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

6 months to
30 Apr 2026
Same period 2025 Same period 2024
Rank 157 127 121
Rank change year-on-year -30 -6 -46
Permanent jobs citing Data Science 1,168 1,037 2,265
As % of all permanent jobs in the UK 1.30% 2.45% 2.37%
As % of the Processes & Methodologies category 1.74% 2.63% 2.76%
Number of salaries quoted 631 534 1,306
10th Percentile £46,022 £44,590 £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 £88,750
90th Percentile £100,000 £115,000 £115,000
UK excluding London median annual salary £62,500 £63,652 £57,500
% change year-on-year -1.81% +10.70% -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 67,118 39,358 81,956
As % of all permanent jobs advertised in the UK 74.74% 92.84% 85.64%
Number of salaries quoted 41,692 22,603 59,642
10th Percentile £30,000 £31,000 £29,000
25th Percentile £40,000 £42,500 £40,000
Median annual salary (50th Percentile) £57,946 £60,000 £55,000
Median % change year-on-year -3.42% +9.09% -10.57%
75th Percentile £78,344 £80,000 £72,500
90th Percentile £100,000 £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 30 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 30 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 -19 1,089 £70,000 - 592
London +8 553 £80,000 -3.03% 309
UK excluding London -53 527 £62,500 -1.81% 409
Work from Home -6 363 £66,720 +4.25% 216
South East -23 154 £62,500 +4.17% 133
North of England -25 136 £66,720 +8.93% 109
North West +18 97 £70,466 +17.44% 55
South West -47 96 £60,000 -14.29% 48
Midlands -28 84 £62,500 +8.70% 56
East Midlands -25 45 £62,500 -16.67% 31
West Midlands -35 39 £62,500 +11.18% 25
East of England -14 38 £86,725 +19.62% 32
Yorkshire -70 34 £62,500 +3.18% 37
Scotland -54 12 £90,000 +56.52% 19
North East -31 5 £64,610 +3.38% 17
Wales -30 4 £39,511 -50.61% 7
Northern Ireland -41 3 - - 13

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 90 (7.71%) Apache Spark
2 76 (6.51%) Apache Airflow
3 22 (1.88%) Apache
3 22 (1.88%) ArcGIS
3 22 (1.88%) SharePoint
4 10 (0.86%) Jupyter
5 6 (0.51%) SAS
6 5 (0.43%) Confluence
6 5 (0.43%) GeoServer
6 5 (0.43%) IIS
7 3 (0.26%) Apache Superset
7 3 (0.26%) CMS
8 1 (0.086%) Apache Pulsar
8 1 (0.086%) Palantir Foundry
8 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
1 334 (28.60%) AWS
2 317 (27.14%) Azure
3 215 (18.41%) GCP
4 152 (13.01%) Power Platform
5 89 (7.62%) Snowflake
6 60 (5.14%) dbt
7 48 (4.11%) Azure Machine Learning
7 48 (4.11%) Azure Synapse Analytics
8 36 (3.08%) Azure Data Factory
9 29 (2.48%) Azure DevOps
10 28 (2.40%) Amazon SageMaker
10 28 (2.40%) Azure AI
11 25 (2.14%) SaaS
11 25 (2.14%) Serverless
11 25 (2.14%) Vertex AI
12 19 (1.63%) Amazon S3
13 18 (1.54%) Dagster
13 18 (1.54%) GitHub
14 17 (1.46%) AWS Lambda
15 16 (1.37%) 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 3 (0.26%) Firewall
6 3 (0.26%) TCP/IP
7 2 (0.17%) Kerberos
7 2 (0.17%) MQTT
7 2 (0.17%) Tactical Data Link
8 1 (0.086%) Bluetooth
8 1 (0.086%) LTE
8 1 (0.086%) Modbus
8 1 (0.086%) Network Security
8 1 (0.086%) Wi-Fi
Database & Business Intelligence
1 146 (12.50%) Power BI
2 141 (12.07%) Data Warehouse
3 97 (8.30%) Data Lake
4 95 (8.13%) Tableau
5 72 (6.16%) 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 27 (2.31%) MySQL
13 27 (2.31%) QGIS
13 27 (2.31%) Relational Database
14 26 (2.23%) Delta Lake
15 25 (2.14%) Snowflake Schema
15 25 (2.14%) SQL Server
Development Applications
1 78 (6.68%) 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 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
1 246 (21.06%) Social Skills
2 243 (20.80%) Finance
3 231 (19.78%) Analytical Skills
4 100 (8.56%) Inclusion and Diversity
5 75 (6.42%) Marketing
6 60 (5.14%) Retail
7 59 (5.05%) Banking
8 47 (4.02%) Public Sector
9 44 (3.77%) Pharmaceutical
10 43 (3.68%) Law
11 22 (1.88%) Legal
12 20 (1.71%) Financial Institution
13 19 (1.63%) Advertising
13 19 (1.63%) 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
18 10 (0.86%) Games
Job Titles
1 352 (30.14%) Data Scientist
2 273 (23.37%) Senior
3 168 (14.38%) Data Engineer
4 167 (14.30%) Senior Data Scientist
5 145 (12.41%) Lead
6 73 (6.25%) Consultant
7 72 (6.16%) Software Engineer
8 62 (5.31%) Analyst
9 59 (5.05%) Developer
10 43 (3.68%) Data Analyst
10 43 (3.68%) Senior Data Engineer
11 38 (3.25%) Lead Data Scientist
12 33 (2.83%) Artificial Intelligence Consultant
13 31 (2.65%) Systems Engineer
14 30 (2.57%) Architect
14 30 (2.57%) Scala Engineer
15 29 (2.48%) Data Consultant
16 28 (2.40%) Product Specialist
17 25 (2.14%) Python Engineer
18 24 (2.05%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 138 (11.82%) PyTorch
2 101 (8.65%) TensorFlow
3 67 (5.74%) scikit-learn
4 55 (4.71%) LangChain
5 49 (4.20%) Kafka
6 47 (4.02%) gRPC
7 39 (3.34%) React
8 37 (3.17%) PySpark
9 35 (3.00%) Pandas
10 29 (2.48%) LlamaIndex
11 25 (2.14%) pgvector
12 21 (1.80%) Django
12 21 (1.80%) HTML
12 21 (1.80%) RESTful
13 18 (1.54%) REST
14 16 (1.37%) CSS
14 16 (1.37%) FastAPI
15 13 (1.11%) Node.js
15 13 (1.11%) NumPy
15 13 (1.11%) Vue
Miscellaneous
1 101 (8.65%) Algorithms
2 72 (6.16%) Distributed Systems
3 67 (5.74%) Life Science
4 60 (5.14%) Video\Live Streaming
5 56 (4.79%) Cloud Native
6 51 (4.37%) Over-the-Top Content
7 44 (3.77%) Product Ownership
8 32 (2.74%) 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 22 (1.88%) Greenfield Project
15 20 (1.71%) Onboarding
16 16 (1.37%) Enterprise Software
17 13 (1.11%) Low-Code
17 13 (1.11%) Self-Motivation
18 12 (1.03%) Pharmacovigilance
19 11 (0.94%) Virtual Team
Operating Systems
1 9 (0.77%) 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
1 567 (48.54%) AI
2 559 (47.86%) Machine Learning
3 513 (43.92%) Analytics
4 253 (21.66%) Problem-Solving
5 241 (20.63%) Data Engineering
6 231 (19.78%) Decision-Making
7 226 (19.35%) Agile
8 210 (17.98%) CI/CD
9 200 (17.12%) Business Intelligence
10 198 (16.95%) Data Pipeline
11 184 (15.75%) Computer Science
12 178 (15.24%) Data Modelling
13 170 (14.55%) Software Engineering
14 155 (13.27%) Use Case
15 154 (13.18%) Mentoring
16 153 (13.10%) ETL
16 153 (13.10%) Visualisation
17 142 (12.16%) Generative AI
18 141 (12.07%) MLOps
19 128 (10.96%) Data Management
Programming Languages
1 610 (52.23%) Python
2 317 (27.14%) SQL
3 97 (8.30%) Scala
4 80 (6.85%) Java
5 70 (5.99%) R
6 63 (5.39%) Go
7 32 (2.74%) JavaScript
8 26 (2.23%) C++
9 18 (1.54%) VBA
10 16 (1.37%) TypeScript
11 14 (1.20%) C#
12 12 (1.03%) Bash
12 12 (1.03%) Rust
13 9 (0.77%) C
14 8 (0.68%) PHP
14 8 (0.68%) T-SQL
15 7 (0.60%) Bicep
16 6 (0.51%) Julia
16 6 (0.51%) PowerShell
17 5 (0.43%) Data Analysis Expressions
Qualifications
1 319 (27.31%) Degree
2 135 (11.56%) Security Cleared
3 109 (9.33%) Master's Degree
4 68 (5.82%) Computer Science Degree
5 62 (5.31%) DV Cleared
6 61 (5.22%) SC Cleared
7 57 (4.88%) PhD
8 33 (2.83%) DBS Check
9 17 (1.46%) Azure Certification
10 16 (1.37%) MBA
11 11 (0.94%) Numerate Degree
12 10 (0.86%) APMP
13 8 (0.68%) 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
1 152 (13.01%) Data Quality
2 60 (5.14%) GDPR
3 50 (4.28%) Accessibility
4 34 (2.91%) QA
5 25 (2.14%) California Consumer Privacy Act
6 17 (1.46%) GxP
7 14 (1.20%) Solvency II
8 12 (1.03%) EU AI Act
8 12 (1.03%) HIPAA
8 12 (1.03%) PSD2
9 10 (0.86%) Actionable Recommendations
10 3 (0.26%) PERC
11 2 (0.17%) 21 CFR Part 11
11 2 (0.17%) IFRS
11 2 (0.17%) IFRS 17
12 1 (0.086%) GMP
12 1 (0.086%) GRC
12 1 (0.086%) ISO/IEC 27001
12 1 (0.086%) NCSC
12 1 (0.086%) NIST
System Software
1 114 (9.76%) Docker
2 4 (0.34%) Active Directory
3 2 (0.17%) Firmware
3 2 (0.17%) IAG
4 1 (0.086%) Virtual Desktop
Systems Management
1 69 (5.91%) Kubernetes
2 47 (4.02%) Terraform
3 8 (0.68%) 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
1 165 (14.13%) Databricks
2 76 (6.51%) Google
3 72 (6.16%) Microsoft
4 49 (4.20%) Dell
5 45 (3.85%) Typelevel
6 31 (2.65%) Informatica
7 26 (2.23%) OpenAI
8 25 (2.14%) Teradata
9 24 (2.05%) Denodo
10 23 (1.97%) Cloudera
11 20 (1.71%) 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