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

6 months to
18 Aug 2026
Same period 2025 Same period 2024
Rank 134 150 155
Rank change year-on-year +16 +5 -28
Permanent jobs citing Data Science 1,552 1,098 1,403
As % of all permanent jobs in the UK 1.44% 2.20% 1.69%
As % of the Processes & Methodologies category 1.97% 2.46% 2.09%
Number of salaries quoted 888 499 725
10th Percentile £43,925 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £68,500
Median % change year-on-year +3.45% +5.84% -4.60%
75th Percentile £95,000 £95,000 £91,250
90th Percentile £105,000 £120,000 £112,500
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -5.14%

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 78,793 44,552 66,983
As % of all permanent jobs advertised in the UK 73.35% 89.17% 80.87%
Number of salaries quoted 54,339 25,245 43,003
10th Percentile £31,000 £28,500 £31,250
25th Percentile £41,250 £36,750 £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 £96,650 £95,000
UK excluding London median annual salary £55,000 £47,500 £50,000
% change year-on-year +15.79% -5.00% -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 18 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 18 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 +22 1,437 £75,000 +3.45% 627
UK excluding London +3 749 £70,000 +16.67% 482
London +6 723 £80,000 -5.88% 298
Work from Home +59 488 £75,000 +15.38% 231
North of England +98 237 £75,000 +36.36% 127
North West +92 154 £75,000 +36.36% 65
South East -89 141 £70,000 +27.27% 145
Midlands +30 135 £57,500 -11.54% 49
South West -5 126 £60,000 -14.29% 68
East Midlands +25 78 £70,000 +19.15% 27
Yorkshire +9 57 £70,000 +24.19% 48
West Midlands -1 57 £36,000 -44.62% 22
East of England -28 46 £75,000 +25.00% 37
Wales -37 29 £75,000 +49.63% 15
Scotland -10 28 £75,026 -2.40% 25
North East -40 26 £80,000 +68.42% 14
Northern Ireland -75 7 £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
1 123 (7.93%) Apache Spark
2 54 (3.48%) Apache Airflow
3 43 (2.77%) Apache
4 13 (0.84%) SAS
5 12 (0.77%) SharePoint
6 9 (0.58%) ArcGIS
7 7 (0.45%) 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 (0.064%) Apache Superset
12 1 (0.064%) R Markdown
Applications
1 54 (3.48%) Microsoft Excel
2 13 (0.84%) Microsoft Office
3 8 (0.52%) Microsoft PowerPoint
4 5 (0.32%) Chatbot
5 3 (0.19%) SPSS
6 2 (0.13%) Final Cut Pro
7 1 (0.064%) Microsoft Project
7 1 (0.064%) Spreadsheet
7 1 (0.064%) Trello
Business Applications
1 1 (0.064%) HFM
1 1 (0.064%) Oracle EBS
1 1 (0.064%) Oracle ERP
Cloud Services
1 400 (25.77%) AWS
2 352 (22.68%) Azure
3 223 (14.37%) GCP
4 161 (10.37%) Power Platform
5 122 (7.86%) Snowflake
6 67 (4.32%) Azure Data Factory
7 61 (3.93%) Azure Synapse Analytics
8 52 (3.35%) dbt
9 50 (3.22%) Serverless
10 44 (2.84%) SaaS
11 36 (2.32%) Amazon S3
12 34 (2.19%) Amazon Bedrock
12 34 (2.19%) Anthropic Claude
12 34 (2.19%) AWS Lambda
12 34 (2.19%) Azure Machine Learning
13 28 (1.80%) Azure DevOps
14 25 (1.61%) GitHub
15 22 (1.42%) Microsoft Purview
16 18 (1.16%) Google Analytics
17 16 (1.03%) Google Gemini
Communications & Networking
1 53 (3.41%) 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 (0.064%) HTTP
5 1 (0.064%) Kerberos
5 1 (0.064%) SMS
Database & Business Intelligence
1 154 (9.92%) Power BI
2 143 (9.21%) Data Warehouse
3 115 (7.41%) Data Lake
4 109 (7.02%) Tableau
5 74 (4.77%) Amazon Redshift
6 60 (3.87%) Big Data
6 60 (3.87%) NoSQL
7 57 (3.67%) Metadata
8 51 (3.29%) Looker
9 48 (3.09%) BigQuery
10 42 (2.71%) PostgreSQL
11 40 (2.58%) Relational Database
12 38 (2.45%) Elasticsearch
13 36 (2.32%) SQL Server
14 35 (2.26%) MongoDB
15 31 (2.00%) Azure SQL Database
16 30 (1.93%) Delta Lake
17 28 (1.80%) Hadoop
18 25 (1.61%) Snowflake Schema
19 24 (1.55%) Data Mining
Development Applications
1 90 (5.80%) Git
2 47 (3.03%) MLflow
3 25 (1.61%) Claude Code
4 14 (0.90%) JIRA
5 11 (0.71%) Jenkins
6 10 (0.64%) GitLab
7 5 (0.32%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.064%) Bitbucket
9 1 (0.064%) NUnit
9 1 (0.064%) Selenium
9 1 (0.064%) TeamCity
9 1 (0.064%) Yeoman
General
1 416 (26.80%) Finance
2 314 (20.23%) Social Skills
3 299 (19.27%) Analytical Skills
4 138 (8.89%) Marketing
5 133 (8.57%) Inclusion and Diversity
6 123 (7.93%) Banking
7 84 (5.41%) Law
8 83 (5.35%) Retail
9 78 (5.03%) Public Sector
10 39 (2.51%) Legal
11 34 (2.19%) Advertising
12 32 (2.06%) Financial Institution
12 32 (2.06%) Organisational Skills
13 31 (2.00%) Influencing Skills
14 24 (1.55%) Presentation Skills
15 22 (1.42%) Games
16 20 (1.29%) Back Office
17 15 (0.97%) Manufacturing
17 15 (0.97%) Publishing
18 12 (0.77%) Aerospace
Job Titles
1 582 (37.50%) Data Scientist
2 359 (23.13%) Senior
3 298 (19.20%) Senior Data Scientist
4 220 (14.18%) Lead
5 174 (11.21%) Data Engineer
6 98 (6.31%) Lead Data Scientist
7 96 (6.19%) Software Engineer
8 77 (4.96%) Developer
9 75 (4.83%) Analyst
10 74 (4.77%) Architect
11 58 (3.74%) Consultant
12 49 (3.16%) Artificial Intelligence Engineer
13 38 (2.45%) Data Analyst
14 35 (2.26%) Data Architect
14 35 (2.26%) Research Scientist
15 34 (2.19%) Machine Learning Scientist
16 30 (1.93%) Senior Data Engineer
17 29 (1.87%) Python Engineer
18 28 (1.80%) Principal Data Scientist
18 28 (1.80%) Product Specialist
Libraries, Frameworks & Software Standards
1 146 (9.41%) PyTorch
2 121 (7.80%) TensorFlow
3 95 (6.12%) scikit-learn
4 82 (5.28%) Kafka
5 81 (5.22%) LangChain
6 53 (3.41%) PySpark
7 51 (3.29%) Pandas
8 42 (2.71%) LangGraph
9 36 (2.32%) LlamaIndex
10 34 (2.19%) React
11 33 (2.13%) Hugging Face
12 32 (2.06%) NumPy
13 28 (1.80%) gRPC
13 28 (1.80%) pgvector
14 26 (1.68%) REST
15 21 (1.35%) Node.js
15 21 (1.35%) Spring
16 20 (1.29%) FastAPI
16 20 (1.29%) RESTful
16 20 (1.29%) SpaCy
Miscellaneous
1 113 (7.28%) Cloud Native
2 110 (7.09%) Algorithms
3 88 (5.67%) AI Agents
4 61 (3.93%) Distributed Systems
5 53 (3.41%) Onboarding
6 48 (3.09%) Product Ownership
7 41 (2.64%) Video\Live Streaming
8 34 (2.19%) Clustering
8 34 (2.19%) Over-the-Top Content
9 30 (1.93%) Public Cloud
10 28 (1.80%) Hedge funds
11 27 (1.74%) Management Information System
12 25 (1.61%) Data Structures
13 24 (1.55%) Blog
14 21 (1.35%) Social Media
15 19 (1.22%) e-Learning
16 17 (1.10%) Greenfield Project
16 17 (1.10%) Life Science
17 15 (0.97%) Credit Risk
18 12 (0.77%) Analytical Mindset
Operating Systems
1 26 (1.68%) Linux
2 12 (0.77%) Windows
3 3 (0.19%) Apple iOS
4 2 (0.13%) Embedded Linux
4 2 (0.13%) Mac OS
4 2 (0.13%) Windows Server
5 1 (0.064%) Red Hat Enterprise Linux
5 1 (0.064%) Rocky
5 1 (0.064%) Unix
Processes & Methodologies
1 812 (52.32%) AI
2 760 (48.97%) Machine Learning
3 631 (40.66%) Analytics
4 285 (18.36%) CI/CD
4 285 (18.36%) Decision-Making
5 273 (17.59%) Software Engineering
6 270 (17.40%) Data Engineering
7 261 (16.82%) Problem-Solving
8 256 (16.49%) Agile
9 249 (16.04%) Data Pipeline
10 237 (15.27%) Business Intelligence
11 235 (15.14%) Roadmaps
12 226 (14.56%) Generative AI
13 222 (14.30%) Mentoring
14 199 (12.82%) MLOps
15 181 (11.66%) Actionable Insight
15 181 (11.66%) Data Modelling
16 163 (10.50%) Use Case
17 162 (10.44%) Computer Science
18 158 (10.18%) Visualisation
Programming Languages
1 706 (45.49%) Python
2 453 (29.19%) SQL
3 90 (5.80%) Java
4 67 (4.32%) Scala
5 47 (3.03%) C++
6 44 (2.84%) R
7 43 (2.77%) JavaScript
8 39 (2.51%) Go
9 29 (1.87%) C#
10 20 (1.29%) Bicep
10 20 (1.29%) C
11 19 (1.22%) TypeScript
12 16 (1.03%) VBA
13 10 (0.64%) Julia
13 10 (0.64%) Kotlin
13 10 (0.64%) PHP
14 8 (0.52%) Groovy
15 7 (0.45%) Bash
16 6 (0.39%) Ruby
17 5 (0.32%) Rust
Qualifications
1 343 (22.10%) Degree
2 166 (10.70%) Security Cleared
3 89 (5.73%) DV Cleared
4 83 (5.35%) Master's Degree
5 67 (4.32%) SC Cleared
6 62 (3.99%) PhD
7 50 (3.22%) Computer Science Degree
8 34 (2.19%) Azure Certification
9 28 (1.80%) DBS Check
10 18 (1.16%) BPSS Clearance
11 17 (1.10%) Microsoft Certification
12 14 (0.90%) AWS Certification
12 14 (0.90%) SnowPro
13 9 (0.58%) Numerate Degree
14 8 (0.52%) Postgraduate
15 5 (0.32%) Microsoft Certified Professional
16 3 (0.19%) AWS Certified Cloud Practitioner
16 3 (0.19%) CISSP
16 3 (0.19%) PMI Certification
16 3 (0.19%) PMP
Quality Assurance & Compliance
1 173 (11.15%) Data Quality
2 51 (3.29%) GDPR
3 45 (2.90%) QA
4 35 (2.26%) Accessibility
5 23 (1.48%) California Consumer Privacy Act
6 13 (0.84%) 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 (0.064%) ISO 9001
11 1 (0.064%) ISO/IEC 20000
11 1 (0.064%) Software Quality Assurance
System Software
1 99 (6.38%) Docker
2 4 (0.26%) Active Directory
3 3 (0.19%) Firmware
4 2 (0.13%) IAG
5 1 (0.064%) Virtual Desktop
5 1 (0.064%) Virtual Machines
5 1 (0.064%) VMware ESXi
5 1 (0.064%) VMware Infrastructure
5 1 (0.064%) vSphere
Systems Management
1 72 (4.64%) Kubernetes
2 68 (4.38%) 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%) Grafana
7 2 (0.13%) Jamf Pro
8 1 (0.064%) Prometheus
8 1 (0.064%) Puppet
Vendors
1 234 (15.08%) Databricks
2 122 (7.86%) Microsoft
3 91 (5.86%) Google
4 48 (3.09%) Dell
5 27 (1.74%) Typelevel
6 26 (1.68%) Informatica
6 26 (1.68%) OpenAI
6 26 (1.68%) Teradata
7 24 (1.55%) Denodo
8 23 (1.48%) Cloudera
9 20 (1.29%) Oracle
10 11 (0.71%) SAP
11 10 (0.64%) LexisNexis
11 10 (0.64%) Workday
12 7 (0.45%) IBM
12 7 (0.45%) ServiceNow
13 6 (0.39%) Foundry
13 6 (0.39%) HP
14 5 (0.32%) Alteryx
14 5 (0.32%) Salesforce