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

6 months to
25 Apr 2026
Same period 2025 Same period 2024
Rank 159 125 119
Rank change year-on-year -34 -6 -46
Permanent jobs citing Data Science 1,155 1,038 2,257
As % of all permanent jobs in the UK 1.30% 2.46% 2.37%
As % of the Processes & Methodologies category 1.74% 2.65% 2.76%
Number of salaries quoted 619 534 1,303
10th Percentile £46,018 £44,590 £42,250
25th Percentile £55,000 £53,750 £47,750
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% -10.03%
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% -10.99%

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 66,454 39,098 81,741
As % of all permanent jobs advertised in the UK 75.05% 92.85% 85.76%
Number of salaries quoted 41,096 22,768 59,613
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% -10.90%
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 25 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 25 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 1,077 £70,000 -2.77% 539
London +10 555 £80,000 -3.03% 237
UK excluding London -56 513 £62,500 -1.98% 437
Work from Home -20 360 £66,720 +4.25% 345
South East -35 150 £63,750 +6.25% 143
North of England -10 134 £66,720 +8.93% 113
North West +14 95 £70,000 +16.67% 62
South West -60 92 £60,000 -14.29% 56
Midlands -42 82 £62,500 +8.70% 57
East Midlands -38 44 £62,500 -16.67% 33
West Midlands -40 38 £58,750 +6.82% 24
East of England -24 36 £86,725 +19.62% 38
Yorkshire -66 34 £62,500 +3.18% 35
Scotland -57 12 £90,000 +56.52% 16
North East -42 5 £64,610 +3.38% 16
Wales -27 4 £39,511 -50.61% 8
Northern Ireland -38 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 (7.62%) Apache Spark
2 75 (6.49%) Apache Airflow
3 22 (1.90%) ArcGIS
3 22 (1.90%) 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 42 (3.64%) 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
1 339 (29.35%) AWS
2 321 (27.79%) Azure
3 214 (18.53%) GCP
4 155 (13.42%) Power Platform
5 89 (7.71%) Snowflake
6 60 (5.19%) dbt
7 48 (4.16%) Azure Machine Learning
8 47 (4.07%) Azure Synapse Analytics
9 35 (3.03%) Amazon SageMaker
9 35 (3.03%) Azure AI
9 35 (3.03%) Azure Data Factory
10 32 (2.77%) Vertex AI
11 28 (2.42%) Azure DevOps
12 25 (2.16%) SaaS
13 23 (1.99%) Serverless
14 19 (1.65%) Amazon S3
15 18 (1.56%) Dagster
16 17 (1.47%) GitHub
17 16 (1.39%) AWS Lambda
17 16 (1.39%) Microsoft 365
Communications & Networking
1 81 (7.01%) 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
1 149 (12.90%) Power BI
2 143 (12.38%) Data Warehouse
3 99 (8.57%) Tableau
4 98 (8.48%) Data Lake
5 72 (6.23%) BigQuery
6 59 (5.11%) Amazon Redshift
6 59 (5.11%) Elasticsearch
7 50 (4.33%) Looker
8 49 (4.24%) NoSQL
9 40 (3.46%) Metadata
10 39 (3.38%) MongoDB
10 39 (3.38%) PostgreSQL
11 37 (3.20%) GIS
12 34 (2.94%) Big Data
13 27 (2.34%) QGIS
14 26 (2.25%) MySQL
14 26 (2.25%) Relational Database
15 25 (2.16%) Snowflake Schema
15 25 (2.16%) SQL Server
16 24 (2.08%) Delta Lake
Development Applications
1 77 (6.67%) Git
2 58 (5.02%) 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
1 255 (22.08%) Finance
2 244 (21.13%) Social Skills
3 234 (20.26%) Analytical Skills
4 99 (8.57%) Inclusion and Diversity
5 82 (7.10%) Marketing
6 67 (5.80%) Banking
7 66 (5.71%) Retail
8 51 (4.42%) Pharmaceutical
9 47 (4.07%) Public Sector
10 41 (3.55%) Law
11 22 (1.90%) Financial Institution
11 22 (1.90%) Legal
12 19 (1.65%) Advertising
12 19 (1.65%) Manufacturing
13 15 (1.30%) Influencing Skills
13 15 (1.30%) Organisational Skills
14 12 (1.04%) Telecoms
15 11 (0.95%) Agriculture
15 11 (0.95%) Documentation Skills
16 9 (0.78%) Games
Job Titles
1 338 (29.26%) Data Scientist
2 268 (23.20%) Senior
3 165 (14.29%) Data Engineer
4 158 (13.68%) Senior Data Scientist
5 149 (12.90%) Lead
6 74 (6.41%) Consultant
7 72 (6.23%) Software Engineer
8 66 (5.71%) 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 (2.68%) Systems Engineer
15 30 (2.60%) Data Consultant
15 30 (2.60%) Scala Engineer
16 29 (2.51%) Architect
17 28 (2.42%) Product Specialist
18 27 (2.34%) Python Engineer
19 24 (2.08%) Data Management Specialist
Libraries, Frameworks & Software Standards
1 135 (11.69%) PyTorch
2 98 (8.48%) TensorFlow
3 67 (5.80%) scikit-learn
4 55 (4.76%) LangChain
5 49 (4.24%) Kafka
6 47 (4.07%) gRPC
7 39 (3.38%) React
8 37 (3.20%) PySpark
9 35 (3.03%) Pandas
10 29 (2.51%) LlamaIndex
11 25 (2.16%) pgvector
12 22 (1.90%) 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 14 (1.21%) Vue
18 13 (1.13%) Node.js
18 13 (1.13%) NumPy
Miscellaneous
1 97 (8.40%) Algorithms
2 73 (6.32%) Life Science
3 72 (6.23%) 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 (2.68%) Data Structures
9 29 (2.51%) Management Information System
10 27 (2.34%) AI Agents
11 26 (2.25%) Clustering
12 25 (2.16%) Social Media
13 24 (2.08%) Public Cloud
14 22 (1.90%) Greenfield Project
15 20 (1.73%) Onboarding
16 19 (1.65%) 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
1 565 (48.92%) AI
2 556 (48.14%) Machine Learning
3 515 (44.59%) Analytics
4 254 (21.99%) Problem-Solving
5 240 (20.78%) Data Engineering
6 229 (19.83%) Decision-Making
7 224 (19.39%) Agile
8 208 (18.01%) CI/CD
9 205 (17.75%) Business Intelligence
10 194 (16.80%) Data Pipeline
11 191 (16.54%) Computer Science
12 178 (15.41%) Data Modelling
13 165 (14.29%) Software Engineering
14 160 (13.85%) Use Case
15 153 (13.25%) ETL
16 152 (13.16%) Mentoring
16 152 (13.16%) Visualisation
17 141 (12.21%) Generative AI
18 138 (11.95%) MLOps
19 126 (10.91%) Data Management
Programming Languages
1 608 (52.64%) Python
2 320 (27.71%) SQL
3 96 (8.31%) Scala
4 79 (6.84%) Java
5 72 (6.23%) R
6 63 (5.45%) 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
1 327 (28.31%) Degree
2 130 (11.26%) Security Cleared
3 114 (9.87%) Master's Degree
4 76 (6.58%) Computer Science Degree
5 60 (5.19%) SC Cleared
6 59 (5.11%) DV Cleared
7 55 (4.76%) PhD
8 31 (2.68%) DBS Check
9 17 (1.47%) Azure Certification
10 16 (1.39%) MBA
11 15 (1.30%) Numerate Degree
12 10 (0.87%) APMP
13 8 (0.69%) Microsoft Certification
14 7 (0.61%) 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 (13.07%) Data Quality
2 66 (5.71%) GDPR
3 50 (4.33%) Accessibility
4 32 (2.77%) QA
5 25 (2.16%) California Consumer Privacy Act
6 20 (1.73%) Solvency II
7 19 (1.65%) EU AI Act
7 19 (1.65%) HIPAA
7 19 (1.65%) 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 (9.87%) 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 (5.97%) Kubernetes
2 46 (3.98%) 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 (14.29%) Databricks
2 83 (7.19%) Google
3 71 (6.15%) Microsoft
4 49 (4.24%) Dell
5 45 (3.90%) Typelevel
6 31 (2.68%) Informatica
7 26 (2.25%) OpenAI
8 25 (2.16%) 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