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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 158 124 121
Rank change year-on-year -34 -3 -47
Permanent jobs citing Data Science 1,168 1,048 2,267
As % of all permanent jobs in the UK 1.29% 2.47% 2.36%
As % of the Processes & Methodologies category 1.73% 2.65% 2.76%
Number of salaries quoted 631 539 1,306
10th Percentile £46,000 £44,422 £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 £89,688
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,076 £57,500
% change year-on-year -0.91% +9.70% -10.20%

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 67,443 39,485 82,053
As % of all permanent jobs advertised in the UK 74.64% 92.88% 85.58%
Number of salaries quoted 41,986 22,655 59,675
10th Percentile £30,000 £30,668 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £58,599 £60,000 £55,000
Median % change year-on-year -2.34% +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 £50,001 £52,500 £50,000
% change year-on-year -4.76% +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 3 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 3 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 -21 1,090 £70,000 - 763
London +6 546 £80,000 -3.03% 417
UK excluding London -40 534 £62,500 -0.91% 450
Work from Home -9 367 £67,110 +4.86% 332
South East -17 158 £61,250 +3.81% 145
North of England -18 137 £66,720 +8.93% 129
North West +33 100 £70,932 +18.22% 68
South West -57 97 £60,000 -14.29% 55
Midlands -25 85 £62,500 +8.70% 65
East Midlands -13 46 £63,750 -15.00% 32
East of England -8 39 £86,725 +19.62% 33
West Midlands -33 39 £62,500 +13.64% 33
Yorkshire -68 33 £62,500 +3.18% 40
Scotland -59 12 £90,000 +56.52% 19
North East -33 4 £66,720 +6.75% 21
Wales -30 3 £39,511 -50.61% 7
Northern Ireland -33 3 - - 5

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 89 (7.62%) Apache Spark
2 76 (6.51%) Apache Airflow
3 22 (1.88%) Apache
3 22 (1.88%) ArcGIS
4 20 (1.71%) SharePoint
5 11 (0.94%) Jupyter
6 6 (0.51%) SAS
7 5 (0.43%) Confluence
7 5 (0.43%) GeoServer
7 5 (0.43%) IIS
8 3 (0.26%) Apache Superset
8 3 (0.26%) CMS
9 1 (0.086%) Apache Pulsar
9 1 (0.086%) Palantir Foundry
9 1 (0.086%) WordPress
Applications
1 39 (3.34%) Microsoft Excel
2 8 (0.68%) 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
1 330 (28.25%) AWS
2 309 (26.46%) Azure
3 212 (18.15%) GCP
4 149 (12.76%) Power Platform
5 89 (7.62%) Snowflake
6 59 (5.05%) dbt
7 48 (4.11%) Azure Synapse Analytics
8 47 (4.02%) Azure Machine Learning
9 36 (3.08%) Azure Data Factory
10 29 (2.48%) Azure DevOps
11 26 (2.23%) SaaS
11 26 (2.23%) Serverless
12 24 (2.05%) Amazon SageMaker
12 24 (2.05%) Azure AI
13 21 (1.80%) Amazon S3
13 21 (1.80%) Vertex AI
14 18 (1.54%) AWS Lambda
14 18 (1.54%) Dagster
15 17 (1.46%) GitHub
16 14 (1.20%) Microsoft 365
Communications & Networking
1 82 (7.02%) 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 (12.24%) Power BI
2 139 (11.90%) Data Warehouse
3 97 (8.30%) Data Lake
4 95 (8.13%) Tableau
5 70 (5.99%) BigQuery
6 60 (5.14%) Amazon Redshift
6 60 (5.14%) Elasticsearch
7 50 (4.28%) Looker
8 49 (4.20%) NoSQL
9 42 (3.60%) Metadata
10 39 (3.34%) MongoDB
10 39 (3.34%) PostgreSQL
11 37 (3.17%) GIS
12 35 (3.00%) Big Data
13 28 (2.40%) MySQL
14 27 (2.31%) QGIS
14 27 (2.31%) Relational Database
15 26 (2.23%) Delta Lake
16 25 (2.14%) Snowflake Schema
17 24 (2.05%) SQL Server
Development Applications
1 80 (6.85%) Git
2 59 (5.05%) MLflow
3 15 (1.28%) GitLab
4 11 (0.94%) JIRA
5 8 (0.68%) 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%) TeamCity
General
1 242 (20.72%) Social Skills
2 241 (20.63%) Finance
3 230 (19.69%) Analytical Skills
4 100 (8.56%) Inclusion and Diversity
5 71 (6.08%) Marketing
6 57 (4.88%) Retail
7 56 (4.79%) Banking
8 46 (3.94%) Public Sector
9 42 (3.60%) Law
10 40 (3.42%) Pharmaceutical
11 22 (1.88%) Legal
12 20 (1.71%) Advertising
12 20 (1.71%) Financial Institution
13 18 (1.54%) Manufacturing
14 15 (1.28%) Influencing Skills
15 14 (1.20%) Organisational Skills
16 13 (1.11%) Telecoms
17 11 (0.94%) Agriculture
17 11 (0.94%) Documentation Skills
17 11 (0.94%) Games
Job Titles
1 359 (30.74%) Data Scientist
2 273 (23.37%) Senior
3 171 (14.64%) Senior Data Scientist
4 166 (14.21%) Data Engineer
5 141 (12.07%) Lead
6 72 (6.16%) Consultant
7 71 (6.08%) Software Engineer
8 61 (5.22%) Analyst
9 60 (5.14%) Developer
10 43 (3.68%) Data Analyst
11 41 (3.51%) Senior Data Engineer
12 40 (3.42%) Lead Data Scientist
13 33 (2.83%) Artificial Intelligence Consultant
14 31 (2.65%) Systems Engineer
15 30 (2.57%) Architect
15 30 (2.57%) Scala Engineer
16 29 (2.48%) Data Consultant
17 28 (2.40%) Product Specialist
18 26 (2.23%) Python Engineer
19 24 (2.05%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 140 (11.99%) PyTorch
2 103 (8.82%) TensorFlow
3 67 (5.74%) scikit-learn
4 55 (4.71%) LangChain
5 49 (4.20%) Kafka
6 47 (4.02%) gRPC
7 38 (3.25%) PySpark
7 38 (3.25%) React
8 34 (2.91%) Pandas
9 29 (2.48%) LlamaIndex
10 25 (2.14%) pgvector
11 22 (1.88%) RESTful
12 20 (1.71%) Django
12 20 (1.71%) HTML
13 19 (1.63%) REST
14 16 (1.37%) FastAPI
15 15 (1.28%) CSS
16 14 (1.20%) Hugging Face
17 13 (1.11%) Node.js
17 13 (1.11%) Vue
Miscellaneous
1 101 (8.65%) Algorithms
2 72 (6.16%) Distributed Systems
3 63 (5.39%) Life Science
4 60 (5.14%) Video\Live Streaming
5 55 (4.71%) Cloud Native
6 51 (4.37%) Over-the-Top Content
7 44 (3.77%) Product Ownership
8 31 (2.65%) Data Structures
9 29 (2.48%) Management Information System
10 27 (2.31%) AI Agents
11 26 (2.23%) Clustering
12 25 (2.14%) Social Media
13 24 (2.05%) Public Cloud
14 20 (1.71%) Greenfield Project
14 20 (1.71%) Onboarding
15 16 (1.37%) Enterprise Software
16 13 (1.11%) Low-Code
16 13 (1.11%) Self-Motivation
17 11 (0.94%) Hackathon
18 10 (0.86%) Virtual Team
Operating Systems
1 7 (0.60%) Linux
2 2 (0.17%) Unix
2 2 (0.17%) Windows
Processes & Methodologies
1 560 (47.95%) AI
2 554 (47.43%) Machine Learning
3 509 (43.58%) Analytics
4 247 (21.15%) Problem-Solving
5 240 (20.55%) Data Engineering
6 223 (19.09%) Decision-Making
7 222 (19.01%) Agile
8 208 (17.81%) CI/CD
9 198 (16.95%) Business Intelligence
10 197 (16.87%) Data Pipeline
11 176 (15.07%) Computer Science
11 176 (15.07%) Data Modelling
12 172 (14.73%) Software Engineering
13 152 (13.01%) Mentoring
13 152 (13.01%) Use Case
14 150 (12.84%) ETL
15 147 (12.59%) Visualisation
16 142 (12.16%) Generative AI
17 141 (12.07%) MLOps
18 127 (10.87%) Data Management
Programming Languages
1 607 (51.97%) Python
2 317 (27.14%) SQL
3 97 (8.30%) Scala
4 79 (6.76%) Java
5 69 (5.91%) R
6 63 (5.39%) Go
7 32 (2.74%) JavaScript
8 26 (2.23%) C++
9 17 (1.46%) VBA
10 16 (1.37%) TypeScript
11 15 (1.28%) C#
12 12 (1.03%) Bash
13 11 (0.94%) Rust
14 9 (0.77%) C
15 8 (0.68%) PHP
15 8 (0.68%) T-SQL
16 7 (0.60%) Bicep
17 6 (0.51%) Julia
17 6 (0.51%) PowerShell
18 5 (0.43%) Data Analysis Expressions
Qualifications
1 310 (26.54%) Degree
2 131 (11.22%) Security Cleared
3 103 (8.82%) Master's Degree
4 62 (5.31%) DV Cleared
5 60 (5.14%) Computer Science Degree
6 57 (4.88%) PhD
6 57 (4.88%) SC Cleared
7 34 (2.91%) DBS Check
8 17 (1.46%) Azure Certification
9 15 (1.28%) MBA
10 11 (0.94%) Numerate Degree
11 9 (0.77%) APMP
12 8 (0.68%) Microsoft Certification
13 7 (0.60%) Postgraduate
14 4 (0.34%) BPSS Clearance
15 3 (0.26%) AWS Certification
15 3 (0.26%) CISSP
16 2 (0.17%) CompTIA Security+
16 2 (0.17%) GIAC
16 2 (0.17%) SANS
Quality Assurance & Compliance
1 150 (12.84%) Data Quality
2 56 (4.79%) 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
7 10 (0.86%) Solvency II
8 8 (0.68%) EU AI Act
8 8 (0.68%) HIPAA
8 8 (0.68%) PSD2
9 3 (0.26%) PERC
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
1 114 (9.76%) 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 68 (5.82%) Kubernetes
2 47 (4.02%) Terraform
3 8 (0.68%) 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
1 166 (14.21%) Databricks
2 69 (5.91%) Google
3 68 (5.82%) Microsoft
4 48 (4.11%) Dell
5 45 (3.85%) Typelevel
6 31 (2.65%) Informatica
7 27 (2.31%) OpenAI
8 25 (2.14%) Teradata
9 24 (2.05%) Denodo
10 23 (1.97%) Cloudera
11 19 (1.63%) Cisco
12 18 (1.54%) Salesforce
13 16 (1.37%) Oracle
14 14 (1.20%) Palantir
15 10 (0.86%) Alteryx
16 9 (0.77%) Bloomberg
17 8 (0.68%) Foundry
18 7 (0.60%) ServiceNow
18 7 (0.60%) Talend
19 5 (0.43%) BT