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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 144 135 148
Rank change year-on-year -9 +13 -46
Permanent jobs citing Data Science 1,361 1,150 1,623
As % of all permanent jobs in the UK 1.35% 2.34% 1.78%
As % of the Processes & Methodologies category 1.84% 2.61% 2.18%
Number of salaries quoted 787 513 857
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 £111,750
UK excluding London median annual salary £66,720 £63,764 £60,000
% change year-on-year +4.64% +6.27% -6.29%

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 74,007 44,123 74,573
As % of all permanent jobs advertised in the UK 73.62% 89.89% 81.72%
Number of salaries quoted 51,106 24,962 50,806
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% - -8.71%
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 24 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 24 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 1,271 £70,000 -6.67% 1,117
UK excluding London -17 657 £66,720 +4.64% 592
London -4 613 £79,250 -3.94% 699
Work from Home +37 472 £70,000 +5.26% 424
North of England +58 197 £75,000 +36.36% 162
Midlands +24 135 £55,000 -13.39% 62
North West +62 130 £75,000 +36.36% 91
South East -93 128 £70,000 +24.44% 166
South West -34 121 £60,000 -22.58% 68
East Midlands +18 80 £60,000 +37.14% 24
West Midlands -13 55 £36,000 -44.40% 38
East of England -7 48 £78,425 +22.54% 41
Yorkshire -10 46 £60,860 +5.84% 58
North East -32 21 £80,000 +68.42% 15
Scotland -15 14 £85,000 +21.43% 44
Wales -49 11 £65,000 -3.79% 29
Northern Ireland -67 3 - - 29

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
1 112 (8.23%) Apache Spark
2 59 (4.34%) Apache Airflow
3 33 (2.42%) Apache
4 21 (1.54%) ArcGIS
5 15 (1.10%) SAS
6 14 (1.03%) SharePoint
7 6 (0.44%) Confluence
8 5 (0.37%) ColdFusion
8 5 (0.37%) GeoServer
8 5 (0.37%) Jupyter
9 3 (0.22%) CMS
10 2 (0.15%) Apache Pulsar
11 1 (0.073%) Oracle Application Server
Applications
1 41 (3.01%) Microsoft Excel
2 5 (0.37%) Chatbot
2 5 (0.37%) Microsoft Office
3 4 (0.29%) Microsoft PowerPoint
4 3 (0.22%) Spreadsheet
5 2 (0.15%) Final Cut Pro
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.073%) Trello
Business Applications
1 1 (0.073%) HFM
1 1 (0.073%) Oracle EBS
1 1 (0.073%) Oracle ERP
Cloud Services
1 364 (26.75%) AWS
2 313 (23.00%) Azure
3 222 (16.31%) GCP
4 144 (10.58%) Power Platform
5 98 (7.20%) Snowflake
6 59 (4.34%) Azure Data Factory
6 59 (4.34%) Azure Synapse Analytics
7 51 (3.75%) dbt
8 48 (3.53%) Serverless
9 41 (3.01%) SaaS
10 32 (2.35%) Amazon S3
10 32 (2.35%) AWS Lambda
11 28 (2.06%) Azure Machine Learning
12 26 (1.91%) Azure DevOps
13 19 (1.40%) Amazon Bedrock
14 18 (1.32%) Anthropic Claude
15 17 (1.25%) Amazon Kinesis
15 17 (1.25%) Microsoft Purview
16 15 (1.10%) GitHub
17 12 (0.88%) Google Analytics
Communications & Networking
1 85 (6.25%) Broadband
2 6 (0.44%) 5G
2 6 (0.44%) BGP
2 6 (0.44%) DNS
2 6 (0.44%) Internet
2 6 (0.44%) IPsec
2 6 (0.44%) VPN
3 4 (0.29%) HTTP
3 4 (0.29%) Software-Defined Radio
4 2 (0.15%) Firewall
5 1 (0.073%) Kerberos
5 1 (0.073%) SMS
Database & Business Intelligence
1 138 (10.14%) Power BI
2 127 (9.33%) Data Warehouse
3 91 (6.69%) Data Lake
4 81 (5.95%) Tableau
5 70 (5.14%) Amazon Redshift
6 64 (4.70%) Metadata
7 59 (4.34%) BigQuery
7 59 (4.34%) NoSQL
8 52 (3.82%) Looker
9 46 (3.38%) Big Data
9 46 (3.38%) Elasticsearch
10 42 (3.09%) PostgreSQL
11 38 (2.79%) MongoDB
12 36 (2.65%) GIS
13 31 (2.28%) Relational Database
14 26 (1.91%) Delta Lake
15 25 (1.84%) Snowflake Schema
16 24 (1.76%) QGIS
17 23 (1.69%) MySQL
17 23 (1.69%) SQL Server
Development Applications
1 78 (5.73%) Git
2 46 (3.38%) MLflow
3 14 (1.03%) Jenkins
4 13 (0.96%) JIRA
5 12 (0.88%) Claude Code
6 11 (0.81%) GitLab
7 4 (0.29%) Selenium
8 2 (0.15%) JUnit
8 2 (0.15%) Visual Studio Code
9 1 (0.073%) Bitbucket
9 1 (0.073%) TeamCity
9 1 (0.073%) Yeoman
General
1 293 (21.53%) Finance
2 277 (20.35%) Social Skills
3 264 (19.40%) Analytical Skills
4 88 (6.47%) Inclusion and Diversity
4 88 (6.47%) Marketing
5 85 (6.25%) Banking
6 66 (4.85%) Public Sector
7 58 (4.26%) Retail
8 53 (3.89%) Law
9 33 (2.42%) Advertising
10 29 (2.13%) Legal
11 28 (2.06%) Organisational Skills
12 25 (1.84%) Influencing Skills
13 23 (1.69%) Financial Institution
14 22 (1.62%) Games
15 17 (1.25%) Manufacturing
16 16 (1.18%) Presentation Skills
17 11 (0.81%) Military
17 11 (0.81%) Publishing
18 9 (0.66%) Pharmaceutical
Job Titles
1 508 (37.33%) Data Scientist
2 295 (21.68%) Senior
3 236 (17.34%) Senior Data Scientist
4 178 (13.08%) Lead
5 159 (11.68%) Data Engineer
6 92 (6.76%) Software Engineer
7 83 (6.10%) Developer
8 75 (5.51%) Lead Data Scientist
9 71 (5.22%) Consultant
10 63 (4.63%) Analyst
11 54 (3.97%) Architect
12 38 (2.79%) Artificial Intelligence Engineer
13 37 (2.72%) Data Analyst
14 34 (2.50%) Python Engineer
15 31 (2.28%) Research Scientist
15 31 (2.28%) Senior Data Engineer
16 30 (2.20%) Scala Engineer
16 30 (2.20%) Systems Engineer
17 28 (2.06%) Machine Learning Scientist
17 28 (2.06%) Product Specialist
Libraries, Frameworks & Software Standards
1 151 (11.09%) PyTorch
2 117 (8.60%) TensorFlow
3 79 (5.80%) scikit-learn
4 74 (5.44%) Kafka
5 59 (4.34%) LangChain
6 47 (3.45%) PySpark
7 45 (3.31%) gRPC
8 39 (2.87%) Pandas
9 34 (2.50%) Hugging Face
9 34 (2.50%) React
10 32 (2.35%) LlamaIndex
11 26 (1.91%) pgvector
12 23 (1.69%) RESTful
13 22 (1.62%) LangGraph
13 22 (1.62%) NumPy
13 22 (1.62%) REST
14 21 (1.54%) Node.js
15 19 (1.40%) HTML
16 17 (1.25%) FastAPI
17 16 (1.18%) SpaCy
Miscellaneous
1 114 (8.38%) Algorithms
2 92 (6.76%) Cloud Native
3 75 (5.51%) Distributed Systems
4 68 (5.00%) Video\Live Streaming
5 53 (3.89%) Over-the-Top Content
6 48 (3.53%) Product Ownership
7 44 (3.23%) AI Agents
8 32 (2.35%) Clustering
9 31 (2.28%) Data Structures
10 27 (1.98%) Public Cloud
11 23 (1.69%) Social Media
12 22 (1.62%) Management Information System
12 22 (1.62%) Onboarding
13 20 (1.47%) Life Science
14 17 (1.25%) Greenfield Project
15 16 (1.18%) e-Learning
15 16 (1.18%) Hedge funds
16 14 (1.03%) Blog
17 11 (0.81%) Virtual Team
18 10 (0.73%) Enterprise Software
Operating Systems
1 27 (1.98%) Linux
2 10 (0.73%) 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
1 668 (49.08%) AI
2 643 (47.24%) Machine Learning
3 527 (38.72%) Analytics
4 273 (20.06%) CI/CD
5 248 (18.22%) Data Engineering
6 247 (18.15%) Software Engineering
7 238 (17.49%) Decision-Making
8 235 (17.27%) Problem-Solving
9 217 (15.94%) Agile
10 215 (15.80%) Data Pipeline
11 203 (14.92%) Mentoring
12 202 (14.84%) Business Intelligence
13 200 (14.70%) Roadmaps
14 186 (13.67%) Generative AI
15 184 (13.52%) MLOps
16 167 (12.27%) Data Modelling
17 152 (11.17%) Use Case
18 145 (10.65%) Actionable Insight
19 142 (10.43%) DevOps
20 136 (9.99%) Visualisation
Programming Languages
1 674 (49.52%) Python
2 382 (28.07%) SQL
3 88 (6.47%) Scala
4 85 (6.25%) Java
5 56 (4.11%) Go
6 49 (3.60%) C++
6 49 (3.60%) R
7 42 (3.09%) JavaScript
8 29 (2.13%) C#
9 22 (1.62%) C
10 20 (1.47%) VBA
11 19 (1.40%) TypeScript
12 16 (1.18%) Bicep
13 10 (0.73%) PHP
14 9 (0.66%) Julia
15 8 (0.59%) Bash
16 7 (0.51%) Groovy
17 6 (0.44%) Ruby
17 6 (0.44%) T-SQL
18 5 (0.37%) Rust
Qualifications
1 295 (21.68%) Degree
2 136 (9.99%) Security Cleared
3 71 (5.22%) Master's Degree
4 70 (5.14%) DV Cleared
5 55 (4.04%) SC Cleared
6 50 (3.67%) PhD
7 43 (3.16%) Computer Science Degree
8 35 (2.57%) DBS Check
9 33 (2.42%) Azure Certification
10 16 (1.18%) Microsoft Certification
11 12 (0.88%) AWS Certification
12 11 (0.81%) BPSS Clearance
13 10 (0.73%) SnowPro
14 8 (0.59%) Postgraduate
15 5 (0.37%) APMP
15 5 (0.37%) MBA
16 4 (0.29%) Numerate Degree
17 3 (0.22%) CISSP
17 3 (0.22%) TOGAF Certification
18 2 (0.15%) GIAC
Quality Assurance & Compliance
1 148 (10.87%) Data Quality
2 54 (3.97%) GDPR
3 48 (3.53%) QA
4 40 (2.94%) Accessibility
5 24 (1.76%) California Consumer Privacy Act
6 10 (0.73%) Actionable Recommendations
6 10 (0.73%) ISO/IEC 27001
7 5 (0.37%) EU AI Act
8 3 (0.22%) PERC
8 3 (0.22%) SOC 2
9 2 (0.15%) DICOM
9 2 (0.15%) HL7
9 2 (0.15%) IFRS
9 2 (0.15%) IFRS 17
9 2 (0.15%) Solvency II
9 2 (0.15%) WCAG
10 1 (0.073%) GRC
System Software
1 112 (8.23%) Docker
2 3 (0.22%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.073%) Virtual Desktop
Systems Management
1 69 (5.07%) Kubernetes
2 63 (4.63%) Terraform
3 13 (0.96%) Kubeflow
4 6 (0.44%) Hadoop YARN
5 4 (0.29%) Ansible
6 3 (0.22%) Kibana
7 2 (0.15%) Argo
7 2 (0.15%) Computer Emergency Response Teams
7 2 (0.15%) Computer Incident Response Team
7 2 (0.15%) Jamf Pro
8 1 (0.073%) Grafana
8 1 (0.073%) Prometheus
Vendors
1 187 (13.74%) Databricks
2 92 (6.76%) Microsoft
3 78 (5.73%) Google
4 48 (3.53%) Dell
5 45 (3.31%) Typelevel
6 26 (1.91%) Teradata
7 25 (1.84%) Informatica
8 24 (1.76%) Denodo
9 23 (1.69%) Cloudera
10 18 (1.32%) OpenAI
11 16 (1.18%) Oracle
12 9 (0.66%) SAP
13 7 (0.51%) IBM
13 7 (0.51%) Salesforce
13 7 (0.51%) ServiceNow
14 6 (0.44%) HP
15 4 (0.29%) Braze
15 4 (0.29%) Revolut
15 4 (0.29%) Workday
16 3 (0.22%) Dataiku