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

6 months to
4 Jul 2026
Same period 2025 Same period 2024
Rank 156 138 134
Rank change year-on-year -18 -4 -42
Permanent jobs citing Data Science 1,282 1,105 2,103
As % of all permanent jobs in the UK 1.33% 2.32% 2.00%
As % of the Processes & Methodologies category 1.80% 2.55% 2.44%
Number of salaries quoted 750 509 1,142
10th Percentile £42,450 £42,500 £42,307
25th Percentile £55,000 £52,500 £48,750
Median annual salary (50th Percentile) £70,000 £75,000 £67,000
Median % change year-on-year -6.67% +11.94% -4.29%
75th Percentile £90,000 £97,500 £90,000
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £66,720 £64,000 £57,500
% change year-on-year +4.25% +11.30% -8.00%

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 71,201 43,352 86,215
As % of all permanent jobs advertised in the UK 73.63% 91.03% 82.05%
Number of salaries quoted 49,187 23,974 60,816
10th Percentile £30,000 £28,822 £29,750
25th Percentile £41,250 £38,750 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -9.09%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,738 £50,000 £50,000
% change year-on-year +7.48% - -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 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 4 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 -3 1,197 £70,000 -6.67% 1,043
UK excluding London -14 621 £66,720 +4.25% 561
London -11 569 £80,000 -3.03% 631
Work from Home +31 448 £69,000 -1.43% 399
North of England +51 185 £75,000 +30.43% 123
North West +60 134 £75,000 +36.36% 72
Midlands +31 126 £55,000 -7.76% 63
South East -84 122 £67,000 +16.52% 199
South West -54 117 £60,000 -16.66% 74
East Midlands +25 78 £65,000 +62.50% 35
East of England +3 50 £80,000 +9.59% 54
West Midlands -9 48 £36,000 -43.53% 28
Yorkshire -21 36 £66,720 +4.82% 36
North East -35 15 £80,000 +68.42% 16
Scotland -21 10 £85,000 +21.43% 34
Wales -42 8 £82,500 +22.11% 14
Northern Ireland -49 3 - - 14

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 98 (7.64%) Apache Spark
2 62 (4.84%) Apache Airflow
3 26 (2.03%) Apache
4 22 (1.72%) ArcGIS
5 17 (1.33%) SharePoint
6 15 (1.17%) SAS
7 11 (0.86%) Jupyter
8 6 (0.47%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.23%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.078%) Palantir Foundry
12 1 (0.078%) WordPress
Applications
1 38 (2.96%) Microsoft Excel
2 6 (0.47%) Chatbot
3 3 (0.23%) Microsoft Office
3 3 (0.23%) Microsoft Project
3 3 (0.23%) Spreadsheet
4 2 (0.16%) Microsoft PowerPoint
4 2 (0.16%) SPSS
5 1 (0.078%) Trello
Business Applications
1 1 (0.078%) Dynamics CRM
1 1 (0.078%) FIS Private Capital Suite
1 1 (0.078%) HFM
1 1 (0.078%) Oracle EBS
1 1 (0.078%) Oracle ERP
Cloud Services
1 335 (26.13%) AWS
2 298 (23.24%) Azure
3 211 (16.46%) GCP
4 131 (10.22%) Power Platform
5 80 (6.24%) Snowflake
6 54 (4.21%) Azure Synapse Analytics
7 50 (3.90%) Azure Data Factory
8 48 (3.74%) dbt
9 39 (3.04%) SaaS
9 39 (3.04%) Serverless
10 28 (2.18%) Amazon S3
11 27 (2.11%) AWS Lambda
11 27 (2.11%) Azure Machine Learning
12 22 (1.72%) Azure DevOps
13 14 (1.09%) Amazon SageMaker
13 14 (1.09%) Microsoft 365
14 13 (1.01%) Dagster
14 13 (1.01%) GitHub
14 13 (1.01%) Microsoft Purview
14 13 (1.01%) PowerApps
Communications & Networking
1 96 (7.49%) Broadband
2 13 (1.01%) BGP
3 10 (0.78%) 4G
3 10 (0.78%) Cisco IOS
3 10 (0.78%) Ethernet VPN
3 10 (0.78%) IOS XR
3 10 (0.78%) MPLS
4 6 (0.47%) 5G
5 5 (0.39%) Internet
5 5 (0.39%) Software-Defined Radio
6 4 (0.31%) HTTP
7 3 (0.23%) DNS
7 3 (0.23%) IPsec
7 3 (0.23%) VPN
8 2 (0.16%) Firewall
8 2 (0.16%) Tactical Data Link
9 1 (0.078%) Kerberos
9 1 (0.078%) SMS
9 1 (0.078%) Wi-Fi
9 1 (0.078%) Wireless
Database & Business Intelligence
1 125 (9.75%) Power BI
2 119 (9.28%) Data Warehouse
3 84 (6.55%) Data Lake
4 76 (5.93%) Tableau
5 65 (5.07%) Amazon Redshift
6 63 (4.91%) BigQuery
7 57 (4.45%) Metadata
8 52 (4.06%) Elasticsearch
9 51 (3.98%) Looker
10 48 (3.74%) NoSQL
11 37 (2.89%) GIS
11 37 (2.89%) PostgreSQL
12 35 (2.73%) MongoDB
13 33 (2.57%) Big Data
14 29 (2.26%) Relational Database
15 26 (2.03%) QGIS
16 25 (1.95%) Delta Lake
16 25 (1.95%) Snowflake Schema
17 22 (1.72%) Spatial Data
18 21 (1.64%) MySQL
Development Applications
1 89 (6.94%) Git
2 44 (3.43%) MLflow
3 12 (0.94%) JIRA
4 11 (0.86%) Jenkins
5 10 (0.78%) GitLab
6 4 (0.31%) Selenium
7 3 (0.23%) Claude Code
7 3 (0.23%) Visual Studio Code
8 2 (0.16%) JUnit
9 1 (0.078%) Bitbucket
9 1 (0.078%) Yeoman
General
1 258 (20.12%) Social Skills
2 237 (18.49%) Analytical Skills
3 236 (18.41%) Finance
4 91 (7.10%) Inclusion and Diversity
5 69 (5.38%) Marketing
6 58 (4.52%) Retail
7 57 (4.45%) Public Sector
8 55 (4.29%) Banking
9 34 (2.65%) Law
10 26 (2.03%) Advertising
10 26 (2.03%) Organisational Skills
11 23 (1.79%) Legal
12 21 (1.64%) Influencing Skills
13 17 (1.33%) Financial Institution
13 17 (1.33%) Manufacturing
14 16 (1.25%) Games
15 14 (1.09%) Telecoms
16 11 (0.86%) Pharmaceutical
16 11 (0.86%) Presentation Skills
16 11 (0.86%) Publishing
Job Titles
1 482 (37.60%) Data Scientist
2 297 (23.17%) Senior
3 236 (18.41%) Senior Data Scientist
4 162 (12.64%) Lead
5 151 (11.78%) Data Engineer
6 84 (6.55%) Developer
7 82 (6.40%) Software Engineer
8 69 (5.38%) Consultant
8 69 (5.38%) Lead Data Scientist
9 52 (4.06%) Analyst
10 41 (3.20%) Architect
11 36 (2.81%) Senior Data Engineer
12 34 (2.65%) Python Engineer
13 33 (2.57%) Research Scientist
14 32 (2.50%) Artificial Intelligence Engineer
14 32 (2.50%) Data Analyst
15 31 (2.42%) Systems Engineer
16 30 (2.34%) Scala Engineer
17 28 (2.18%) Product Specialist
18 25 (1.95%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 156 (12.17%) PyTorch
2 117 (9.13%) TensorFlow
3 72 (5.62%) scikit-learn
4 59 (4.60%) Kafka
5 50 (3.90%) LangChain
6 46 (3.59%) gRPC
7 42 (3.28%) PySpark
8 32 (2.50%) Pandas
8 32 (2.50%) React
9 31 (2.42%) LlamaIndex
10 29 (2.26%) Hugging Face
11 25 (1.95%) pgvector
12 23 (1.79%) RESTful
13 21 (1.64%) REST
14 18 (1.40%) Django
14 18 (1.40%) FastAPI
14 18 (1.40%) HTML
15 17 (1.33%) NumPy
16 16 (1.25%) Node.js
17 15 (1.17%) .NET
Miscellaneous
1 106 (8.27%) Algorithms
2 76 (5.93%) Cloud Native
3 70 (5.46%) Distributed Systems
4 69 (5.38%) Video\Live Streaming
5 54 (4.21%) Over-the-Top Content
6 49 (3.82%) Product Ownership
7 32 (2.50%) Data Structures
8 31 (2.42%) Clustering
9 28 (2.18%) AI Agents
10 27 (2.11%) Social Media
11 26 (2.03%) Life Science
11 26 (2.03%) Public Cloud
12 17 (1.33%) Management Information System
13 16 (1.25%) Greenfield Project
13 16 (1.25%) Onboarding
14 13 (1.01%) e-Learning
15 12 (0.94%) Virtual Team
16 10 (0.78%) Enterprise Software
16 10 (0.78%) Low-Code
17 8 (0.62%) Blog
Operating Systems
1 23 (1.79%) Linux
2 9 (0.70%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 603 (47.04%) AI
2 584 (45.55%) Machine Learning
3 488 (38.07%) Analytics
4 246 (19.19%) CI/CD
5 231 (18.02%) Software Engineering
6 230 (17.94%) Data Engineering
7 219 (17.08%) Problem-Solving
8 217 (16.93%) Agile
8 217 (16.93%) Decision-Making
9 199 (15.52%) Data Pipeline
9 199 (15.52%) Mentoring
10 182 (14.20%) Business Intelligence
11 179 (13.96%) Roadmaps
12 175 (13.65%) Generative AI
12 175 (13.65%) MLOps
13 156 (12.17%) Data Modelling
14 148 (11.54%) Use Case
15 135 (10.53%) ETL
16 130 (10.14%) Computer Science
17 125 (9.75%) Visualisation
Programming Languages
1 654 (51.01%) Python
2 335 (26.13%) SQL
3 87 (6.79%) Scala
4 76 (5.93%) Java
5 57 (4.45%) Go
6 45 (3.51%) R
7 44 (3.43%) C++
8 37 (2.89%) JavaScript
9 25 (1.95%) C#
10 21 (1.64%) VBA
11 17 (1.33%) C
12 15 (1.17%) TypeScript
13 12 (0.94%) Bicep
14 11 (0.86%) Bash
15 8 (0.62%) Julia
15 8 (0.62%) PHP
16 7 (0.55%) T-SQL
17 5 (0.39%) Data Analysis Expressions
17 5 (0.39%) Rust
18 4 (0.31%) Groovy
Qualifications
1 278 (21.68%) Degree
2 130 (10.14%) Security Cleared
3 76 (5.93%) Master's Degree
4 63 (4.91%) DV Cleared
5 58 (4.52%) SC Cleared
6 56 (4.37%) PhD
7 42 (3.28%) Computer Science Degree
8 35 (2.73%) DBS Check
9 25 (1.95%) Azure Certification
10 11 (0.86%) Microsoft Certification
11 8 (0.62%) Postgraduate
12 7 (0.55%) APMP
12 7 (0.55%) BPSS Clearance
12 7 (0.55%) MBA
12 7 (0.55%) SnowPro
13 6 (0.47%) AWS Certification
14 3 (0.23%) CISSP
14 3 (0.23%) Numerate Degree
14 3 (0.23%) TOGAF Certification
15 2 (0.16%) SANS
Quality Assurance & Compliance
1 134 (10.45%) Data Quality
2 48 (3.74%) GDPR
3 44 (3.43%) Accessibility
3 44 (3.43%) QA
4 24 (1.87%) California Consumer Privacy Act
5 7 (0.55%) ISO/IEC 27001
6 6 (0.47%) Actionable Recommendations
7 4 (0.31%) GxP
8 3 (0.23%) PERC
9 2 (0.16%) DICOM
9 2 (0.16%) EU AI Act
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.078%) GRC
System Software
1 106 (8.27%) Docker
2 3 (0.23%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.078%) Virtual Desktop
Systems Management
1 61 (4.76%) Kubernetes
2 55 (4.29%) Terraform
3 12 (0.94%) Kubeflow
4 3 (0.23%) Hadoop YARN
4 3 (0.23%) Kibana
5 2 (0.16%) Ansible
5 2 (0.16%) Argo
5 2 (0.16%) Computer Emergency Response Teams
5 2 (0.16%) Computer Incident Response Team
Vendors
1 158 (12.32%) Databricks
2 71 (5.54%) Google
3 68 (5.30%) Microsoft
4 48 (3.74%) Dell
5 45 (3.51%) Typelevel
6 26 (2.03%) Informatica
7 25 (1.95%) Teradata
8 24 (1.87%) Denodo
9 23 (1.79%) Cloudera
10 18 (1.40%) OpenAI
11 15 (1.17%) Cisco
12 11 (0.86%) Oracle
13 10 (0.78%) Salesforce
14 7 (0.55%) ServiceNow
15 6 (0.47%) Palantir
16 5 (0.39%) SAP
17 4 (0.31%) IBM
17 4 (0.31%) Workday
18 3 (0.23%) Braze
18 3 (0.23%) Confluent