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

6 months to
6 May 2026
Same period 2025 Same period 2024
Rank 160 134 121
Rank change year-on-year -26 -13 -46
Permanent jobs citing Data Science 1,166 1,049 2,267
As % of all permanent jobs in the UK 1.28% 2.41% 2.37%
As % of the Processes & Methodologies category 1.71% 2.59% 2.77%
Number of salaries quoted 640 538 1,299
10th Percentile £45,000 £44,590 £42,250
25th Percentile £55,000 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -7.14%
75th Percentile £90,000 £95,000 £90,000
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,652 £57,500
% change year-on-year -1.81% +10.70% -10.99%

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 68,019 40,426 81,982
As % of all permanent jobs advertised in the UK 74.51% 93.00% 85.53%
Number of salaries quoted 42,516 22,659 59,588
10th Percentile £30,000 £30,580 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £59,500 £60,000 £55,000
Median % change year-on-year -0.83% +9.09% -10.57%
75th Percentile £78,750 £80,000 £72,500
90th Percentile £100,000 £102,500 £92,500
UK excluding London median annual salary £51,500 £52,500 £50,000
% change year-on-year -1.90% +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 6 May 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 6 May 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 -11 1,088 £70,000 -2.77% 827
UK excluding London -40 540 £62,500 -1.81% 493
London -2 535 £80,000 -3.03% 457
Work from Home -3 375 £66,720 +4.25% 331
South East -17 161 £62,500 +5.93% 169
North of England -2 140 £66,720 +11.20% 132
North West +32 105 £70,000 +18.14% 66
South West -51 99 £60,000 -14.29% 58
Midlands -25 85 £62,500 +8.70% 75
East Midlands -16 45 £53,945 -25.59% 38
West Midlands -33 40 £62,500 +11.18% 36
East of England -3 39 £86,725 +19.21% 31
Yorkshire -60 31 £62,500 +3.18% 40
Scotland -58 10 £87,500 +52.17% 21
North East -29 4 £66,720 +6.75% 26
Wales -30 3 £39,511 -50.61% 9
Northern Ireland -37 3 - - 4

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 92 (7.89%) Apache Spark
2 76 (6.52%) Apache Airflow
3 23 (1.97%) Apache
4 22 (1.89%) ArcGIS
5 20 (1.72%) SharePoint
6 11 (0.94%) Jupyter
7 6 (0.51%) SAS
8 5 (0.43%) Confluence
8 5 (0.43%) GeoServer
8 5 (0.43%) IIS
9 3 (0.26%) Apache Superset
9 3 (0.26%) CMS
10 1 (0.086%) Apache Pulsar
10 1 (0.086%) Palantir Foundry
10 1 (0.086%) WordPress
Applications
1 41 (3.52%) Microsoft Excel
2 7 (0.60%) Chatbot
3 4 (0.34%) Microsoft Project
4 3 (0.26%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
6 1 (0.086%) Microsoft Office
6 1 (0.086%) Trello
Business Applications
1 5 (0.43%) Salesforce CRM
2 1 (0.086%) Dynamics CRM
2 1 (0.086%) FIS Private Capital Suite
2 1 (0.086%) NetSuite
2 1 (0.086%) Odoo
2 1 (0.086%) SAP PLM
2 1 (0.086%) Teamcenter
Cloud Services
1 323 (27.70%) AWS
2 304 (26.07%) Azure
3 208 (17.84%) GCP
4 149 (12.78%) Power Platform
5 88 (7.55%) Snowflake
6 58 (4.97%) dbt
7 50 (4.29%) Azure Synapse Analytics
8 46 (3.95%) Azure Machine Learning
9 37 (3.17%) Azure Data Factory
10 28 (2.40%) Azure DevOps
11 27 (2.32%) SaaS
11 27 (2.32%) Serverless
12 22 (1.89%) Amazon S3
13 19 (1.63%) Amazon SageMaker
13 19 (1.63%) AWS Lambda
13 19 (1.63%) Azure AI
14 17 (1.46%) Dagster
14 17 (1.46%) GitHub
15 16 (1.37%) Vertex AI
16 14 (1.20%) Microsoft 365
Communications & Networking
1 82 (7.03%) Broadband
2 11 (0.94%) 4G
2 11 (0.94%) BGP
2 11 (0.94%) Cisco IOS
2 11 (0.94%) Ethernet VPN
2 11 (0.94%) IOS XR
2 11 (0.94%) MPLS
3 6 (0.51%) Internet
4 5 (0.43%) Software-Defined Radio
5 4 (0.34%) HTTP
6 2 (0.17%) Firewall
6 2 (0.17%) MQTT
6 2 (0.17%) Tactical Data Link
6 2 (0.17%) TCP/IP
7 1 (0.086%) Kerberos
7 1 (0.086%) LTE
7 1 (0.086%) TCAP
7 1 (0.086%) Wi-Fi
7 1 (0.086%) Wireless
Database & Business Intelligence
1 143 (12.26%) Power BI
2 139 (11.92%) Data Warehouse
3 96 (8.23%) Data Lake
4 92 (7.89%) Tableau
5 70 (6.00%) BigQuery
6 61 (5.23%) Amazon Redshift
7 60 (5.15%) Elasticsearch
8 50 (4.29%) Looker
8 50 (4.29%) NoSQL
9 42 (3.60%) Metadata
10 39 (3.34%) Big Data
10 39 (3.34%) PostgreSQL
11 38 (3.26%) MongoDB
12 37 (3.17%) GIS
13 27 (2.32%) QGIS
13 27 (2.32%) Relational Database
14 26 (2.23%) Delta Lake
14 26 (2.23%) MySQL
15 25 (2.14%) Snowflake Schema
15 25 (2.14%) SQL Server
Development Applications
1 83 (7.12%) Git
2 58 (4.97%) MLflow
3 15 (1.29%) GitLab
4 11 (0.94%) JIRA
5 8 (0.69%) Jenkins
6 4 (0.34%) Selenium
7 2 (0.17%) Visual Studio Code
8 1 (0.086%) Bitbucket
8 1 (0.086%) Claude Code
8 1 (0.086%) JUnit
8 1 (0.086%) TeamCity
General
1 238 (20.41%) Social Skills
2 228 (19.55%) Finance
3 226 (19.38%) Analytical Skills
4 95 (8.15%) Inclusion and Diversity
5 65 (5.57%) Marketing
6 55 (4.72%) Retail
7 46 (3.95%) Public Sector
8 45 (3.86%) Banking
9 38 (3.26%) Law
10 35 (3.00%) Pharmaceutical
11 22 (1.89%) Legal
12 21 (1.80%) Advertising
13 18 (1.54%) Manufacturing
14 17 (1.46%) Financial Institution
15 15 (1.29%) Influencing Skills
15 15 (1.29%) Organisational Skills
16 13 (1.11%) Telecoms
17 12 (1.03%) Games
18 11 (0.94%) Agriculture
18 11 (0.94%) Documentation Skills
Job Titles
1 363 (31.13%) Data Scientist
2 276 (23.67%) Senior
3 173 (14.84%) Senior Data Scientist
4 166 (14.24%) Data Engineer
5 137 (11.75%) Lead
6 74 (6.35%) Software Engineer
7 73 (6.26%) Consultant
8 60 (5.15%) Developer
9 59 (5.06%) Analyst
10 42 (3.60%) Lead Data Scientist
10 42 (3.60%) Senior Data Engineer
11 41 (3.52%) Data Analyst
12 33 (2.83%) Artificial Intelligence Consultant
13 31 (2.66%) Systems Engineer
14 30 (2.57%) Architect
14 30 (2.57%) Scala Engineer
15 29 (2.49%) Data Consultant
16 28 (2.40%) Product Specialist
17 27 (2.32%) Python Engineer
18 24 (2.06%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 136 (11.66%) PyTorch
2 99 (8.49%) TensorFlow
3 65 (5.57%) scikit-learn
4 51 (4.37%) LangChain
5 50 (4.29%) Kafka
6 47 (4.03%) gRPC
7 38 (3.26%) PySpark
7 38 (3.26%) React
8 33 (2.83%) Pandas
9 29 (2.49%) LlamaIndex
10 25 (2.14%) pgvector
11 23 (1.97%) RESTful
12 20 (1.72%) Django
12 20 (1.72%) HTML
12 20 (1.72%) REST
13 16 (1.37%) CSS
13 16 (1.37%) FastAPI
14 14 (1.20%) Hugging Face
15 13 (1.11%) Node.js
15 13 (1.11%) NumPy
Miscellaneous
1 99 (8.49%) Algorithms
2 72 (6.17%) Distributed Systems
3 60 (5.15%) Video\Live Streaming
4 59 (5.06%) Life Science
5 54 (4.63%) Cloud Native
6 51 (4.37%) Over-the-Top Content
7 42 (3.60%) Product Ownership
8 31 (2.66%) Data Structures
9 29 (2.49%) Management Information System
10 26 (2.23%) Clustering
11 25 (2.14%) Public Cloud
11 25 (2.14%) Social Media
12 22 (1.89%) AI Agents
13 20 (1.72%) Greenfield Project
13 20 (1.72%) Onboarding
14 16 (1.37%) Enterprise Software
15 13 (1.11%) Low-Code
16 11 (0.94%) Hackathon
16 11 (0.94%) Self-Motivation
17 10 (0.86%) Virtual Team
Operating Systems
1 8 (0.69%) Linux
2 3 (0.26%) Windows
3 2 (0.17%) Unix
Processes & Methodologies
1 549 (47.08%) AI
2 546 (46.83%) Machine Learning
3 502 (43.05%) Analytics
4 242 (20.75%) Problem-Solving
5 236 (20.24%) Data Engineering
6 220 (18.87%) Decision-Making
7 219 (18.78%) Agile
8 208 (17.84%) CI/CD
9 198 (16.98%) Data Pipeline
10 196 (16.81%) Business Intelligence
11 178 (15.27%) Data Modelling
12 175 (15.01%) Software Engineering
13 170 (14.58%) Computer Science
14 154 (13.21%) Mentoring
15 151 (12.95%) ETL
16 149 (12.78%) Use Case
17 146 (12.52%) Visualisation
18 138 (11.84%) Generative AI
18 138 (11.84%) MLOps
19 128 (10.98%) Data Management
Programming Languages
1 607 (52.06%) Python
2 317 (27.19%) SQL
3 97 (8.32%) Scala
4 79 (6.78%) Java
5 67 (5.75%) R
6 63 (5.40%) Go
7 34 (2.92%) JavaScript
8 27 (2.32%) C++
9 19 (1.63%) VBA
10 16 (1.37%) TypeScript
11 15 (1.29%) C#
12 12 (1.03%) Bash
13 11 (0.94%) Rust
14 9 (0.77%) C
15 8 (0.69%) T-SQL
16 7 (0.60%) Bicep
16 7 (0.60%) PHP
17 6 (0.51%) Julia
17 6 (0.51%) PowerShell
18 5 (0.43%) Data Analysis Expressions
Qualifications
1 303 (25.99%) Degree
2 134 (11.49%) Security Cleared
3 97 (8.32%) Master's Degree
4 63 (5.40%) DV Cleared
5 59 (5.06%) SC Cleared
6 57 (4.89%) PhD
7 54 (4.63%) Computer Science Degree
8 34 (2.92%) DBS Check
9 17 (1.46%) Azure Certification
10 15 (1.29%) MBA
11 9 (0.77%) APMP
11 9 (0.77%) Numerate Degree
12 8 (0.69%) Microsoft Certification
13 7 (0.60%) Postgraduate
14 4 (0.34%) BPSS Clearance
15 3 (0.26%) CISSP
16 2 (0.17%) AWS Certification
16 2 (0.17%) CompTIA Security+
16 2 (0.17%) GIAC
16 2 (0.17%) SANS
Quality Assurance & Compliance
1 150 (12.86%) Data Quality
2 51 (4.37%) GDPR
3 49 (4.20%) Accessibility
4 35 (3.00%) QA
5 25 (2.14%) California Consumer Privacy Act
6 17 (1.46%) GxP
7 10 (0.86%) Actionable Recommendations
8 5 (0.43%) Solvency II
9 3 (0.26%) EU AI Act
9 3 (0.26%) HIPAA
9 3 (0.26%) PERC
9 3 (0.26%) PSD2
10 2 (0.17%) 21 CFR Part 11
10 2 (0.17%) IFRS
10 2 (0.17%) IFRS 17
10 2 (0.17%) ISO/IEC 27001
11 1 (0.086%) GMP
11 1 (0.086%) GRC
11 1 (0.086%) NCSC
11 1 (0.086%) NIST
System Software
1 112 (9.61%) Docker
2 3 (0.26%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.086%) Virtual Desktop
Systems Management
1 66 (5.66%) Kubernetes
2 49 (4.20%) Terraform
3 8 (0.69%) Kubeflow
4 4 (0.34%) Argo
5 3 (0.26%) Ansible
6 2 (0.17%) Computer Emergency Response Teams
6 2 (0.17%) Computer Incident Response Team
7 1 (0.086%) Nagios
Vendors
1 165 (14.15%) Databricks
2 69 (5.92%) Microsoft
3 64 (5.49%) Google
4 48 (4.12%) Dell
5 45 (3.86%) Typelevel
6 31 (2.66%) Informatica
7 25 (2.14%) Teradata
8 24 (2.06%) Denodo
8 24 (2.06%) OpenAI
9 23 (1.97%) Cloudera
10 19 (1.63%) Cisco
11 18 (1.54%) Salesforce
12 15 (1.29%) Oracle
13 13 (1.11%) Palantir
14 8 (0.69%) Alteryx
14 8 (0.69%) Foundry
15 7 (0.60%) Bloomberg
15 7 (0.60%) ServiceNow
15 7 (0.60%) Talend
16 5 (0.43%) BT