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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 162 123 117
Rank change year-on-year -39 -6 -46
Permanent jobs citing Data Science 1,146 1,038 2,259
As % of all permanent jobs in the UK 1.30% 2.48% 2.38%
As % of the Processes & Methodologies category 1.73% 2.67% 2.77%
Number of salaries quoted 610 537 1,308
10th Percentile £45,000 £44,590 £42,250
25th Percentile £55,000 £53,750 £48,480
Median annual salary (50th Percentile) £70,000 £70,000 £67,000
Median % change year-on-year - +4.48% -7.59%
75th Percentile £90,000 £95,000 £88,750
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £62,500 £57,500
% change year-on-year - +8.70% -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 66,205 38,927 81,426
As % of all permanent jobs advertised in the UK 75.18% 92.83% 85.82%
Number of salaries quoted 40,871 22,769 59,504
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £39,750
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +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 £52,500 £50,000
% change year-on-year -4.76% +5.00% -8.90%

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 23 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 23 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 -29 1,066 £70,250 +0.36% 704
London +7 552 £80,000 -3.03% 335
UK excluding London -54 508 £62,500 - 531
Work from Home -18 353 £66,720 +4.25% 293
South East -31 149 £65,000 +8.33% 166
North of England -25 127 £66,720 +6.75% 120
South West -54 92 £60,000 -14.29% 70
North West +17 89 £70,466 +13.77% 63
Midlands -30 83 £58,750 +2.17% 78
East Midlands -28 44 £62,500 -16.67% 50
West Midlands -39 39 £55,000 - 28
East of England -28 36 £86,725 +35.51% 60
Yorkshire -61 33 £62,500 +3.18% 40
Scotland -55 13 £95,000 +65.22% 24
Wales -22 5 £39,511 -50.61% 10
North East -43 5 £64,610 +3.38% 17
Northern Ireland -40 3 - - 16

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 88 (7.68%) Apache Spark
2 75 (6.54%) Apache Airflow
3 23 (2.01%) SharePoint
4 22 (1.92%) ArcGIS
5 21 (1.83%) Apache
6 10 (0.87%) Jupyter
7 6 (0.52%) SAS
8 5 (0.44%) Confluence
8 5 (0.44%) GeoServer
8 5 (0.44%) IIS
9 3 (0.26%) Apache Superset
9 3 (0.26%) CMS
10 1 (0.087%) Apache Pulsar
10 1 (0.087%) Palantir Foundry
10 1 (0.087%) WordPress
Applications
1 44 (3.84%) Microsoft Excel
2 7 (0.61%) Chatbot
3 4 (0.35%) Microsoft Project
4 3 (0.26%) Spreadsheet
5 2 (0.17%) Microsoft PowerPoint
6 1 (0.087%) Microsoft Office
6 1 (0.087%) Trello
Business Applications
1 6 (0.52%) Salesforce CRM
2 1 (0.087%) Dynamics CRM
2 1 (0.087%) FIS Private Capital Suite
2 1 (0.087%) NetSuite
2 1 (0.087%) Odoo
2 1 (0.087%) Oracle EBS
2 1 (0.087%) SAP PLM
2 1 (0.087%) Teamcenter
Cloud Services
1 339 (29.58%) AWS
2 321 (28.01%) Azure
3 213 (18.59%) GCP
4 157 (13.70%) Power Platform
5 90 (7.85%) Snowflake
6 61 (5.32%) dbt
7 48 (4.19%) Azure Synapse Analytics
8 47 (4.10%) Azure Machine Learning
9 36 (3.14%) Amazon SageMaker
9 36 (3.14%) Azure AI
9 36 (3.14%) Azure Data Factory
10 33 (2.88%) Vertex AI
11 28 (2.44%) Azure DevOps
12 26 (2.27%) SaaS
13 22 (1.92%) Serverless
14 19 (1.66%) Amazon S3
14 19 (1.66%) Dagster
15 18 (1.57%) Microsoft 365
16 17 (1.48%) GitHub
17 16 (1.40%) PowerApps
Communications & Networking
1 81 (7.07%) Broadband
2 11 (0.96%) 4G
2 11 (0.96%) BGP
2 11 (0.96%) Cisco IOS
2 11 (0.96%) Ethernet VPN
2 11 (0.96%) IOS XR
2 11 (0.96%) MPLS
3 5 (0.44%) Internet
4 4 (0.35%) HTTP
5 3 (0.26%) Firewall
5 3 (0.26%) Software-Defined Radio
5 3 (0.26%) TCP/IP
6 2 (0.17%) Kerberos
6 2 (0.17%) MQTT
6 2 (0.17%) Tactical Data Link
7 1 (0.087%) Bluetooth
7 1 (0.087%) Intrusion Detection
7 1 (0.087%) TCAP
7 1 (0.087%) Wi-Fi
7 1 (0.087%) Wireless
Database & Business Intelligence
1 151 (13.18%) Power BI
2 144 (12.57%) Data Warehouse
3 102 (8.90%) Tableau
4 98 (8.55%) Data Lake
5 72 (6.28%) BigQuery
6 59 (5.15%) Amazon Redshift
7 58 (5.06%) Elasticsearch
8 50 (4.36%) Looker
9 49 (4.28%) NoSQL
10 40 (3.49%) Metadata
11 39 (3.40%) MongoDB
11 39 (3.40%) PostgreSQL
12 37 (3.23%) GIS
13 35 (3.05%) Big Data
14 27 (2.36%) QGIS
15 26 (2.27%) MySQL
15 26 (2.27%) Relational Database
16 25 (2.18%) Snowflake Schema
16 25 (2.18%) SQL Server
17 23 (2.01%) Hadoop
Development Applications
1 77 (6.72%) Git
2 58 (5.06%) MLflow
3 15 (1.31%) GitLab
4 11 (0.96%) JIRA
5 8 (0.70%) Jenkins
6 4 (0.35%) Selenium
7 1 (0.087%) Bitbucket
7 1 (0.087%) Burp Suite
7 1 (0.087%) Metasploit
7 1 (0.087%) TeamCity
7 1 (0.087%) Visual Studio Code
General
1 256 (22.34%) Finance
2 246 (21.47%) Social Skills
3 236 (20.59%) Analytical Skills
4 99 (8.64%) Inclusion and Diversity
5 82 (7.16%) Marketing
6 69 (6.02%) Banking
7 65 (5.67%) Retail
8 52 (4.54%) Pharmaceutical
9 47 (4.10%) Public Sector
10 41 (3.58%) Law
11 23 (2.01%) Financial Institution
12 21 (1.83%) Legal
13 19 (1.66%) Advertising
13 19 (1.66%) Manufacturing
14 15 (1.31%) Influencing Skills
14 15 (1.31%) Organisational Skills
15 12 (1.05%) Telecoms
16 11 (0.96%) Agriculture
16 11 (0.96%) Documentation Skills
17 9 (0.79%) Games
Job Titles
1 328 (28.62%) Data Scientist
2 262 (22.86%) Senior
3 166 (14.49%) Data Engineer
4 153 (13.35%) Senior Data Scientist
5 148 (12.91%) Lead
6 76 (6.63%) Consultant
7 71 (6.20%) Software Engineer
8 67 (5.85%) Analyst
9 55 (4.80%) Developer
10 49 (4.28%) Data Analyst
11 45 (3.93%) Senior Data Engineer
12 36 (3.14%) Lead Data Scientist
13 33 (2.88%) Artificial Intelligence Consultant
14 31 (2.71%) Systems Engineer
15 30 (2.62%) Architect
15 30 (2.62%) Data Consultant
15 30 (2.62%) Scala Engineer
16 28 (2.44%) Product Specialist
17 27 (2.36%) Python Engineer
18 24 (2.09%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.78%) PyTorch
2 98 (8.55%) TensorFlow
3 67 (5.85%) scikit-learn
4 54 (4.71%) LangChain
5 49 (4.28%) Kafka
6 47 (4.10%) gRPC
7 37 (3.23%) React
8 36 (3.14%) PySpark
9 34 (2.97%) Pandas
10 28 (2.44%) LlamaIndex
11 25 (2.18%) pgvector
12 22 (1.92%) Django
13 21 (1.83%) HTML
14 20 (1.75%) RESTful
15 18 (1.57%) REST
16 17 (1.48%) FastAPI
17 16 (1.40%) CSS
18 13 (1.13%) Node.js
18 13 (1.13%) NumPy
18 13 (1.13%) Vue
Miscellaneous
1 97 (8.46%) Algorithms
2 74 (6.46%) Life Science
3 72 (6.28%) Distributed Systems
4 59 (5.15%) Video\Live Streaming
5 54 (4.71%) Cloud Native
6 50 (4.36%) Over-the-Top Content
7 44 (3.84%) Product Ownership
8 31 (2.71%) Data Structures
9 29 (2.53%) Management Information System
10 27 (2.36%) AI Agents
11 26 (2.27%) Clustering
12 25 (2.18%) Public Cloud
12 25 (2.18%) Social Media
13 22 (1.92%) Greenfield Project
14 21 (1.83%) Onboarding
15 20 (1.75%) Pharmacovigilance
16 16 (1.40%) Enterprise Software
16 16 (1.40%) Self-Motivation
17 13 (1.13%) Low-Code
18 11 (0.96%) Hackathon
Operating Systems
1 9 (0.79%) Linux
2 3 (0.26%) Unix
3 2 (0.17%) Windows
4 1 (0.087%) Android
4 1 (0.087%) Kali Linux
4 1 (0.087%) Ubuntu
Processes & Methodologies
1 566 (49.39%) AI
2 553 (48.25%) Machine Learning
3 513 (44.76%) Analytics
4 254 (22.16%) Problem-Solving
5 239 (20.86%) Data Engineering
6 230 (20.07%) Decision-Making
7 224 (19.55%) Agile
8 208 (18.15%) CI/CD
9 206 (17.98%) Business Intelligence
10 195 (17.02%) Data Pipeline
11 192 (16.75%) Computer Science
12 179 (15.62%) Data Modelling
13 163 (14.22%) Software Engineering
14 161 (14.05%) Use Case
15 154 (13.44%) Visualisation
16 153 (13.35%) ETL
17 152 (13.26%) Mentoring
18 142 (12.39%) Generative AI
19 136 (11.87%) MLOps
20 127 (11.08%) Data Analysis
Programming Languages
1 609 (53.14%) Python
2 321 (28.01%) SQL
3 96 (8.38%) Scala
4 78 (6.81%) Java
5 71 (6.20%) R
6 63 (5.50%) Go
7 32 (2.79%) JavaScript
8 23 (2.01%) C++
9 19 (1.66%) VBA
10 14 (1.22%) TypeScript
11 12 (1.05%) Bash
11 12 (1.05%) C#
12 11 (0.96%) Rust
13 8 (0.70%) PHP
13 8 (0.70%) T-SQL
14 7 (0.61%) C
15 6 (0.52%) Bicep
15 6 (0.52%) Julia
15 6 (0.52%) PowerShell
16 5 (0.44%) Data Analysis Expressions
Qualifications
1 329 (28.71%) Degree
2 130 (11.34%) Security Cleared
3 115 (10.03%) Master's Degree
4 77 (6.72%) Computer Science Degree
5 60 (5.24%) SC Cleared
6 59 (5.15%) DV Cleared
7 55 (4.80%) PhD
8 31 (2.71%) DBS Check
9 17 (1.48%) MBA
10 16 (1.40%) Azure Certification
10 16 (1.40%) Numerate Degree
11 11 (0.96%) APMP
12 8 (0.70%) Microsoft Certification
13 7 (0.61%) Postgraduate
14 5 (0.44%) BPSS Clearance
15 3 (0.26%) AWS Certification
15 3 (0.26%) CISSP
16 2 (0.17%) GIAC
16 2 (0.17%) PMI Certification
16 2 (0.17%) SANS
Quality Assurance & Compliance
1 153 (13.35%) Data Quality
2 68 (5.93%) GDPR
3 50 (4.36%) Accessibility
4 31 (2.71%) QA
5 26 (2.27%) California Consumer Privacy Act
6 21 (1.83%) Solvency II
7 20 (1.75%) EU AI Act
7 20 (1.75%) HIPAA
7 20 (1.75%) PSD2
8 17 (1.48%) GxP
9 10 (0.87%) Actionable Recommendations
10 3 (0.26%) PERC
11 2 (0.17%) 21 CFR Part 11
12 1 (0.087%) FINRA
12 1 (0.087%) GMP
12 1 (0.087%) GRC
12 1 (0.087%) IFRS
12 1 (0.087%) ISO/IEC 27001
12 1 (0.087%) NCSC
12 1 (0.087%) NIST
System Software
1 113 (9.86%) Docker
2 4 (0.35%) Active Directory
3 2 (0.17%) Firmware
4 1 (0.087%) IAG
4 1 (0.087%) Virtual Desktop
Systems Management
1 68 (5.93%) Kubernetes
2 46 (4.01%) Terraform
3 7 (0.61%) Kubeflow
4 4 (0.35%) Ansible
4 4 (0.35%) Argo
5 2 (0.17%) Computer Emergency Response Teams
5 2 (0.17%) Computer Incident Response Team
6 1 (0.087%) Nagios
6 1 (0.087%) Nessus
6 1 (0.087%) Nmap
Vendors
1 164 (14.31%) Databricks
2 83 (7.24%) Google
3 74 (6.46%) Microsoft
4 49 (4.28%) Dell
5 45 (3.93%) Typelevel
6 31 (2.71%) Informatica
7 26 (2.27%) OpenAI
8 24 (2.09%) Denodo
8 24 (2.09%) Teradata
9 23 (2.01%) Cloudera
10 20 (1.75%) Cisco
10 20 (1.75%) Salesforce
11 17 (1.48%) Oracle
12 14 (1.22%) Alteryx
12 14 (1.22%) Palantir
13 13 (1.13%) Bloomberg
14 8 (0.70%) Foundry
15 7 (0.61%) ServiceNow
15 7 (0.61%) Talend
16 5 (0.44%) BT