 (5.67%) Kafka
5 69 (4.77%) LangChain
6 50 (3.46%) PySpark
7 44 (3.04%) Pandas
8 37 (2.56%) gRPC
9 35 (2.42%) React
10 34 (2.35%) Hugging Face
10 34 (2.35%) LlamaIndex
11 30 (2.07%) LangGraph
12 27 (1.87%) pgvector
13 26 (1.80%) NumPy
14 25 (1.73%) REST
15 23 (1.59%) RESTful
16 21 (1.45%) Node.js
17 18 (1.24%) FastAPI
18 17 (1.18%) Django
18 17 (1.18%) SpaCy
Miscellaneous
1 119 (8.23%) Algorithms
2 96 (6.64%) Cloud Native
3 67 (4.63%) Distributed Systems
4 59 (4.08%) AI Agents
5 54 (3.73%) Video\Live Streaming
6 47 (3.25%) Product Ownership
7 43 (2.97%) Over-the-Top Content
8 36 (2.49%) Onboarding
9 33 (2.28%) Clustering
10 32 (2.21%) Data Structures
11 27 (1.87%) Management Information System
11 27 (1.87%) Public Cloud
12 26 (1.80%) Social Media
13 20 (1.38%) Greenfield Project
13 20 (1.38%) Life Science
14 19 (1.31%) Hedge funds
15 17 (1.18%) e-Learning
16 15 (1.04%) Blog
17 11 (0.76%) Credit Risk
17 11 (0.76%) IoT
Operating Systems
1 27 (1.87%) Linux
2 10 (0.69%) Windows
3 2 (0.14%) Apple iOS
3 2 (0.14%) Embedded Linux
3 2 (0.14%) Mac OS
3 2 (0.14%) Unix
Processes & Methodologies
1 736 (50.90%) AI
2 695 (48.06%) Machine Learning
3 584 (40.39%) Analytics
4 270 (18.67%) CI/CD
5 257 (17.77%) Data Engineering
6 255 (17.63%) Decision-Making
7 253 (17.50%) Software Engineering
8 246 (17.01%) Problem-Solving
9 242 (16.74%) Agile
10 226 (15.63%) Data Pipeline
11 219 (15.15%) Business Intelligence
12 212 (14.66%) Mentoring
13 209 (14.45%) Roadmaps
14 206 (14.25%) Generative AI
15 189 (13.07%) MLOps
16 178 (12.31%) Data Modelling
17 156 (10.79%) Actionable Insight
18 152 (10.51%) Use Case
19 151 (10.44%) Visualisation
20 145 (10.03%) Computer Science
Programming Languages
1 694 (47.99%) Python
2 416 (28.77%) SQL
3 88 (6.09%) Java
4 80 (5.53%) Scala
5 50 (3.46%) C++
5 50 (3.46%) R
6 47 (3.25%) Go
7 43 (2.97%) JavaScript
8 29 (2.01%) C#
9 21 (1.45%) C
10 19 (1.31%) TypeScript
10 19 (1.31%) VBA
11 16 (1.11%) Bicep
12 10 (0.69%) PHP
13 9 (0.62%) Julia
14 8 (0.55%) Groovy
15 7 (0.48%) Bash
16 6 (0.41%) Ruby
17 5 (0.35%) Data Analysis Expressions
17 5 (0.35%) T-SQL
Qualifications
1 322 (22.27%) Degree
2 155 (10.72%) Security Cleared
3 84 (5.81%) DV Cleared
4 78 (5.39%) Master's Degree
5 60 (4.15%) SC Cleared
6 56 (3.87%) PhD
7 48 (3.32%) Computer Science Degree
8 35 (2.42%) Azure Certification
9 33 (2.28%) DBS Check
10 17 (1.18%) Microsoft Certification
11 14 (0.97%) BPSS Clearance
12 13 (0.90%) AWS Certification
13 11 (0.76%) SnowPro
14 8 (0.55%) Postgraduate
15 4 (0.28%) Numerate Degree
16 3 (0.21%) APMP
16 3 (0.21%) CISSP
16 3 (0.21%) MBA
16 3 (0.21%) Microsoft Certified Professional
16 3 (0.21%) TOGAF Certification
Quality Assurance & Compliance
1 163 (11.27%) Data Quality
2 55 (3.80%) GDPR
3 53 (3.67%) QA
4 43 (2.97%) Accessibility
5 23 (1.59%) California Consumer Privacy Act
6 12 (0.83%) Actionable Recommendations
7 11 (0.76%) ISO/IEC 27001
8 6 (0.41%) EU AI Act
9 3 (0.21%) SOC 2
10 2 (0.14%) DICOM
10 2 (0.14%) HL7
10 2 (0.14%) IFRS
10 2 (0.14%) IFRS 17
10 2 (0.14%) PERC
10 2 (0.14%) Solvency II
10 2 (0.14%) WCAG
11 1 (0.069%) ISO 9001
11 1 (0.069%) ISO/IEC 20000
11 1 (0.069%) Software Quality Assurance
System Software
1 106 (7.33%) Docker
2 3 (0.21%) Active Directory
3 2 (0.14%) Firmware
3 2 (0.14%) IAG
4 1 (0.069%) Virtual Desktop
Systems Management
1 72 (4.98%) Kubernetes
2 64 (4.43%) Terraform
3 13 (0.90%) Kubeflow
4 6 (0.41%) Hadoop YARN
5 3 (0.21%) Ansible
5 3 (0.21%) Argo
5 3 (0.21%) Kibana
6 2 (0.14%) Computer Emergency Response Teams
6 2 (0.14%) Computer Incident Response Team
6 2 (0.14%) Jamf Pro
7 1 (0.069%) Grafana
7 1 (0.069%) Prometheus
Vendors
1 201 (13.90%) Databricks
2 103 (7.12%) Microsoft
3 85 (5.88%) Google
4 48 (3.32%) Dell
5 36 (2.49%) Typelevel
6 26 (1.80%) Informatica
6 26 (1.80%) Teradata
7 24 (1.66%) Denodo
8 23 (1.59%) Cloudera
9 22 (1.52%) OpenAI
10 17 (1.18%) Oracle
11 11 (0.76%) SAP
12 7 (0.48%) IBM
12 7 (0.48%) ServiceNow
13 6 (0.41%) HP
13 6 (0.41%) LexisNexis
13 6 (0.41%) Salesforce
13 6 (0.41%) Workday
14 5 (0.35%) Alteryx
15 4 (0.28%) Foundry