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

6 months to
22 Jul 2026
Same period 2025 Same period 2024
Rank 154 136 152
Rank change year-on-year -18 +16 -50
Permanent jobs citing Data Science 1,320 1,148 1,659
As % of all permanent jobs in the UK 1.32% 2.33% 1.77%
As % of the Processes & Methodologies category 1.79% 2.59% 2.17%
Number of salaries quoted 779 512 887
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 £66,720 £64,000 £60,000
% change year-on-year +4.25% +6.67% -6.25%

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 73,727 44,243 76,601
As % of all permanent jobs advertised in the UK 73.60% 89.97% 81.83%
Number of salaries quoted 51,045 24,911 52,533
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,750 £40,000
Median annual salary (50th Percentile) £60,000 £56,000 £55,000
Median % change year-on-year +7.14% +1.82% -8.73%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £98,474 £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 22 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 22 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 -9 1,233 £70,000 -6.67% 1,159
UK excluding London -30 642 £66,720 +4.25% 593
London -9 587 £79,250 -3.94% 735
Work from Home +43 463 £70,000 +5.47% 455
North of England +55 193 £75,000 +30.43% 152
Midlands +32 132 £55,000 -13.39% 63
North West +64 130 £75,000 +36.36% 84
South East -99 126 £70,000 +27.27% 183
South West -44 118 £60,000 -22.58% 66
East Midlands +18 79 £60,000 +37.14% 28
West Midlands +3 53 £36,000 -44.40% 35
East of England +1 48 £78,425 +14.49% 43
Yorkshire -23 42 £60,860 +5.84% 54
North East -36 21 £80,000 +68.42% 16
Scotland -15 12 £85,000 +21.43% 42
Wales -52 10 £65,000 -3.79% 28
Northern Ireland -66 3 - - 24

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
1 108 (8.18%) Apache Spark
2 58 (4.39%) Apache Airflow
3 31 (2.35%) Apache
4 21 (1.59%) ArcGIS
5 15 (1.14%) SAS
6 14 (1.06%) SharePoint
7 6 (0.45%) Jupyter
8 5 (0.38%) ColdFusion
8 5 (0.38%) Confluence
8 5 (0.38%) GeoServer
9 3 (0.23%) CMS
10 2 (0.15%) Apache Pulsar
11 1 (0.076%) Oracle Application Server
Applications
1 41 (3.11%) Microsoft Excel
2 5 (0.38%) Chatbot
2 5 (0.38%) Microsoft Office
3 4 (0.30%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.15%) Final Cut Pro
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.076%) Trello
Business Applications
1 1 (0.076%) HFM
1 1 (0.076%) Oracle EBS
1 1 (0.076%) Oracle ERP
Cloud Services
1 355 (26.89%) AWS
2 307 (23.26%) Azure
3 217 (16.44%) GCP
4 141 (10.68%) Power Platform
5 93 (7.05%) Snowflake
6 58 (4.39%) Azure Synapse Analytics
7 57 (4.32%) Azure Data Factory
8 46 (3.48%) dbt
8 46 (3.48%) Serverless
9 40 (3.03%) SaaS
10 30 (2.27%) Amazon S3
10 30 (2.27%) AWS Lambda
10 30 (2.27%) Azure Machine Learning
11 25 (1.89%) Azure DevOps
12 19 (1.44%) Amazon Bedrock
13 18 (1.36%) Anthropic Claude
14 16 (1.21%) Amazon Kinesis
14 16 (1.21%) Microsoft Purview
15 13 (0.98%) GitHub
16 12 (0.91%) Cloud Computing
Communications & Networking
1 85 (6.44%) Broadband
2 6 (0.45%) 5G
2 6 (0.45%) BGP
2 6 (0.45%) DNS
2 6 (0.45%) Internet
2 6 (0.45%) IPsec
2 6 (0.45%) VPN
3 4 (0.30%) HTTP
3 4 (0.30%) Software-Defined Radio
4 2 (0.15%) Firewall
5 1 (0.076%) Kerberos
5 1 (0.076%) SMS
Database & Business Intelligence
1 135 (10.23%) Power BI
2 125 (9.47%) Data Warehouse
3 88 (6.67%) Data Lake
4 79 (5.98%) Tableau
5 68 (5.15%) Amazon Redshift
6 63 (4.77%) Metadata
7 61 (4.62%) BigQuery
8 57 (4.32%) NoSQL
9 53 (4.02%) Looker
10 48 (3.64%) Elasticsearch
11 41 (3.11%) Big Data
12 40 (3.03%) PostgreSQL
13 37 (2.80%) MongoDB
14 36 (2.73%) GIS
15 28 (2.12%) Relational Database
16 25 (1.89%) Snowflake Schema
17 24 (1.82%) Delta Lake
17 24 (1.82%) QGIS
18 23 (1.74%) MySQL
19 21 (1.59%) SQL Server
Development Applications
1 76 (5.76%) Git
2 44 (3.33%) MLflow
3 14 (1.06%) Jenkins
4 12 (0.91%) Claude Code
4 12 (0.91%) JIRA
5 11 (0.83%) GitLab
6 4 (0.30%) Selenium
7 2 (0.15%) JUnit
7 2 (0.15%) Visual Studio Code
8 1 (0.076%) Bitbucket
8 1 (0.076%) TeamCity
8 1 (0.076%) Yeoman
General
1 272 (20.61%) Finance
2 261 (19.77%) Social Skills
3 249 (18.86%) Analytical Skills
4 80 (6.06%) Marketing
5 77 (5.83%) Banking
5 77 (5.83%) Inclusion and Diversity
6 64 (4.85%) Public Sector
7 56 (4.24%) Retail
8 41 (3.11%) Law
9 32 (2.42%) Advertising
10 27 (2.05%) Organisational Skills
11 26 (1.97%) Legal
12 23 (1.74%) Influencing Skills
13 21 (1.59%) Financial Institution
14 19 (1.44%) Games
15 17 (1.29%) Manufacturing
16 15 (1.14%) Presentation Skills
17 11 (0.83%) Military
17 11 (0.83%) Publishing
18 9 (0.68%) Pharmaceutical
Job Titles
1 496 (37.58%) Data Scientist
2 283 (21.44%) Senior
3 229 (17.35%) Senior Data Scientist
4 167 (12.65%) Lead
5 152 (11.52%) Data Engineer
6 88 (6.67%) Software Engineer
7 84 (6.36%) Developer
8 73 (5.53%) Lead Data Scientist
9 72 (5.45%) Consultant
10 61 (4.62%) Analyst
11 51 (3.86%) Architect
12 38 (2.88%) Artificial Intelligence Engineer
13 36 (2.73%) Data Analyst
14 35 (2.65%) Python Engineer
15 30 (2.27%) Research Scientist
15 30 (2.27%) Scala Engineer
15 30 (2.27%) Systems Engineer
16 29 (2.20%) Senior Data Engineer
17 28 (2.12%) Product Specialist
18 26 (1.97%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 149 (11.29%) PyTorch
2 116 (8.79%) TensorFlow
3 78 (5.91%) scikit-learn
4 71 (5.38%) Kafka
5 59 (4.47%) LangChain
6 45 (3.41%) gRPC
7 44 (3.33%) PySpark
8 38 (2.88%) Pandas
9 32 (2.42%) LlamaIndex
9 32 (2.42%) React
10 31 (2.35%) Hugging Face
11 25 (1.89%) pgvector
12 24 (1.82%) RESTful
13 22 (1.67%) LangGraph
14 21 (1.59%) NumPy
14 21 (1.59%) REST
15 20 (1.52%) Node.js
16 18 (1.36%) HTML
17 17 (1.29%) Django
17 17 (1.29%) FastAPI
Miscellaneous
1 108 (8.18%) Algorithms
2 89 (6.74%) Cloud Native
3 71 (5.38%) Distributed Systems
4 68 (5.15%) Video\Live Streaming
5 53 (4.02%) Over-the-Top Content
6 46 (3.48%) Product Ownership
7 39 (2.95%) AI Agents
8 31 (2.35%) Clustering
8 31 (2.35%) Data Structures
9 26 (1.97%) Public Cloud
10 22 (1.67%) Onboarding
10 22 (1.67%) Social Media
11 21 (1.59%) Management Information System
12 20 (1.52%) Life Science
13 17 (1.29%) Greenfield Project
14 16 (1.21%) e-Learning
14 16 (1.21%) Hedge funds
15 11 (0.83%) Virtual Team
16 10 (0.76%) Blog
16 10 (0.76%) Enterprise Software
Operating Systems
1 27 (2.05%) Linux
2 10 (0.76%) Windows
3 2 (0.15%) Apple iOS
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Mac OS
3 2 (0.15%) Unix
Processes & Methodologies
1 635 (48.11%) AI
2 612 (46.36%) Machine Learning
3 507 (38.41%) Analytics
4 266 (20.15%) CI/CD
5 244 (18.48%) Data Engineering
6 241 (18.26%) Software Engineering
7 227 (17.20%) Decision-Making
8 221 (16.74%) Problem-Solving
9 212 (16.06%) Agile
10 206 (15.61%) Data Pipeline
11 200 (15.15%) Mentoring
12 194 (14.70%) Business Intelligence
13 191 (14.47%) Roadmaps
14 183 (13.86%) MLOps
15 178 (13.48%) Generative AI
16 160 (12.12%) Data Modelling
17 151 (11.44%) Use Case
18 139 (10.53%) DevOps
19 135 (10.23%) Actionable Insight
20 132 (10.00%) Visualisation
Programming Languages
1 657 (49.77%) Python
2 368 (27.88%) SQL
3 88 (6.67%) Scala
4 81 (6.14%) Java
5 55 (4.17%) Go
6 49 (3.71%) C++
7 47 (3.56%) R
8 40 (3.03%) JavaScript
9 30 (2.27%) C#
10 22 (1.67%) C
11 19 (1.44%) VBA
12 16 (1.21%) TypeScript
13 15 (1.14%) Bicep
14 10 (0.76%) PHP
15 9 (0.68%) Bash
15 9 (0.68%) Julia
16 7 (0.53%) Groovy
17 6 (0.45%) Ruby
17 6 (0.45%) T-SQL
18 5 (0.38%) Rust
Qualifications
1 282 (21.36%) Degree
2 131 (9.92%) Security Cleared
3 68 (5.15%) DV Cleared
3 68 (5.15%) Master's Degree
4 51 (3.86%) SC Cleared
5 47 (3.56%) PhD
6 42 (3.18%) Computer Science Degree
7 35 (2.65%) DBS Check
8 31 (2.35%) Azure Certification
9 15 (1.14%) Microsoft Certification
10 10 (0.76%) AWS Certification
11 9 (0.68%) BPSS Clearance
11 9 (0.68%) SnowPro
12 8 (0.61%) Postgraduate
13 5 (0.38%) APMP
13 5 (0.38%) MBA
14 3 (0.23%) CISSP
14 3 (0.23%) Numerate Degree
14 3 (0.23%) TOGAF Certification
15 2 (0.15%) SANS
Quality Assurance & Compliance
1 142 (10.76%) Data Quality
2 53 (4.02%) GDPR
3 48 (3.64%) QA
4 39 (2.95%) Accessibility
5 24 (1.82%) California Consumer Privacy Act
6 10 (0.76%) ISO/IEC 27001
7 7 (0.53%) Actionable Recommendations
8 4 (0.30%) EU AI Act
9 3 (0.23%) PERC
9 3 (0.23%) SOC 2
10 2 (0.15%) DICOM
10 2 (0.15%) HL7
10 2 (0.15%) IFRS
10 2 (0.15%) IFRS 17
10 2 (0.15%) Solvency II
11 1 (0.076%) GRC
11 1 (0.076%) WCAG
System Software
1 110 (8.33%) Docker
2 3 (0.23%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.076%) Virtual Desktop
Systems Management
1 66 (5.00%) Kubernetes
2 61 (4.62%) Terraform
3 12 (0.91%) Kubeflow
4 6 (0.45%) Hadoop YARN
5 3 (0.23%) Ansible
5 3 (0.23%) Kibana
6 2 (0.15%) Argo
6 2 (0.15%) Computer Emergency Response Teams
6 2 (0.15%) Computer Incident Response Team
6 2 (0.15%) Jamf Pro
7 1 (0.076%) Grafana
7 1 (0.076%) Prometheus
Vendors
1 179 (13.56%) Databricks
2 85 (6.44%) Microsoft
3 75 (5.68%) Google
4 48 (3.64%) Dell
5 45 (3.41%) Typelevel
6 26 (1.97%) Teradata
7 25 (1.89%) Informatica
8 24 (1.82%) Denodo
9 23 (1.74%) Cloudera
10 16 (1.21%) OpenAI
11 15 (1.14%) Oracle
12 8 (0.61%) SAP
13 7 (0.53%) IBM
13 7 (0.53%) ServiceNow
14 6 (0.45%) HP
15 5 (0.38%) Salesforce
16 4 (0.30%) Workday
17 3 (0.23%) Braze
17 3 (0.23%) Confluent
17 3 (0.23%) Palantir