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

6 months to
26 Jul 2026
Same period 2025 Same period 2024
Rank 145 135 146
Rank change year-on-year -10 +11 -39
Permanent jobs citing Data Science 1,390 1,146 1,588
As % of all permanent jobs in the UK 1.37% 2.32% 1.78%
As % of the Processes & Methodologies category 1.87% 2.59% 2.19%
Number of salaries quoted 796 511 831
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 £63,764 £60,000
% change year-on-year +4.64% +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 74,528 44,262 72,639
As % of all permanent jobs advertised in the UK 73.71% 89.78% 81.61%
Number of salaries quoted 51,427 25,101 49,118
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 26 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 26 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 +1 1,298 £70,932 -5.42% 967
UK excluding London -20 669 £66,720 +4.64% 509
London -1 630 £80,000 -3.03% 602
Work from Home +28 480 £70,000 - 352
North of England +60 201 £75,000 +33.33% 137
Midlands +26 136 £55,000 -14.73% 51
North West +73 132 £75,000 +36.36% 75
South East -92 131 £70,000 +24.44% 158
South West -31 124 £60,000 -27.27% 54
East Midlands +14 81 £60,000 +37.14% 21
West Midlands -1 55 £36,000 -44.62% 30
East of England -11 48 £78,425 +22.54% 44
Yorkshire -14 47 £66,720 +16.03% 50
North East -33 22 £80,000 +68.42% 14
Scotland -9 14 £85,000 +21.43% 35
Wales -49 12 £65,000 -3.79% 28
Northern Ireland -67 3 - - 9

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
1 116 (8.35%) Apache Spark
2 60 (4.32%) 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 3 (0.22%) CMS
10 2 (0.14%) Apache Pulsar
11 1 (0.072%) Oracle Application Server
Applications
1 45 (3.24%) Microsoft Excel
2 7 (0.50%) Microsoft Office
3 6 (0.43%) Microsoft PowerPoint
4 5 (0.36%) Chatbot
5 3 (0.22%) Spreadsheet
6 2 (0.14%) Final Cut Pro
6 2 (0.14%) Microsoft Project
6 2 (0.14%) SPSS
7 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 (26.91%) AWS
2 319 (22.95%) Azure
3 228 (16.40%) GCP
4 146 (10.50%) Power Platform
5 100 (7.19%) Snowflake
6 60 (4.32%) Azure Data Factory
6 60 (4.32%) Azure Synapse Analytics
7 52 (3.74%) dbt
8 49 (3.53%) 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 (0.94%) Google Analytics
Communications & Networking
1 85 (6.12%) 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%) HTTP
3 4 (0.29%) Software-Defined Radio
4 2 (0.14%) Firewall
5 1 (0.072%) Kerberos
5 1 (0.072%) SMS
Database & Business Intelligence
1 140 (10.07%) Power BI
2 129 (9.28%) Data Warehouse
3 92 (6.62%) Data Lake
4 84 (6.04%) Tableau
5 71 (5.11%) Amazon Redshift
6 65 (4.68%) Metadata
7 60 (4.32%) BigQuery
7 60 (4.32%) NoSQL
8 53 (3.81%) Looker
9 48 (3.45%) Big Data
10 46 (3.31%) Elasticsearch
11 42 (3.02%) PostgreSQL
12 39 (2.81%) MongoDB
13 36 (2.59%) GIS
14 35 (2.52%) Relational Database
15 26 (1.87%) Delta Lake
16 25 (1.80%) Snowflake Schema
17 24 (1.73%) QGIS
17 24 (1.73%) SQL Server
18 23 (1.65%) MySQL
Development Applications
1 82 (5.90%) Git
2 46 (3.31%) MLflow
3 13 (0.94%) Jenkins
4 12 (0.86%) Claude Code
4 12 (0.86%) JIRA
5 10 (0.72%) GitLab
6 4 (0.29%) Selenium
7 2 (0.14%) JUnit
7 2 (0.14%) Visual Studio Code
8 1 (0.072%) Bitbucket
8 1 (0.072%) NUnit
8 1 (0.072%) TeamCity
8 1 (0.072%) Yeoman
General
1 307 (22.09%) Finance
2 286 (20.58%) Social Skills
3 272 (19.57%) Analytical Skills
4 95 (6.83%) Inclusion and Diversity
5 93 (6.69%) Banking
6 91 (6.55%) Marketing
7 67 (4.82%) Public Sector
8 60 (4.32%) Retail
9 59 (4.24%) Law
10 33 (2.37%) Advertising
11 32 (2.30%) Legal
12 29 (2.09%) Organisational Skills
13 26 (1.87%) Influencing Skills
14 24 (1.73%) Financial Institution
15 23 (1.65%) Games
16 18 (1.29%) Presentation Skills
17 17 (1.22%) Manufacturing
18 12 (0.86%) Publishing
19 11 (0.79%) Military
20 10 (0.72%) Pharmaceutical
Job Titles
1 519 (37.34%) Data Scientist
2 305 (21.94%) Senior
3 244 (17.55%) Senior Data Scientist
4 186 (13.38%) Lead
5 162 (11.65%) Data Engineer
6 94 (6.76%) Software Engineer
7 84 (6.04%) Developer
8 78 (5.61%) Lead Data Scientist
9 71 (5.11%) Consultant
10 65 (4.68%) Analyst
11 54 (3.88%) Architect
12 38 (2.73%) Artificial Intelligence Engineer
12 38 (2.73%) Data Analyst
13 34 (2.45%) Python Engineer
14 31 (2.23%) Research Scientist
14 31 (2.23%) Senior Data Engineer
15 30 (2.16%) Scala Engineer
15 30 (2.16%) Systems Engineer
16 28 (2.01%) Machine Learning Scientist
16 28 (2.01%) Product Specialist
Libraries, Frameworks & Software Standards
1 154 (11.08%) PyTorch
2 118 (8.49%) TensorFlow
3 83 (5.97%) scikit-learn
4 78 (5.61%) Kafka
5 61 (4.39%) LangChain
6 47 (3.38%) PySpark
7 46 (3.31%) gRPC
8 43 (3.09%) Pandas
9 35 (2.52%) React
10 34 (2.45%) Hugging Face
11 32 (2.30%) LlamaIndex
12 26 (1.87%) pgvector
13 25 (1.80%) NumPy
14 24 (1.73%) LangGraph
14 24 (1.73%) REST
15 22 (1.58%) RESTful
16 21 (1.51%) Node.js
17 19 (1.37%) HTML
18 18 (1.29%) FastAPI
19 16 (1.15%) Django
Miscellaneous
1 118 (8.49%) Algorithms
2 93 (6.69%) Cloud Native
3 75 (5.40%) Distributed Systems
4 68 (4.89%) Video\Live Streaming
5 53 (3.81%) Over-the-Top Content
6 48 (3.45%) Product Ownership
7 47 (3.38%) AI Agents
8 32 (2.30%) Clustering
9 31 (2.23%) Data Structures
10 27 (1.94%) Public Cloud
11 26 (1.87%) Onboarding
12 23 (1.65%) Management Information System
12 23 (1.65%) Social Media
13 20 (1.44%) Life Science
14 17 (1.22%) Greenfield Project
15 16 (1.15%) e-Learning
15 16 (1.15%) Hedge funds
16 15 (1.08%) Blog
17 11 (0.79%) Enterprise Software
17 11 (0.79%) Virtual Team
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
1 688 (49.50%) AI
2 661 (47.55%) Machine Learning
3 543 (39.06%) Analytics
4 276 (19.86%) CI/CD
5 255 (18.35%) Software Engineering
6 251 (18.06%) Data Engineering
7 244 (17.55%) Decision-Making
7 244 (17.55%) Problem-Solving
8 228 (16.40%) Agile
9 220 (15.83%) Data Pipeline
10 210 (15.11%) Mentoring
11 206 (14.82%) Roadmaps
12 205 (14.75%) Business Intelligence
13 194 (13.96%) Generative AI
14 186 (13.38%) MLOps
15 171 (12.30%) Data Modelling
16 156 (11.22%) Use Case
17 149 (10.72%) Actionable Insight
18 142 (10.22%) DevOps
19 140 (10.07%) ETL
Programming Languages
1 690 (49.64%) Python
2 396 (28.49%) SQL
3 89 (6.40%) Scala
4 87 (6.26%) Java
5 56 (4.03%) Go
6 50 (3.60%) C++
6 50 (3.60%) R
7 44 (3.17%) JavaScript
8 31 (2.23%) C#
9 22 (1.58%) C
10 20 (1.44%) VBA
11 19 (1.37%) TypeScript
12 16 (1.15%) Bicep
13 10 (0.72%) PHP
14 9 (0.65%) Julia
15 8 (0.58%) Bash
15 8 (0.58%) Groovy
16 6 (0.43%) Ruby
16 6 (0.43%) T-SQL
17 5 (0.36%) Rust
Qualifications
1 304 (21.87%) Degree
2 140 (10.07%) Security Cleared
3 74 (5.32%) Master's Degree
4 73 (5.25%) DV Cleared
5 56 (4.03%) SC Cleared
6 52 (3.74%) PhD
7 44 (3.17%) Computer Science Degree
8 35 (2.52%) DBS Check
9 34 (2.45%) Azure Certification
10 16 (1.15%) Microsoft Certification
11 12 (0.86%) AWS Certification
11 12 (0.86%) BPSS Clearance
12 10 (0.72%) SnowPro
13 8 (0.58%) Postgraduate
14 4 (0.29%) APMP
14 4 (0.29%) MBA
14 4 (0.29%) Numerate Degree
15 3 (0.22%) CISSP
15 3 (0.22%) TOGAF Certification
16 2 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 156 (11.22%) Data Quality
2 56 (4.03%) GDPR
3 50 (3.60%) QA
4 41 (2.95%) Accessibility
5 24 (1.73%) 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%) PERC
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%) Solvency II
10 2 (0.14%) WCAG
11 1 (0.072%) GRC
System Software
1 113 (8.13%) 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 70 (5.04%) Kubernetes
2 62 (4.46%) 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 (13.53%) Databricks
2 96 (6.91%) Microsoft
3 82 (5.90%) Google
4 48 (3.45%) Dell
5 45 (3.24%) Typelevel
6 26 (1.87%) Teradata
7 25 (1.80%) Informatica
8 24 (1.73%) Denodo
9 23 (1.65%) Cloudera
10 20 (1.44%) OpenAI
11 16 (1.15%) 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%) Braze
15 4 (0.29%) Revolut
15 4 (0.29%) Workday
16 3 (0.22%) Dataiku