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

6 months to
27 Jun 2026
Same period 2025 Same period 2024
Rank 149 138 132
Rank change year-on-year -11 -6 -45
Permanent jobs citing Data Science 1,269 1,094 2,155
As % of all permanent jobs in the UK 1.33% 2.40% 2.04%
As % of the Processes & Methodologies category 1.82% 2.61% 2.48%
Number of salaries quoted 739 492 1,181
10th Percentile £42,400 £42,500 £42,286
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,750 £66,000
Median % change year-on-year -3.78% +10.23% -5.71%
75th Percentile £90,000 £95,250 £90,000
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £64,000 £57,500
% change year-on-year +1.56% +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 69,907 41,954 86,795
As % of all permanent jobs advertised in the UK 73.40% 92.11% 82.23%
Number of salaries quoted 48,219 22,640 61,471
10th Percentile £30,000 £28,750 £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% -9.54%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £53,000 £50,000 £50,000
% change year-on-year +6.00% - -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 June 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 June 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 -2 1,186 £70,000 -5.41% 719
UK excluding London -11 615 £65,000 +1.56% 501
London -11 563 £80,000 -3.03% 396
Work from Home +44 443 £68,958 +3.90% 239
North of England +55 184 £70,932 +23.36% 107
North West +79 133 £75,000 +36.36% 54
Midlands +25 124 £57,500 -2.95% 57
South East -80 121 £68,500 +19.13% 176
South West -35 117 £60,000 -16.66% 63
East Midlands +21 77 £65,000 +62.50% 31
East of England +5 49 £80,000 +9.59% 49
West Midlands -1 47 £36,000 -42.40% 26
Yorkshire -28 37 £66,720 +4.82% 38
North East -33 14 £80,000 +68.42% 16
Scotland -22 11 £85,000 +21.43% 28
Wales -48 6 £70,000 +3.61% 17
Northern Ireland -33 3 - - 18

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 (7.72%) Apache Spark
2 64 (5.04%) Apache Airflow
3 26 (2.05%) Apache
4 22 (1.73%) ArcGIS
5 16 (1.26%) SharePoint
6 15 (1.18%) SAS
7 11 (0.87%) Jupyter
8 7 (0.55%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.24%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.079%) Palantir Foundry
12 1 (0.079%) WordPress
Applications
1 35 (2.76%) Microsoft Excel
2 6 (0.47%) Chatbot
3 4 (0.32%) Microsoft Project
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) SPSS
6 1 (0.079%) Microsoft PowerPoint
6 1 (0.079%) Trello
Business Applications
1 1 (0.079%) Dynamics CRM
1 1 (0.079%) FIS Private Capital Suite
1 1 (0.079%) HFM
1 1 (0.079%) Oracle EBS
1 1 (0.079%) Oracle ERP
Cloud Services
1 333 (26.24%) AWS
2 300 (23.64%) Azure
3 211 (16.63%) GCP
4 131 (10.32%) Power Platform
5 78 (6.15%) Snowflake
6 53 (4.18%) Azure Synapse Analytics
7 49 (3.86%) Azure Data Factory
7 49 (3.86%) dbt
8 38 (2.99%) SaaS
9 37 (2.92%) Serverless
10 29 (2.29%) Azure Machine Learning
11 28 (2.21%) Amazon S3
12 26 (2.05%) AWS Lambda
13 22 (1.73%) Azure DevOps
14 14 (1.10%) Dagster
14 14 (1.10%) GitHub
15 13 (1.02%) Amazon SageMaker
15 13 (1.02%) Microsoft 365
16 12 (0.95%) PowerApps
16 12 (0.95%) Vertex AI
Communications & Networking
1 97 (7.64%) Broadband
2 12 (0.95%) BGP
3 10 (0.79%) 4G
3 10 (0.79%) Cisco IOS
3 10 (0.79%) Ethernet VPN
3 10 (0.79%) IOS XR
3 10 (0.79%) MPLS
4 6 (0.47%) 5G
5 5 (0.39%) Internet
5 5 (0.39%) Software-Defined Radio
6 4 (0.32%) HTTP
7 2 (0.16%) DNS
7 2 (0.16%) Firewall
7 2 (0.16%) IPsec
7 2 (0.16%) Tactical Data Link
7 2 (0.16%) VPN
8 1 (0.079%) Kerberos
8 1 (0.079%) LTE
8 1 (0.079%) Wi-Fi
8 1 (0.079%) Wireless
Database & Business Intelligence
1 125 (9.85%) Power BI
2 119 (9.38%) Data Warehouse
3 86 (6.78%) Data Lake
4 76 (5.99%) Tableau
5 64 (5.04%) Amazon Redshift
5 64 (5.04%) BigQuery
6 55 (4.33%) Elasticsearch
6 55 (4.33%) Metadata
7 52 (4.10%) Looker
8 46 (3.62%) NoSQL
9 37 (2.92%) GIS
10 36 (2.84%) MongoDB
10 36 (2.84%) PostgreSQL
11 33 (2.60%) Big Data
12 29 (2.29%) Relational Database
13 26 (2.05%) Delta Lake
13 26 (2.05%) QGIS
14 25 (1.97%) Snowflake Schema
15 22 (1.73%) Spatial Data
16 21 (1.65%) MySQL
Development Applications
1 85 (6.70%) Git
2 46 (3.62%) MLflow
3 13 (1.02%) JIRA
4 11 (0.87%) Jenkins
5 10 (0.79%) GitLab
6 4 (0.32%) Selenium
7 3 (0.24%) Claude Code
7 3 (0.24%) Visual Studio Code
8 2 (0.16%) JUnit
9 1 (0.079%) Bitbucket
9 1 (0.079%) Yeoman
General
1 252 (19.86%) Social Skills
2 239 (18.83%) Analytical Skills
3 232 (18.28%) Finance
4 89 (7.01%) Inclusion and Diversity
5 68 (5.36%) Marketing
6 59 (4.65%) Retail
7 57 (4.49%) Public Sector
8 55 (4.33%) Banking
9 35 (2.76%) Law
10 26 (2.05%) Advertising
11 25 (1.97%) Organisational Skills
12 23 (1.81%) Legal
13 20 (1.58%) Influencing Skills
14 17 (1.34%) Manufacturing
15 16 (1.26%) Financial Institution
15 16 (1.26%) Games
16 14 (1.10%) Telecoms
17 13 (1.02%) Pharmaceutical
18 11 (0.87%) Publishing
19 9 (0.71%) Presentation Skills
Job Titles
1 472 (37.19%) Data Scientist
2 292 (23.01%) Senior
3 228 (17.97%) Senior Data Scientist
4 165 (13.00%) Lead
5 153 (12.06%) Data Engineer
6 85 (6.70%) Developer
7 81 (6.38%) Software Engineer
8 69 (5.44%) Consultant
9 68 (5.36%) Lead Data Scientist
10 52 (4.10%) Analyst
11 40 (3.15%) Architect
12 38 (2.99%) Senior Data Engineer
13 34 (2.68%) Python Engineer
14 32 (2.52%) Data Analyst
15 31 (2.44%) Artificial Intelligence Engineer
15 31 (2.44%) Systems Engineer
16 30 (2.36%) Research Scientist
16 30 (2.36%) Scala Engineer
17 28 (2.21%) Product Specialist
18 27 (2.13%) Artificial Intelligence Consultant
Libraries, Frameworks & Software Standards
1 156 (12.29%) PyTorch
2 117 (9.22%) TensorFlow
3 71 (5.59%) scikit-learn
4 58 (4.57%) Kafka
5 50 (3.94%) LangChain
6 46 (3.62%) gRPC
7 43 (3.39%) PySpark
8 32 (2.52%) React
9 31 (2.44%) Pandas
10 30 (2.36%) LlamaIndex
11 29 (2.29%) Hugging Face
12 25 (1.97%) pgvector
13 24 (1.89%) RESTful
14 21 (1.65%) REST
15 19 (1.50%) Django
16 18 (1.42%) FastAPI
16 18 (1.42%) HTML
17 16 (1.26%) NumPy
18 15 (1.18%) Node.js
19 14 (1.10%) .NET
Miscellaneous
1 105 (8.27%) Algorithms
2 72 (5.67%) Cloud Native
3 70 (5.52%) Distributed Systems
3 70 (5.52%) Video\Live Streaming
4 55 (4.33%) Over-the-Top Content
5 50 (3.94%) Product Ownership
6 33 (2.60%) Data Structures
7 31 (2.44%) Clustering
8 30 (2.36%) Life Science
9 28 (2.21%) AI Agents
10 27 (2.13%) Social Media
11 26 (2.05%) Public Cloud
12 18 (1.42%) Management Information System
13 17 (1.34%) Greenfield Project
14 14 (1.10%) Onboarding
15 12 (0.95%) e-Learning
15 12 (0.95%) Virtual Team
16 11 (0.87%) Enterprise Software
16 11 (0.87%) Low-Code
17 9 (0.71%) Hackathon
Operating Systems
1 22 (1.73%) Linux
2 9 (0.71%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 596 (46.97%) AI
2 581 (45.78%) Machine Learning
3 480 (37.83%) Analytics
4 241 (18.99%) CI/CD
5 231 (18.20%) Data Engineering
6 223 (17.57%) Software Engineering
7 218 (17.18%) Problem-Solving
8 216 (17.02%) Agile
9 208 (16.39%) Decision-Making
10 200 (15.76%) Data Pipeline
11 199 (15.68%) Mentoring
12 184 (14.50%) Business Intelligence
13 177 (13.95%) Generative AI
14 176 (13.87%) Roadmaps
15 172 (13.55%) MLOps
16 159 (12.53%) Data Modelling
17 150 (11.82%) Use Case
18 138 (10.87%) ETL
19 134 (10.56%) Computer Science
20 125 (9.85%) Visualisation
Programming Languages
1 645 (50.83%) Python
2 328 (25.85%) SQL
3 89 (7.01%) Scala
4 75 (5.91%) Java
5 58 (4.57%) Go
6 48 (3.78%) R
7 41 (3.23%) C++
8 37 (2.92%) JavaScript
9 22 (1.73%) C#
10 20 (1.58%) VBA
11 15 (1.18%) C
11 15 (1.18%) TypeScript
12 12 (0.95%) Bash
13 11 (0.87%) Bicep
14 8 (0.63%) Julia
15 7 (0.55%) PHP
15 7 (0.55%) T-SQL
16 5 (0.39%) Data Analysis Expressions
16 5 (0.39%) Rust
17 4 (0.32%) Groovy
Qualifications
1 276 (21.75%) Degree
2 127 (10.01%) Security Cleared
3 77 (6.07%) Master's Degree
4 63 (4.96%) DV Cleared
5 57 (4.49%) SC Cleared
6 56 (4.41%) PhD
7 43 (3.39%) Computer Science Degree
8 35 (2.76%) DBS Check
9 25 (1.97%) Azure Certification
10 11 (0.87%) Microsoft Certification
11 8 (0.63%) Postgraduate
12 7 (0.55%) APMP
12 7 (0.55%) BPSS Clearance
12 7 (0.55%) MBA
13 6 (0.47%) AWS Certification
13 6 (0.47%) SnowPro
14 3 (0.24%) CISSP
14 3 (0.24%) Numerate Degree
15 2 (0.16%) GIAC
15 2 (0.16%) Oracle Certification
Quality Assurance & Compliance
1 132 (10.40%) Data Quality
2 45 (3.55%) GDPR
3 44 (3.47%) Accessibility
4 43 (3.39%) QA
5 24 (1.89%) California Consumer Privacy Act
6 7 (0.55%) ISO/IEC 27001
7 6 (0.47%) Actionable Recommendations
7 6 (0.47%) GxP
8 3 (0.24%) PERC
9 2 (0.16%) DICOM
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.079%) GRC
System Software
1 107 (8.43%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.079%) Virtual Desktop
Systems Management
1 61 (4.81%) Kubernetes
2 54 (4.26%) Terraform
3 13 (1.02%) Kubeflow
4 3 (0.24%) 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
5 2 (0.16%) Hadoop YARN
Vendors
1 160 (12.61%) Databricks
2 70 (5.52%) Google
3 68 (5.36%) Microsoft
4 48 (3.78%) Dell
5 45 (3.55%) Typelevel
6 26 (2.05%) Informatica
7 25 (1.97%) Teradata
8 24 (1.89%) Denodo
9 23 (1.81%) Cloudera
10 20 (1.58%) OpenAI
11 16 (1.26%) Cisco
12 11 (0.87%) Salesforce
13 10 (0.79%) Oracle
14 7 (0.55%) Palantir
14 7 (0.55%) ServiceNow
15 4 (0.32%) Workday
16 3 (0.24%) Braze
16 3 (0.24%) Confluent
16 3 (0.24%) Foundry
16 3 (0.24%) Salesforce Marketing Cloud