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

6 months to
24 Apr 2026
Same period 2025 Same period 2024
Rank 160 126 120
Rank change year-on-year -34 -6 -46
Permanent jobs citing Data Science 1,154 1,039 2,253
As % of all permanent jobs in the UK 1.31% 2.48% 2.37%
As % of the Processes & Methodologies category 1.74% 2.67% 2.76%
Number of salaries quoted 616 534 1,304
10th Percentile £45,000 £44,590 £42,250
25th Percentile £55,000 £53,750 £48,419
Median annual salary (50th Percentile) £70,000 £70,000 £66,500
Median % change year-on-year - +5.26% -7.96%
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 66,274 38,859 81,572
As % of all permanent jobs advertised in the UK 75.13% 92.82% 85.77%
Number of salaries quoted 40,927 22,757 59,545
10th Percentile £30,000 £31,250 £29,000
25th Percentile £40,000 £42,500 £40,000
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% -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 24 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 24 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 -32 1,075 £70,000 - 582
London +5 557 £80,000 -3.03% 260
UK excluding London -57 510 £62,500 - 469
Work from Home -24 358 £66,720 +4.25% 269
South East -41 149 £65,000 +8.33% 154
North of England -19 130 £66,720 +8.93% 114
North West +18 92 £70,466 +17.44% 62
South West -58 92 £60,000 -14.29% 63
Midlands -36 83 £58,750 +2.17% 58
East Midlands -38 44 £62,500 -16.67% 33
West Midlands -31 39 £55,000 - 25
East of England -30 36 £86,725 +27.07% 51
Yorkshire -71 33 £62,500 +3.18% 36
Scotland -59 12 £90,000 +56.52% 15
Wales -26 5 £39,511 -50.61% 8
North East -34 5 £64,610 +3.38% 16
Northern Ireland -37 3 - - 12

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 (7.63%) Apache Spark
2 75 (6.50%) Apache Airflow
3 22 (1.91%) ArcGIS
3 22 (1.91%) SharePoint
4 21 (1.82%) Apache
5 10 (0.87%) Jupyter
6 6 (0.52%) 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 (0.087%) Apache Pulsar
9 1 (0.087%) Palantir Foundry
9 1 (0.087%) WordPress
Applications
1 43 (3.73%) Microsoft Excel
2 8 (0.69%) 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%) SAP PLM
2 1 (0.087%) Teamcenter
Cloud Services
1 340 (29.46%) AWS
2 322 (27.90%) Azure
3 214 (18.54%) GCP
4 156 (13.52%) Power Platform
5 90 (7.80%) Snowflake
6 61 (5.29%) dbt
7 48 (4.16%) Azure Machine Learning
8 47 (4.07%) Azure Synapse Analytics
9 36 (3.12%) Amazon SageMaker
9 36 (3.12%) Azure AI
10 35 (3.03%) Azure Data Factory
11 33 (2.86%) Vertex AI
12 28 (2.43%) Azure DevOps
13 25 (2.17%) SaaS
14 23 (1.99%) Serverless
15 19 (1.65%) Amazon S3
15 19 (1.65%) Dagster
16 17 (1.47%) GitHub
17 16 (1.39%) AWS Lambda
17 16 (1.39%) Microsoft 365
Communications & Networking
1 81 (7.02%) Broadband
2 11 (0.95%) 4G
2 11 (0.95%) BGP
2 11 (0.95%) Cisco IOS
2 11 (0.95%) Ethernet VPN
2 11 (0.95%) IOS XR
2 11 (0.95%) MPLS
3 5 (0.43%) 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%) LTE
7 1 (0.087%) Modbus
7 1 (0.087%) Network Security
7 1 (0.087%) Wi-Fi
Database & Business Intelligence
1 150 (13.00%) Power BI
2 144 (12.48%) Data Warehouse
3 101 (8.75%) Tableau
4 98 (8.49%) Data Lake
5 72 (6.24%) BigQuery
6 59 (5.11%) Amazon Redshift
6 59 (5.11%) Elasticsearch
7 50 (4.33%) Looker
8 49 (4.25%) NoSQL
9 40 (3.47%) Metadata
10 39 (3.38%) MongoDB
10 39 (3.38%) PostgreSQL
11 37 (3.21%) GIS
12 34 (2.95%) Big Data
13 27 (2.34%) QGIS
14 26 (2.25%) MySQL
14 26 (2.25%) Relational Database
15 25 (2.17%) Snowflake Schema
15 25 (2.17%) SQL Server
16 24 (2.08%) Delta Lake
Development Applications
1 77 (6.67%) Git
2 58 (5.03%) MLflow
3 15 (1.30%) GitLab
4 11 (0.95%) JIRA
5 8 (0.69%) 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
1 257 (22.27%) Finance
2 245 (21.23%) Social Skills
3 235 (20.36%) Analytical Skills
4 99 (8.58%) Inclusion and Diversity
5 83 (7.19%) Marketing
6 68 (5.89%) Banking
7 66 (5.72%) Retail
8 52 (4.51%) Pharmaceutical
9 47 (4.07%) Public Sector
10 41 (3.55%) Law
11 22 (1.91%) Financial Institution
12 21 (1.82%) Legal
13 19 (1.65%) Advertising
13 19 (1.65%) Manufacturing
14 15 (1.30%) Influencing Skills
14 15 (1.30%) Organisational Skills
15 12 (1.04%) Telecoms
16 11 (0.95%) Agriculture
16 11 (0.95%) Documentation Skills
17 9 (0.78%) Games
Job Titles
1 335 (29.03%) Data Scientist
2 267 (23.14%) Senior
3 165 (14.30%) Data Engineer
4 157 (13.60%) Senior Data Scientist
5 150 (13.00%) Lead
6 75 (6.50%) Consultant
7 71 (6.15%) Software Engineer
8 66 (5.72%) Analyst
9 57 (4.94%) Developer
10 48 (4.16%) Data Analyst
11 44 (3.81%) Senior Data Engineer
12 36 (3.12%) Lead Data Scientist
13 33 (2.86%) Artificial Intelligence Consultant
14 31 (2.69%) Systems Engineer
15 30 (2.60%) Data Consultant
15 30 (2.60%) Scala Engineer
16 29 (2.51%) Architect
17 28 (2.43%) Product Specialist
18 27 (2.34%) Python Engineer
19 24 (2.08%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.70%) PyTorch
2 98 (8.49%) TensorFlow
3 67 (5.81%) scikit-learn
4 55 (4.77%) LangChain
5 49 (4.25%) Kafka
6 47 (4.07%) gRPC
7 38 (3.29%) React
8 37 (3.21%) PySpark
9 35 (3.03%) Pandas
10 29 (2.51%) LlamaIndex
11 25 (2.17%) pgvector
12 22 (1.91%) Django
13 21 (1.82%) HTML
13 21 (1.82%) RESTful
14 18 (1.56%) REST
15 17 (1.47%) FastAPI
16 16 (1.39%) CSS
17 13 (1.13%) Node.js
17 13 (1.13%) NumPy
17 13 (1.13%) Vue
Miscellaneous
1 97 (8.41%) Algorithms
2 74 (6.41%) Life Science
3 72 (6.24%) Distributed Systems
4 59 (5.11%) Video\Live Streaming
5 56 (4.85%) Cloud Native
6 50 (4.33%) Over-the-Top Content
7 44 (3.81%) Product Ownership
8 31 (2.69%) Data Structures
9 29 (2.51%) Management Information System
10 27 (2.34%) AI Agents
11 26 (2.25%) Clustering
12 25 (2.17%) Social Media
13 24 (2.08%) Public Cloud
14 22 (1.91%) Greenfield Project
15 21 (1.82%) Onboarding
16 20 (1.73%) Pharmacovigilance
17 16 (1.39%) Enterprise Software
18 15 (1.30%) Self-Motivation
19 13 (1.13%) Low-Code
20 11 (0.95%) Hackathon
Operating Systems
1 9 (0.78%) 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
1 567 (49.13%) AI
2 556 (48.18%) Machine Learning
3 516 (44.71%) Analytics
4 254 (22.01%) Problem-Solving
5 240 (20.80%) Data Engineering
6 230 (19.93%) Decision-Making
7 223 (19.32%) Agile
8 208 (18.02%) CI/CD
9 206 (17.85%) Business Intelligence
10 195 (16.90%) Data Pipeline
11 192 (16.64%) Computer Science
12 179 (15.51%) Data Modelling
13 164 (14.21%) Software Engineering
14 161 (13.95%) Use Case
15 153 (13.26%) ETL
15 153 (13.26%) Visualisation
16 152 (13.17%) Mentoring
17 142 (12.31%) Generative AI
18 138 (11.96%) MLOps
19 126 (10.92%) Data Management
Programming Languages
1 609 (52.77%) Python
2 322 (27.90%) SQL
3 96 (8.32%) Scala
4 78 (6.76%) Java
5 72 (6.24%) R
6 63 (5.46%) Go
7 32 (2.77%) JavaScript
8 24 (2.08%) C++
9 18 (1.56%) VBA
10 15 (1.30%) TypeScript
11 13 (1.13%) C#
12 12 (1.04%) Bash
13 11 (0.95%) Rust
14 8 (0.69%) C
14 8 (0.69%) PHP
14 8 (0.69%) T-SQL
15 6 (0.52%) Bicep
15 6 (0.52%) Julia
15 6 (0.52%) PowerShell
16 5 (0.43%) Data Analysis Expressions
Qualifications
1 328 (28.42%) Degree
2 129 (11.18%) Security Cleared
3 115 (9.97%) Master's Degree
4 77 (6.67%) Computer Science Degree
5 59 (5.11%) DV Cleared
5 59 (5.11%) SC Cleared
6 55 (4.77%) PhD
7 31 (2.69%) DBS Check
8 17 (1.47%) Azure Certification
9 16 (1.39%) MBA
10 15 (1.30%) Numerate Degree
11 10 (0.87%) APMP
12 8 (0.69%) Microsoft Certification
13 7 (0.61%) Postgraduate
14 5 (0.43%) 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
1 151 (13.08%) Data Quality
2 67 (5.81%) GDPR
3 50 (4.33%) Accessibility
4 32 (2.77%) QA
5 25 (2.17%) California Consumer Privacy Act
6 21 (1.82%) Solvency II
7 20 (1.73%) EU AI Act
7 20 (1.73%) HIPAA
7 20 (1.73%) PSD2
8 17 (1.47%) 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%) IFRS
12 1 (0.087%) IFRS 17
12 1 (0.087%) ISO/IEC 27001
12 1 (0.087%) NCSC
12 1 (0.087%) NIST
System Software
1 114 (9.88%) 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 69 (5.98%) Kubernetes
2 46 (3.99%) 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
1 165 (14.30%) Databricks
2 84 (7.28%) Google
3 72 (6.24%) Microsoft
4 49 (4.25%) Dell
5 45 (3.90%) Typelevel
6 31 (2.69%) Informatica
7 26 (2.25%) OpenAI
8 25 (2.17%) Teradata
9 24 (2.08%) Denodo
10 23 (1.99%) Cloudera
11 20 (1.73%) Cisco
11 20 (1.73%) Salesforce
12 16 (1.39%) Oracle
13 14 (1.21%) Palantir
14 13 (1.13%) Alteryx
15 12 (1.04%) Bloomberg
16 8 (0.69%) Foundry
17 7 (0.61%) ServiceNow
17 7 (0.61%) Talend
18 5 (0.43%) BT