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

6 months to
22 Jun 2026
Same period 2025 Same period 2024
Rank 149 137 130
Rank change year-on-year -12 -7 -45
Permanent jobs citing Data Science 1,276 1,090 2,210
As % of all permanent jobs in the UK 1.35% 2.42% 2.02%
As % of the Processes & Methodologies category 1.84% 2.62% 2.47%
Number of salaries quoted 737 503 1,214
10th Percentile £42,556 £42,500 £41,250
25th Percentile £55,000 £52,500 £47,500
Median annual salary (50th Percentile) £70,000 £72,500 £65,000
Median % change year-on-year -3.45% +11.54% -7.14%
75th Percentile £88,750 £95,000 £88,750
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £65,000 £63,764 £57,500
% change year-on-year +1.94% +10.89% -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 69,167 41,647 89,300
As % of all permanent jobs advertised in the UK 73.14% 92.28% 81.67%
Number of salaries quoted 47,650 22,422 63,265
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 £92,145
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -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 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 22 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 +7 1,194 £70,000 -3.45% 702
UK excluding London -17 611 £65,000 +1.94% 504
London -7 572 £80,000 -3.03% 367
Work from Home +36 448 £67,500 +1.71% 263
North of England +56 183 £70,932 +23.36% 119
North West +80 132 £75,000 +36.36% 68
Midlands +27 123 £60,000 +2.78% 50
South East -72 120 £70,000 +21.74% 185
South West -51 116 £60,000 -14.29% 57
East Midlands +26 76 £65,000 +62.50% 31
East of England +10 52 £81,850 +4.44% 54
West Midlands -6 47 £39,500 -35.51% 19
Yorkshire -20 37 £60,860 -4.39% 38
North East -42 14 £80,000 +68.42% 14
Scotland -23 11 £85,000 +21.43% 24
Northern Ireland -36 3 - - 17
Wales -46 3 £39,511 -50.61% 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 96 (7.52%) Apache Spark
2 66 (5.17%) Apache Airflow
3 26 (2.04%) Apache
4 22 (1.72%) ArcGIS
5 17 (1.33%) SharePoint
6 16 (1.25%) SAS
7 14 (1.10%) Jupyter
8 8 (0.63%) Confluence
9 5 (0.39%) GeoServer
10 4 (0.31%) ColdFusion
11 3 (0.24%) CMS
12 2 (0.16%) Apache Pulsar
13 1 (0.078%) Apache Superset
13 1 (0.078%) Palantir Foundry
13 1 (0.078%) WordPress
Applications
1 36 (2.82%) Microsoft Excel
2 6 (0.47%) Chatbot
3 5 (0.39%) Microsoft Project
4 3 (0.24%) Spreadsheet
5 2 (0.16%) Microsoft Office
5 2 (0.16%) Microsoft PowerPoint
5 2 (0.16%) SPSS
6 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
1 1 (0.078%) Salesforce CRM
Cloud Services
1 336 (26.33%) AWS
2 301 (23.59%) Azure
3 213 (16.69%) GCP
4 132 (10.34%) Power Platform
5 79 (6.19%) Snowflake
6 52 (4.08%) Azure Synapse Analytics
7 50 (3.92%) dbt
8 45 (3.53%) Azure Data Factory
9 37 (2.90%) Serverless
10 36 (2.82%) SaaS
11 33 (2.59%) Azure Machine Learning
12 27 (2.12%) Amazon S3
13 25 (1.96%) AWS Lambda
14 23 (1.80%) Azure DevOps
15 15 (1.18%) Dagster
15 15 (1.18%) GitHub
16 13 (1.02%) Amazon SageMaker
16 13 (1.02%) Microsoft 365
16 13 (1.02%) Vertex AI
17 12 (0.94%) PowerApps
Communications & Networking
1 97 (7.60%) Broadband
2 12 (0.94%) 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 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 (0.078%) Kerberos
8 1 (0.078%) LTE
8 1 (0.078%) Wi-Fi
8 1 (0.078%) Wireless
Database & Business Intelligence
1 126 (9.87%) Power BI
2 121 (9.48%) Data Warehouse
3 87 (6.82%) Data Lake
4 80 (6.27%) Tableau
5 66 (5.17%) BigQuery
6 64 (5.02%) Amazon Redshift
7 57 (4.47%) Elasticsearch
8 53 (4.15%) Looker
8 53 (4.15%) Metadata
9 49 (3.84%) NoSQL
10 37 (2.90%) GIS
10 37 (2.90%) MongoDB
11 36 (2.82%) Big Data
11 36 (2.82%) PostgreSQL
12 29 (2.27%) Relational Database
13 27 (2.12%) Delta Lake
14 26 (2.04%) QGIS
15 24 (1.88%) Snowflake Schema
16 22 (1.72%) Spatial Data
17 19 (1.49%) MySQL
Development Applications
1 89 (6.97%) Git
2 49 (3.84%) MLflow
3 14 (1.10%) JIRA
4 11 (0.86%) GitLab
4 11 (0.86%) Jenkins
5 4 (0.31%) Selenium
6 3 (0.24%) Claude Code
6 3 (0.24%) Visual Studio Code
7 2 (0.16%) JUnit
8 1 (0.078%) Bitbucket
8 1 (0.078%) Yeoman
General
1 253 (19.83%) Social Skills
2 242 (18.97%) Analytical Skills
3 234 (18.34%) Finance
4 97 (7.60%) Inclusion and Diversity
5 69 (5.41%) Marketing
6 57 (4.47%) Banking
7 56 (4.39%) Public Sector
7 56 (4.39%) Retail
8 34 (2.66%) Law
9 26 (2.04%) Advertising
10 25 (1.96%) Organisational Skills
11 24 (1.88%) Legal
12 19 (1.49%) Influencing Skills
13 17 (1.33%) Financial Institution
14 16 (1.25%) Manufacturing
15 14 (1.10%) Telecoms
16 13 (1.02%) Games
16 13 (1.02%) Pharmaceutical
17 11 (0.86%) Publishing
18 9 (0.71%) Presentation Skills
Job Titles
1 473 (37.07%) Data Scientist
2 296 (23.20%) Senior
3 225 (17.63%) Senior Data Scientist
4 160 (12.54%) Lead
5 156 (12.23%) Data Engineer
6 86 (6.74%) Developer
7 82 (6.43%) Software Engineer
8 72 (5.64%) Consultant
9 65 (5.09%) Lead Data Scientist
10 54 (4.23%) Analyst
11 41 (3.21%) Senior Data Engineer
12 39 (3.06%) Architect
13 34 (2.66%) Python Engineer
14 33 (2.59%) Data Analyst
14 33 (2.59%) Research Scientist
15 31 (2.43%) Systems Engineer
16 30 (2.35%) Artificial Intelligence Engineer
16 30 (2.35%) Scala Engineer
17 29 (2.27%) Artificial Intelligence Consultant
18 28 (2.19%) Product Specialist
Libraries, Frameworks & Software Standards
1 162 (12.70%) PyTorch
2 120 (9.40%) TensorFlow
3 74 (5.80%) scikit-learn
4 58 (4.55%) Kafka
5 52 (4.08%) LangChain
6 46 (3.61%) gRPC
7 44 (3.45%) PySpark
8 34 (2.66%) Pandas
9 32 (2.51%) React
10 30 (2.35%) LlamaIndex
11 28 (2.19%) Hugging Face
12 25 (1.96%) pgvector
13 24 (1.88%) RESTful
14 21 (1.65%) REST
15 19 (1.49%) Django
16 18 (1.41%) FastAPI
16 18 (1.41%) NumPy
17 17 (1.33%) HTML
18 16 (1.25%) Node.js
19 15 (1.18%) Seaborn
Miscellaneous
1 108 (8.46%) Algorithms
2 70 (5.49%) Distributed Systems
2 70 (5.49%) Video\Live Streaming
3 69 (5.41%) Cloud Native
4 55 (4.31%) Over-the-Top Content
5 51 (4.00%) Product Ownership
6 34 (2.66%) Data Structures
7 32 (2.51%) Clustering
8 30 (2.35%) AI Agents
8 30 (2.35%) Life Science
9 27 (2.12%) Social Media
10 26 (2.04%) Public Cloud
11 19 (1.49%) Management Information System
12 17 (1.33%) Greenfield Project
13 15 (1.18%) Onboarding
14 11 (0.86%) e-Learning
14 11 (0.86%) Enterprise Software
14 11 (0.86%) Low-Code
15 10 (0.78%) Virtual Team
16 9 (0.71%) Hackathon
Operating Systems
1 21 (1.65%) Linux
2 8 (0.63%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 600 (47.02%) AI
2 589 (46.16%) Machine Learning
3 482 (37.77%) Analytics
4 240 (18.81%) CI/CD
5 230 (18.03%) Data Engineering
6 221 (17.32%) Software Engineering
7 219 (17.16%) Problem-Solving
8 216 (16.93%) Agile
9 205 (16.07%) Decision-Making
10 200 (15.67%) Mentoring
11 199 (15.60%) Data Pipeline
12 186 (14.58%) Business Intelligence
13 181 (14.18%) Generative AI
14 175 (13.71%) Roadmaps
15 172 (13.48%) MLOps
16 164 (12.85%) Data Modelling
17 150 (11.76%) Use Case
18 140 (10.97%) Computer Science
18 140 (10.97%) ETL
19 130 (10.19%) Visualisation
Programming Languages
1 656 (51.41%) Python
2 330 (25.86%) SQL
3 90 (7.05%) Scala
4 74 (5.80%) Java
5 59 (4.62%) Go
6 53 (4.15%) R
7 38 (2.98%) C++
8 36 (2.82%) JavaScript
9 23 (1.80%) C#
10 20 (1.57%) VBA
11 15 (1.18%) C
11 15 (1.18%) TypeScript
12 13 (1.02%) Bash
13 11 (0.86%) Bicep
14 8 (0.63%) Julia
15 7 (0.55%) T-SQL
16 5 (0.39%) Data Analysis Expressions
16 5 (0.39%) PHP
16 5 (0.39%) Rust
17 4 (0.31%) Groovy
Qualifications
1 282 (22.10%) Degree
2 135 (10.58%) Security Cleared
3 78 (6.11%) Master's Degree
4 65 (5.09%) DV Cleared
5 63 (4.94%) SC Cleared
6 61 (4.78%) PhD
7 44 (3.45%) Computer Science Degree
8 32 (2.51%) DBS Check
9 25 (1.96%) Azure Certification
10 11 (0.86%) Microsoft Certification
11 8 (0.63%) Postgraduate
12 7 (0.55%) APMP
12 7 (0.55%) AWS Certification
12 7 (0.55%) BPSS Clearance
12 7 (0.55%) MBA
13 5 (0.39%) 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 (10.34%) Data Quality
2 45 (3.53%) GDPR
3 44 (3.45%) Accessibility
4 39 (3.06%) QA
5 24 (1.88%) California Consumer Privacy Act
6 6 (0.47%) Actionable Recommendations
6 6 (0.47%) GxP
6 6 (0.47%) ISO/IEC 27001
7 3 (0.24%) PERC
8 2 (0.16%) DICOM
8 2 (0.16%) HL7
8 2 (0.16%) IFRS
8 2 (0.16%) IFRS 17
8 2 (0.16%) Solvency II
9 1 (0.078%) GRC
System Software
1 110 (8.62%) Docker
2 3 (0.24%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.078%) Virtual Desktop
Systems Management
1 65 (5.09%) Kubernetes
2 54 (4.23%) 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 (12.54%) Databricks
2 69 (5.41%) Google
3 68 (5.33%) Microsoft
4 48 (3.76%) Dell
5 45 (3.53%) Typelevel
6 26 (2.04%) Informatica
7 25 (1.96%) Teradata
8 24 (1.88%) Denodo
9 23 (1.80%) Cloudera
10 22 (1.72%) OpenAI
11 18 (1.41%) Cisco
12 14 (1.10%) Salesforce
13 10 (0.78%) Oracle
14 8 (0.63%) Palantir
15 7 (0.55%) ServiceNow
16 4 (0.31%) Foundry
16 4 (0.31%) Workday
17 3 (0.24%) Braze
17 3 (0.24%) Confluent
17 3 (0.24%) Salesforce Marketing Cloud