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 27 July 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 141 135 151
Rank change year-on-year -6 +16 -42
Permanent jobs citing Data Science 1,393 1,147 1,575
As % of all permanent jobs in the UK 1.38% 2.32% 1.78%
As % of the Processes & Methodologies category 1.87% 2.59% 2.19%
Number of salaries quoted 795 512 820
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £75,000 £70,000
Median % change year-on-year -6.67% +7.14% -
75th Percentile £90,000 £95,000 £91,250
90th Percentile £101,250 £115,000 £112,500
UK excluding London median annual salary £66,860 £63,764 £60,000
% change year-on-year +4.86% +6.27% -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 74,612 44,363 71,938
As % of all permanent jobs advertised in the UK 73.65% 89.74% 81.45%
Number of salaries quoted 51,478 25,172 48,522
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
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 27 July 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 27 July 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 0 1,300 £70,932 -5.42% 953
UK excluding London -13 670 £66,860 +4.86% 506
London +1 632 £80,000 -3.03% 597
Work from Home +38 480 £70,000 - 342
North of England +70 202 £75,000 +33.33% 129
Midlands +29 137 £55,000 -14.73% 54
North West +65 133 £75,000 +36.36% 70
South East -92 129 £70,000 +24.44% 158
South West -34 124 £60,000 -27.27% 58
East Midlands +19 82 £60,000 +37.14% 23
West Midlands -6 55 £36,000 -44.62% 31
East of England -8 48 £78,425 +22.54% 43
Yorkshire -10 47 £66,720 +16.03% 49
North East -34 22 £80,000 +68.42% 12
Scotland -16 14 £85,000 +21.43% 36
Wales -47 13 £65,000 -3.79% 26
Northern Ireland -67 3 - - 10

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
1 115 (8.26%) Apache Spark
2 60 (4.31%) Apache Airflow
3 37 (2.66%) Apache
4 21 (1.51%) ArcGIS
5 15 (1.08%) SAS
6 14 (1.01%) SharePoint
7 6 (0.43%) Confluence
8 5 (0.36%) ColdFusion
8 5 (0.36%) GeoServer
8 5 (0.36%) Jupyter
9 2 (0.14%) Apache Pulsar
9 2 (0.14%) CMS
10 1 (0.072%) Oracle Application Server
Applications
1 46 (3.30%) Microsoft Excel
2 7 (0.50%) Microsoft Office
2 7 (0.50%) Microsoft PowerPoint
3 5 (0.36%) Chatbot
4 3 (0.22%) Spreadsheet
5 2 (0.14%) Final Cut Pro
5 2 (0.14%) Microsoft Project
5 2 (0.14%) SPSS
6 1 (0.072%) Trello
Business Applications
1 1 (0.072%) HFM
1 1 (0.072%) Oracle EBS
1 1 (0.072%) Oracle ERP
Cloud Services
1 374 (26.85%) AWS
2 319 (22.90%) Azure
3 228 (16.37%) GCP
4 146 (10.48%) Power Platform
5 100 (7.18%) Snowflake
6 60 (4.31%) Azure Data Factory
6 60 (4.31%) Azure Synapse Analytics
7 52 (3.73%) dbt
8 49 (3.52%) Serverless
9 42 (3.02%) SaaS
10 33 (2.37%) Amazon S3
10 33 (2.37%) AWS Lambda
11 28 (2.01%) Azure Machine Learning
12 26 (1.87%) Azure DevOps
13 21 (1.51%) Amazon Bedrock
14 18 (1.29%) Anthropic Claude
15 17 (1.22%) Amazon Kinesis
15 17 (1.22%) GitHub
15 17 (1.22%) Microsoft Purview
16 13 (0.93%) Google Analytics
Communications & Networking
1 85 (6.10%) Broadband
2 6 (0.43%) 5G
2 6 (0.43%) BGP
2 6 (0.43%) DNS
2 6 (0.43%) Internet
2 6 (0.43%) IPsec
2 6 (0.43%) VPN
3 4 (0.29%) Software-Defined Radio
4 2 (0.14%) Firewall
4 2 (0.14%) HTTP
5 1 (0.072%) Kerberos
5 1 (0.072%) SMS
Database & Business Intelligence
1 140 (10.05%) Power BI
2 129 (9.26%) Data Warehouse
3 93 (6.68%) Data Lake
4 86 (6.17%) Tableau
5 71 (5.10%) Amazon Redshift
6 65 (4.67%) Metadata
7 60 (4.31%) BigQuery
7 60 (4.31%) NoSQL
8 52 (3.73%) Looker
9 48 (3.45%) Big Data
10 46 (3.30%) Elasticsearch
11 41 (2.94%) PostgreSQL
12 39 (2.80%) MongoDB
13 36 (2.58%) GIS
14 35 (2.51%) Relational Database
15 26 (1.87%) Delta Lake
16 25 (1.79%) Snowflake Schema
17 24 (1.72%) QGIS
18 23 (1.65%) MySQL
18 23 (1.65%) SQL Server
Development Applications
1 82 (5.89%) Git
2 46 (3.30%) MLflow
3 13 (0.93%) Jenkins
4 12 (0.86%) Claude Code
4 12 (0.86%) JIRA
5 9 (0.65%) GitLab
6 2 (0.14%) JUnit
6 2 (0.14%) Selenium
6 2 (0.14%) Visual Studio Code
7 1 (0.072%) Bitbucket
7 1 (0.072%) NUnit
7 1 (0.072%) TeamCity
7 1 (0.072%) Yeoman
General
1 310 (22.25%) Finance
2 287 (20.60%) Social Skills
3 271 (19.45%) Analytical Skills
4 97 (6.96%) Inclusion and Diversity
5 95 (6.82%) Banking
6 92 (6.60%) Marketing
7 67 (4.81%) Public Sector
8 62 (4.45%) Law
9 60 (4.31%) Retail
10 33 (2.37%) Legal
11 31 (2.23%) Advertising
12 29 (2.08%) Organisational Skills
13 26 (1.87%) Influencing Skills
14 24 (1.72%) Financial Institution
15 23 (1.65%) Games
16 19 (1.36%) Presentation Skills
17 16 (1.15%) Manufacturing
18 12 (0.86%) Publishing
19 11 (0.79%) Military
19 11 (0.79%) Pharmaceutical
Job Titles
1 523 (37.54%) Data Scientist
2 308 (22.11%) Senior
3 246 (17.66%) Senior Data Scientist
4 185 (13.28%) Lead
5 163 (11.70%) Data Engineer
6 94 (6.75%) Software Engineer
7 84 (6.03%) Developer
8 79 (5.67%) Lead Data Scientist
9 71 (5.10%) Consultant
10 65 (4.67%) Analyst
11 54 (3.88%) Architect
12 38 (2.73%) Artificial Intelligence Engineer
12 38 (2.73%) Data Analyst
13 33 (2.37%) Python Engineer
14 31 (2.23%) Research Scientist
14 31 (2.23%) Senior Data Engineer
15 30 (2.15%) Scala Engineer
15 30 (2.15%) Systems Engineer
16 28 (2.01%) Machine Learning Scientist
16 28 (2.01%) Product Specialist
Libraries, Frameworks & Software Standards
1 154 (11.06%) PyTorch
2 118 (8.47%) TensorFlow
3 83 (5.96%) scikit-learn
4 78 (5.60%) Kafka
5 62 (4.45%) LangChain
6 47 (3.37%) PySpark
7 46 (3.30%) gRPC
8 43 (3.09%) Pandas
9 35 (2.51%) React
10 34 (2.44%) Hugging Face
11 32 (2.30%) LlamaIndex
12 26 (1.87%) pgvector
13 25 (1.79%) LangGraph
13 25 (1.79%) NumPy
14 24 (1.72%) REST
15 22 (1.58%) RESTful
16 21 (1.51%) Node.js
17 18 (1.29%) FastAPI
18 17 (1.22%) HTML
19 16 (1.15%) Django
Miscellaneous
1 118 (8.47%) Algorithms
2 92 (6.60%) Cloud Native
3 74 (5.31%) Distributed Systems
4 68 (4.88%) Video\Live Streaming
5 53 (3.80%) Over-the-Top Content
6 48 (3.45%) AI Agents
6 48 (3.45%) Product Ownership
7 32 (2.30%) Clustering
8 31 (2.23%) Data Structures
9 27 (1.94%) Onboarding
9 27 (1.94%) Public Cloud
10 23 (1.65%) Management Information System
10 23 (1.65%) Social Media
11 20 (1.44%) Life Science
12 17 (1.22%) Greenfield Project
13 16 (1.15%) e-Learning
13 16 (1.15%) Hedge funds
14 15 (1.08%) Blog
15 11 (0.79%) Enterprise Software
16 10 (0.72%) IoT
Operating Systems
1 27 (1.94%) Linux
2 10 (0.72%) 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
1 689 (49.46%) AI
2 664 (47.67%) Machine Learning
3 546 (39.20%) Analytics
4 275 (19.74%) CI/CD
5 254 (18.23%) Software Engineering
6 248 (17.80%) Data Engineering
7 245 (17.59%) Decision-Making
8 244 (17.52%) Problem-Solving
9 227 (16.30%) Agile
10 220 (15.79%) Data Pipeline
11 210 (15.08%) Mentoring
12 206 (14.79%) Business Intelligence
13 204 (14.64%) Roadmaps
14 197 (14.14%) Generative AI
15 186 (13.35%) MLOps
16 172 (12.35%) Data Modelling
17 156 (11.20%) Use Case
18 152 (10.91%) Actionable Insight
19 141 (10.12%) DevOps
19 141 (10.12%) ETL
Programming Languages
1 690 (49.53%) Python
2 398 (28.57%) SQL
3 89 (6.39%) Scala
4 86 (6.17%) Java
5 56 (4.02%) Go
6 50 (3.59%) C++
6 50 (3.59%) R
7 42 (3.02%) JavaScript
8 30 (2.15%) C#
9 22 (1.58%) C
10 20 (1.44%) VBA
11 18 (1.29%) TypeScript
12 16 (1.15%) Bicep
13 10 (0.72%) PHP
14 9 (0.65%) Julia
15 8 (0.57%) Bash
15 8 (0.57%) Groovy
16 6 (0.43%) Ruby
16 6 (0.43%) T-SQL
17 5 (0.36%) Rust
Qualifications
1 305 (21.90%) Degree
2 141 (10.12%) Security Cleared
3 74 (5.31%) DV Cleared
3 74 (5.31%) Master's Degree
4 56 (4.02%) SC Cleared
5 52 (3.73%) PhD
6 45 (3.23%) Computer Science Degree
7 35 (2.51%) DBS Check
8 34 (2.44%) Azure Certification
9 16 (1.15%) Microsoft Certification
10 12 (0.86%) AWS Certification
10 12 (0.86%) BPSS Clearance
11 10 (0.72%) SnowPro
12 8 (0.57%) Postgraduate
13 4 (0.29%) APMP
13 4 (0.29%) MBA
13 4 (0.29%) Numerate Degree
14 3 (0.22%) CISSP
14 3 (0.22%) TOGAF Certification
15 2 (0.14%) GIAC
Quality Assurance & Compliance
1 154 (11.06%) Data Quality
2 55 (3.95%) GDPR
3 48 (3.45%) QA
4 42 (3.02%) Accessibility
5 24 (1.72%) California Consumer Privacy Act
6 11 (0.79%) Actionable Recommendations
7 10 (0.72%) ISO/IEC 27001
8 6 (0.43%) EU AI Act
9 3 (0.22%) 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 (0.072%) GRC
System Software
1 112 (8.04%) Docker
2 3 (0.22%) Active Directory
3 2 (0.14%) Firmware
3 2 (0.14%) IAG
4 1 (0.072%) Virtual Desktop
Systems Management
1 69 (4.95%) Kubernetes
2 62 (4.45%) Terraform
3 14 (1.01%) Kubeflow
4 6 (0.43%) Hadoop YARN
5 3 (0.22%) Ansible
5 3 (0.22%) Kibana
6 2 (0.14%) Argo
6 2 (0.14%) Computer Emergency Response Teams
6 2 (0.14%) Computer Incident Response Team
6 2 (0.14%) Jamf Pro
7 1 (0.072%) Grafana
7 1 (0.072%) Prometheus
Vendors
1 188 (13.50%) Databricks
2 96 (6.89%) Microsoft
3 80 (5.74%) Google
4 48 (3.45%) Dell
5 45 (3.23%) Typelevel
6 26 (1.87%) Teradata
7 25 (1.79%) Informatica
8 24 (1.72%) Denodo
9 23 (1.65%) Cloudera
10 20 (1.44%) OpenAI
11 15 (1.08%) Oracle
12 9 (0.65%) SAP
13 7 (0.50%) IBM
13 7 (0.50%) Salesforce
13 7 (0.50%) ServiceNow
14 6 (0.43%) HP
15 4 (0.29%) Alteryx
15 4 (0.29%) LexisNexis
15 4 (0.29%) Revolut
15 4 (0.29%) Workday