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

6 months to
8 Apr 2026
Same period 2025 Same period 2024
Rank 160 120 114
Rank change year-on-year -40 -6 -44
Permanent jobs citing Data Science 1,108 1,011 2,257
As % of all permanent jobs in the UK 1.34% 2.47% 2.48%
As % of the Processes & Methodologies category 1.76% 2.66% 2.87%
Number of salaries quoted 582 520 1,298
10th Percentile £45,000 £44,590 £42,250
25th Percentile £56,250 £53,750 £47,625
Median annual salary (50th Percentile) £71,275 £70,000 £67,500
Median % change year-on-year +1.82% +3.70% -6.90%
75th Percentile £90,000 £92,813 £88,750
90th Percentile £101,250 £115,000 £115,000
UK excluding London median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% -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 63,052 38,055 78,562
As % of all permanent jobs advertised in the UK 76.14% 93.05% 86.27%
Number of salaries quoted 38,936 22,478 58,228
10th Percentile £30,000 £31,250 £29,237
25th Percentile £40,000 £43,125 £40,000
Median annual salary (50th Percentile) £56,000 £60,000 £55,000
Median % change year-on-year -6.67% +9.09% -10.57%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £97,500 £102,500 £92,500
UK excluding London median annual salary £50,000 £54,000 £50,000
% change year-on-year -7.41% +8.00% -7.94%

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 8 April 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 8 April 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 -30 1,031 £72,500 +3.57% 737
London +20 540 £80,939 +1.17% 384
UK excluding London -66 490 £62,500 - 486
Work from Home -24 341 £67,839 +6.00% 272
South East -28 158 £65,000 +8.33% 166
North of England -44 111 £66,720 +4.82% 119
South West -53 86 £60,000 -14.29% 69
North West 0 79 £70,932 +11.05% 63
Midlands -43 76 £55,000 -4.35% 65
West Midlands -15 39 £65,000 +44.44% 27
East Midlands -45 37 £45,195 -38.72% 38
East of England -29 36 £86,725 +35.51% 34
Yorkshire -70 28 £60,000 -5.74% 37
Scotland -63 13 £90,000 +60.00% 21
Wales -24 7 £39,756 -50.31% 15
North East -27 4 £64,610 +3.38% 21
Northern Ireland -37 3 - - 6

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 84 (7.58%) Apache Spark
2 75 (6.77%) Apache Airflow
3 24 (2.17%) SharePoint
4 22 (1.99%) ArcGIS
5 21 (1.90%) Apache
6 10 (0.90%) Jupyter
7 6 (0.54%) SAS
8 5 (0.45%) Confluence
8 5 (0.45%) GeoServer
8 5 (0.45%) IIS
9 3 (0.27%) Apache Superset
9 3 (0.27%) CMS
10 1 (0.090%) Palantir Foundry
10 1 (0.090%) WordPress
Applications
1 53 (4.78%) Microsoft Excel
2 5 (0.45%) Chatbot
3 4 (0.36%) Microsoft Project
4 3 (0.27%) Spreadsheet
5 2 (0.18%) Microsoft PowerPoint
6 1 (0.090%) Trello
Business Applications
1 6 (0.54%) Salesforce CRM
2 2 (0.18%) Oracle EBS
3 1 (0.090%) Dynamics CRM
3 1 (0.090%) FIS Private Capital Suite
3 1 (0.090%) NetSuite
3 1 (0.090%) Odoo
3 1 (0.090%) SAP PLM
3 1 (0.090%) Teamcenter
Cloud Services
1 335 (30.23%) AWS
2 317 (28.61%) Azure
3 209 (18.86%) GCP
4 162 (14.62%) Power Platform
5 93 (8.39%) Snowflake
6 59 (5.32%) dbt
7 46 (4.15%) Azure Machine Learning
7 46 (4.15%) Azure Synapse Analytics
8 37 (3.34%) Amazon SageMaker
9 36 (3.25%) Azure AI
10 34 (3.07%) Azure Data Factory
11 33 (2.98%) Vertex AI
12 28 (2.53%) Azure DevOps
13 22 (1.99%) GitHub
13 22 (1.99%) SaaS
14 20 (1.81%) Microsoft 365
15 19 (1.71%) Dagster
16 18 (1.62%) PowerApps
16 18 (1.62%) Serverless
17 17 (1.53%) Amazon S3
Communications & Networking
1 82 (7.40%) Broadband
2 11 (0.99%) 4G
2 11 (0.99%) BGP
2 11 (0.99%) Cisco IOS
2 11 (0.99%) Ethernet VPN
2 11 (0.99%) IOS XR
2 11 (0.99%) MPLS
3 3 (0.27%) HTTP
3 3 (0.27%) Internet
3 3 (0.27%) Software-Defined Radio
3 3 (0.27%) TCP/IP
4 2 (0.18%) Kerberos
4 2 (0.18%) MQTT
4 2 (0.18%) Tactical Data Link
5 1 (0.090%) Firewall
5 1 (0.090%) LTE
5 1 (0.090%) Modbus
5 1 (0.090%) Network Security
5 1 (0.090%) TCAP
5 1 (0.090%) Wi-Fi
Database & Business Intelligence
1 156 (14.08%) Power BI
2 139 (12.55%) Data Warehouse
3 122 (11.01%) Tableau
4 99 (8.94%) Data Lake
5 73 (6.59%) BigQuery
6 57 (5.14%) Elasticsearch
7 52 (4.69%) Amazon Redshift
8 51 (4.60%) NoSQL
9 48 (4.33%) Looker
10 41 (3.70%) Metadata
11 37 (3.34%) GIS
12 36 (3.25%) MongoDB
13 35 (3.16%) Big Data
13 35 (3.16%) PostgreSQL
14 27 (2.44%) QGIS
15 26 (2.35%) SQL Server
16 25 (2.26%) Data Mining
16 25 (2.26%) Snowflake Schema
17 23 (2.08%) Delta Lake
17 23 (2.08%) Hadoop
Development Applications
1 78 (7.04%) Git
2 58 (5.23%) MLflow
3 14 (1.26%) GitLab
4 11 (0.99%) JIRA
5 7 (0.63%) Jenkins
6 3 (0.27%) Selenium
7 2 (0.18%) Burp Suite
7 2 (0.18%) ER Studio
7 2 (0.18%) ERwin
7 2 (0.18%) PowerDesigner
8 1 (0.090%) Bitbucket
8 1 (0.090%) Metasploit
8 1 (0.090%) TeamCity
8 1 (0.090%) Visual Studio Code
General
1 276 (24.91%) Finance
2 258 (23.29%) Social Skills
3 245 (22.11%) Analytical Skills
4 97 (8.75%) Inclusion and Diversity
5 85 (7.67%) Marketing
6 78 (7.04%) Banking
7 65 (5.87%) Retail
8 57 (5.14%) Pharmaceutical
9 51 (4.60%) Public Sector
10 39 (3.52%) Law
11 31 (2.80%) Financial Institution
12 23 (2.08%) Legal
12 23 (2.08%) Manufacturing
13 16 (1.44%) Advertising
13 16 (1.44%) Organisational Skills
14 14 (1.26%) Telecoms
15 13 (1.17%) Influencing Skills
16 11 (0.99%) Agriculture
16 11 (0.99%) Documentation Skills
17 8 (0.72%) Investment Banking
Job Titles
1 281 (25.36%) Data Scientist
2 245 (22.11%) Senior
3 161 (14.53%) Data Engineer
4 145 (13.09%) Lead
5 126 (11.37%) Senior Data Scientist
6 80 (7.22%) Consultant
7 79 (7.13%) Analyst
8 67 (6.05%) Software Engineer
9 60 (5.42%) Data Analyst
10 58 (5.23%) Developer
11 48 (4.33%) Senior Data Engineer
12 33 (2.98%) Artificial Intelligence Consultant
13 32 (2.89%) Data Consultant
13 32 (2.89%) Lead Data Scientist
14 31 (2.80%) Systems Engineer
15 30 (2.71%) Scala Engineer
16 29 (2.62%) Architect
17 27 (2.44%) Python Engineer
18 26 (2.35%) Product Specialist
19 25 (2.26%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 136 (12.27%) PyTorch
2 100 (9.03%) TensorFlow
3 70 (6.32%) scikit-learn
4 51 (4.60%) LangChain
5 48 (4.33%) Kafka
6 47 (4.24%) gRPC
7 37 (3.34%) React
8 35 (3.16%) PySpark
9 30 (2.71%) Pandas
10 25 (2.26%) LlamaIndex
11 24 (2.17%) pgvector
12 22 (1.99%) Django
13 21 (1.90%) HTML
13 21 (1.90%) RESTful
14 17 (1.53%) CSS
14 17 (1.53%) FastAPI
15 15 (1.35%) REST
16 13 (1.17%) .NET
16 13 (1.17%) Node.js
17 12 (1.08%) NumPy
Miscellaneous
1 93 (8.39%) Algorithms
2 82 (7.40%) Life Science
3 71 (6.41%) Distributed Systems
4 59 (5.32%) Video\Live Streaming
5 50 (4.51%) Over-the-Top Content
6 49 (4.42%) Cloud Native
7 46 (4.15%) Product Ownership
8 31 (2.80%) Management Information System
9 27 (2.44%) Data Structures
10 26 (2.35%) AI Agents
10 26 (2.35%) Self-Motivation
11 25 (2.26%) Clustering
11 25 (2.26%) Public Cloud
12 24 (2.17%) Social Media
13 21 (1.90%) Greenfield Project
13 21 (1.90%) Pharmacovigilance
14 20 (1.81%) Onboarding
15 14 (1.26%) Enterprise Software
16 12 (1.08%) Low-Code
17 11 (0.99%) Hackathon
Operating Systems
1 9 (0.81%) Linux
2 3 (0.27%) Unix
3 2 (0.18%) Windows
4 1 (0.090%) Android
4 1 (0.090%) Kali Linux
4 1 (0.090%) Ubuntu
Processes & Methodologies
1 568 (51.26%) AI
2 546 (49.28%) Machine Learning
3 524 (47.29%) Analytics
4 259 (23.38%) Problem-Solving
5 228 (20.58%) Data Engineering
5 228 (20.58%) Decision-Making
6 227 (20.49%) Agile
7 218 (19.68%) Business Intelligence
8 206 (18.59%) Computer Science
9 201 (18.14%) CI/CD
10 187 (16.88%) Data Pipeline
11 174 (15.70%) Data Modelling
12 162 (14.62%) Use Case
13 157 (14.17%) Visualisation
14 153 (13.81%) Generative AI
15 151 (13.63%) ETL
16 147 (13.27%) Data Analysis
16 147 (13.27%) Mentoring
17 146 (13.18%) Software Engineering
18 136 (12.27%) Mathematics
Programming Languages
1 611 (55.14%) Python
2 321 (28.97%) SQL
3 95 (8.57%) Scala
4 73 (6.59%) Java
4 73 (6.59%) R
5 62 (5.60%) Go
6 34 (3.07%) JavaScript
7 21 (1.90%) VBA
8 16 (1.44%) C++
9 13 (1.17%) C#
9 13 (1.17%) TypeScript
10 12 (1.08%) Bash
11 8 (0.72%) Rust
11 8 (0.72%) T-SQL
12 7 (0.63%) PHP
13 6 (0.54%) Data Analysis Expressions
13 6 (0.54%) Julia
14 5 (0.45%) ANSI SQL
14 5 (0.45%) Bicep
15 4 (0.36%) PowerShell
Qualifications
1 351 (31.68%) Degree
2 120 (10.83%) Master's Degree
3 115 (10.38%) Security Cleared
4 83 (7.49%) Computer Science Degree
5 62 (5.60%) SC Cleared
6 57 (5.14%) PhD
7 47 (4.24%) DV Cleared
8 29 (2.62%) Numerate Degree
9 28 (2.53%) DBS Check
10 19 (1.71%) MBA
11 15 (1.35%) Azure Certification
12 13 (1.17%) APMP
13 8 (0.72%) Microsoft Certification
14 7 (0.63%) Postgraduate
15 5 (0.45%) BPSS Clearance
16 3 (0.27%) AWS Certification
17 2 (0.18%) PMI Certification
18 1 (0.090%) ACCA
18 1 (0.090%) CFA
18 1 (0.090%) CIMA
Quality Assurance & Compliance
1 160 (14.44%) Data Quality
2 71 (6.41%) GDPR
3 52 (4.69%) Accessibility
4 30 (2.71%) QA
5 26 (2.35%) California Consumer Privacy Act
6 23 (2.08%) GxP
7 21 (1.90%) EU AI Act
7 21 (1.90%) HIPAA
7 21 (1.90%) PSD2
7 21 (1.90%) Solvency II
8 10 (0.90%) Actionable Recommendations
9 3 (0.27%) ISO/IEC 27001
9 3 (0.27%) PERC
10 2 (0.18%) 21 CFR Part 11
10 2 (0.18%) CDISC
10 2 (0.18%) HL7
11 1 (0.090%) Disclosure Scotland
11 1 (0.090%) GMP
11 1 (0.090%) ISO 13485
11 1 (0.090%) NCSC
System Software
1 115 (10.38%) Docker
2 3 (0.27%) Active Directory
3 2 (0.18%) Firmware
4 1 (0.090%) IAG
Systems Management
1 67 (6.05%) Kubernetes
2 48 (4.33%) Terraform
3 7 (0.63%) Kubeflow
4 4 (0.36%) Ansible
5 3 (0.27%) Argo
6 1 (0.090%) Nagios
6 1 (0.090%) Nessus
6 1 (0.090%) Nmap
Vendors
1 162 (14.62%) Databricks
2 81 (7.31%) Microsoft
3 80 (7.22%) Google
4 49 (4.42%) Dell
5 45 (4.06%) Typelevel
6 33 (2.98%) Informatica
7 24 (2.17%) Alteryx
7 24 (2.17%) Bloomberg
7 24 (2.17%) Denodo
7 24 (2.17%) Teradata
8 23 (2.08%) Cloudera
8 23 (2.08%) OpenAI
9 22 (1.99%) Salesforce
10 20 (1.81%) Cisco
11 19 (1.71%) Oracle
12 14 (1.26%) Palantir
13 8 (0.72%) Foundry
13 8 (0.72%) SAP
14 7 (0.63%) Talend
15 6 (0.54%) ServiceNow