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

6 months to
27 Apr 2026
Same period 2025 Same period 2024
Rank 161 123 121
Rank change year-on-year -38 -2 -48
Permanent jobs citing Data Science 1,161 1,041 2,268
As % of all permanent jobs in the UK 1.30% 2.47% 2.37%
As % of the Processes & Methodologies category 1.74% 2.66% 2.77%
Number of salaries quoted 624 534 1,305
10th Percentile £46,090 £44,590 £42,250
25th Percentile £55,000 £53,750 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £66,000
Median % change year-on-year - +6.06% -5.71%
75th Percentile £90,000 £95,000 £88,750
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,764 £57,500
% change year-on-year -1.98% +10.89% -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 66,909 39,106 81,845
As % of all permanent jobs advertised in the UK 74.92% 92.82% 85.67%
Number of salaries quoted 41,448 22,678 59,603
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% -11.29%
75th Percentile £77,500 £80,000 £72,500
90th Percentile £98,750 £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 27 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 27 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 -27 1,082 £70,000 -2.77% 593
London +9 553 £80,000 -3.03% 259
UK excluding London -62 520 £62,500 -1.98% 478
Work from Home -13 362 £66,720 +4.25% 302
South East -26 152 £65,000 +8.33% 150
North of England -16 136 £66,720 +8.93% 122
North West +21 97 £70,466 +17.44% 63
South West -58 93 £60,000 -14.29% 66
Midlands -46 83 £62,500 +8.70% 61
East Midlands -30 44 £62,500 -16.67% 37
West Midlands -38 39 £58,750 +6.82% 24
East of England -26 37 £86,725 +19.62% 44
Yorkshire -64 34 £62,500 +3.18% 41
Scotland -56 12 £90,000 +56.52% 20
North East -41 5 £64,610 +3.38% 18
Wales -30 4 £39,511 -50.61% 9
Northern Ireland -41 3 - - 14

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 (7.58%) Apache Spark
2 75 (6.46%) Apache Airflow
3 22 (1.89%) ArcGIS
3 22 (1.89%) SharePoint
4 21 (1.81%) Apache
5 10 (0.86%) 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 (0.086%) Apache Pulsar
9 1 (0.086%) Palantir Foundry
9 1 (0.086%) WordPress
Applications
1 42 (3.62%) Microsoft Excel
2 8 (0.69%) 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 6 (0.52%) 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
1 337 (29.03%) AWS
2 319 (27.48%) Azure
3 214 (18.43%) GCP
4 155 (13.35%) Power Platform
5 89 (7.67%) Snowflake
6 60 (5.17%) dbt
7 48 (4.13%) Azure Machine Learning
8 47 (4.05%) Azure Synapse Analytics
9 35 (3.01%) Azure Data Factory
10 33 (2.84%) Amazon SageMaker
10 33 (2.84%) Azure AI
11 30 (2.58%) Vertex AI
12 28 (2.41%) Azure DevOps
13 25 (2.15%) SaaS
14 23 (1.98%) Serverless
15 19 (1.64%) Amazon S3
16 18 (1.55%) Dagster
17 17 (1.46%) GitHub
18 16 (1.38%) AWS Lambda
18 16 (1.38%) Microsoft 365
Communications & Networking
1 81 (6.98%) 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 6 (0.52%) Internet
4 4 (0.34%) HTTP
4 4 (0.34%) Software-Defined Radio
5 3 (0.26%) Firewall
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 (0.086%) Bluetooth
7 1 (0.086%) LTE
7 1 (0.086%) Modbus
7 1 (0.086%) Network Security
7 1 (0.086%) Wi-Fi
Database & Business Intelligence
1 149 (12.83%) Power BI
2 143 (12.32%) Data Warehouse
3 98 (8.44%) Data Lake
4 97 (8.35%) Tableau
5 72 (6.20%) BigQuery
6 59 (5.08%) Amazon Redshift
6 59 (5.08%) Elasticsearch
7 50 (4.31%) Looker
8 49 (4.22%) NoSQL
9 40 (3.45%) Metadata
10 39 (3.36%) MongoDB
10 39 (3.36%) PostgreSQL
11 37 (3.19%) GIS
12 34 (2.93%) Big Data
13 27 (2.33%) QGIS
14 26 (2.24%) MySQL
14 26 (2.24%) Relational Database
15 25 (2.15%) Delta Lake
15 25 (2.15%) Snowflake Schema
15 25 (2.15%) SQL Server
Development Applications
1 77 (6.63%) Git
2 58 (5.00%) MLflow
3 15 (1.29%) GitLab
4 11 (0.95%) JIRA
5 8 (0.69%) Jenkins
6 4 (0.34%) Selenium
7 1 (0.086%) Bitbucket
7 1 (0.086%) Burp Suite
7 1 (0.086%) Metasploit
7 1 (0.086%) TeamCity
7 1 (0.086%) Visual Studio Code
General
1 251 (21.62%) Finance
2 246 (21.19%) Social Skills
3 233 (20.07%) Analytical Skills
4 97 (8.35%) Inclusion and Diversity
5 81 (6.98%) Marketing
6 65 (5.60%) Retail
7 64 (5.51%) Banking
8 49 (4.22%) Pharmaceutical
9 47 (4.05%) Public Sector
10 41 (3.53%) Law
11 22 (1.89%) Legal
12 20 (1.72%) Financial Institution
13 19 (1.64%) Advertising
13 19 (1.64%) Manufacturing
14 15 (1.29%) Influencing Skills
14 15 (1.29%) Organisational Skills
15 13 (1.12%) Telecoms
16 11 (0.95%) Agriculture
16 11 (0.95%) Documentation Skills
17 10 (0.86%) Games
Job Titles
1 343 (29.54%) Data Scientist
2 269 (23.17%) Senior
3 167 (14.38%) Data Engineer
4 159 (13.70%) Senior Data Scientist
5 147 (12.66%) Lead
6 74 (6.37%) Consultant
7 73 (6.29%) Software Engineer
8 65 (5.60%) Analyst
9 57 (4.91%) Developer
10 46 (3.96%) Data Analyst
11 44 (3.79%) Senior Data Engineer
12 36 (3.10%) Lead Data Scientist
13 33 (2.84%) Artificial Intelligence Consultant
14 31 (2.67%) Systems Engineer
15 30 (2.58%) Data Consultant
15 30 (2.58%) Scala Engineer
16 29 (2.50%) Architect
17 28 (2.41%) Product Specialist
18 27 (2.33%) Python Engineer
19 24 (2.07%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.63%) PyTorch
2 98 (8.44%) TensorFlow
3 67 (5.77%) scikit-learn
4 55 (4.74%) LangChain
5 49 (4.22%) Kafka
6 47 (4.05%) gRPC
7 39 (3.36%) React
8 37 (3.19%) PySpark
9 35 (3.01%) Pandas
10 29 (2.50%) LlamaIndex
11 25 (2.15%) pgvector
12 22 (1.89%) Django
13 21 (1.81%) HTML
13 21 (1.81%) RESTful
14 18 (1.55%) REST
15 17 (1.46%) FastAPI
16 16 (1.38%) CSS
17 14 (1.21%) Vue
18 13 (1.12%) Node.js
18 13 (1.12%) NumPy
Miscellaneous
1 98 (8.44%) Algorithms
2 72 (6.20%) Distributed Systems
3 71 (6.12%) Life Science
4 59 (5.08%) Video\Live Streaming
5 56 (4.82%) Cloud Native
6 50 (4.31%) Over-the-Top Content
7 44 (3.79%) Product Ownership
8 32 (2.76%) Data Structures
9 29 (2.50%) Management Information System
10 27 (2.33%) AI Agents
11 26 (2.24%) Clustering
12 25 (2.15%) Social Media
13 24 (2.07%) Public Cloud
14 22 (1.89%) Greenfield Project
15 20 (1.72%) Onboarding
16 17 (1.46%) Pharmacovigilance
17 16 (1.38%) Enterprise Software
18 14 (1.21%) Self-Motivation
19 13 (1.12%) 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 (0.086%) Android
4 1 (0.086%) Kali Linux
4 1 (0.086%) Ubuntu
Processes & Methodologies
1 566 (48.75%) AI
2 558 (48.06%) Machine Learning
3 514 (44.27%) Analytics
4 252 (21.71%) Problem-Solving
5 241 (20.76%) Data Engineering
6 230 (19.81%) Decision-Making
7 224 (19.29%) Agile
8 208 (17.92%) CI/CD
9 203 (17.48%) Business Intelligence
10 196 (16.88%) Data Pipeline
11 190 (16.37%) Computer Science
12 179 (15.42%) Data Modelling
13 166 (14.30%) Software Engineering
14 158 (13.61%) Use Case
15 154 (13.26%) ETL
16 153 (13.18%) Visualisation
17 152 (13.09%) Mentoring
18 141 (12.14%) Generative AI
19 140 (12.06%) MLOps
20 126 (10.85%) Data Management
Programming Languages
1 608 (52.37%) Python
2 321 (27.65%) SQL
3 96 (8.27%) Scala
4 79 (6.80%) Java
5 72 (6.20%) R
6 63 (5.43%) Go
7 32 (2.76%) JavaScript
8 25 (2.15%) C++
9 18 (1.55%) VBA
10 15 (1.29%) TypeScript
11 13 (1.12%) C#
12 12 (1.03%) 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
1 323 (27.82%) Degree
2 130 (11.20%) Security Cleared
3 112 (9.65%) Master's Degree
4 74 (6.37%) Computer Science Degree
5 60 (5.17%) SC Cleared
6 59 (5.08%) DV Cleared
7 55 (4.74%) PhD
8 31 (2.67%) DBS Check
9 17 (1.46%) Azure Certification
10 16 (1.38%) MBA
11 13 (1.12%) Numerate Degree
12 10 (0.86%) APMP
13 8 (0.69%) Microsoft Certification
14 7 (0.60%) Postgraduate
15 5 (0.43%) BPSS Clearance
16 3 (0.26%) AWS Certification
16 3 (0.26%) CISSP
17 2 (0.17%) GIAC
17 2 (0.17%) PMI Certification
17 2 (0.17%) SANS
Quality Assurance & Compliance
1 151 (13.01%) Data Quality
2 64 (5.51%) GDPR
3 50 (4.31%) Accessibility
4 33 (2.84%) QA
5 25 (2.15%) California Consumer Privacy Act
6 18 (1.55%) Solvency II
7 17 (1.46%) EU AI Act
7 17 (1.46%) GxP
7 17 (1.46%) HIPAA
7 17 (1.46%) PSD2
8 10 (0.86%) Actionable Recommendations
9 3 (0.26%) PERC
10 2 (0.17%) 21 CFR Part 11
11 1 (0.086%) FINRA
11 1 (0.086%) GMP
11 1 (0.086%) IFRS
11 1 (0.086%) IFRS 17
11 1 (0.086%) ISO/IEC 27001
11 1 (0.086%) NCSC
11 1 (0.086%) NIST
System Software
1 115 (9.91%) Docker
2 4 (0.34%) Active Directory
3 2 (0.17%) Firmware
4 1 (0.086%) IAG
4 1 (0.086%) Virtual Desktop
Systems Management
1 70 (6.03%) Kubernetes
2 46 (3.96%) Terraform
3 7 (0.60%) Kubeflow
4 4 (0.34%) Ansible
4 4 (0.34%) Argo
5 2 (0.17%) Computer Emergency Response Teams
5 2 (0.17%) Computer Incident Response Team
6 1 (0.086%) Nagios
6 1 (0.086%) Nessus
6 1 (0.086%) Nmap
Vendors
1 166 (14.30%) Databricks
2 81 (6.98%) Google
3 71 (6.12%) Microsoft
4 49 (4.22%) Dell
5 45 (3.88%) Typelevel
6 31 (2.67%) Informatica
7 26 (2.24%) OpenAI
8 25 (2.15%) Teradata
9 24 (2.07%) Denodo
10 23 (1.98%) Cloudera
11 20 (1.72%) Cisco
11 20 (1.72%) Salesforce
12 16 (1.38%) Oracle
13 14 (1.21%) Palantir
14 11 (0.95%) Alteryx
15 10 (0.86%) Bloomberg
16 8 (0.69%) Foundry
17 7 (0.60%) ServiceNow
17 7 (0.60%) Talend
18 5 (0.43%) BT