Data Science Jobs

Data Science
UK

The table below provides summary statistics for permanent job vacancies requiring Data Science skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Science over the 6 months leading up to 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 140 124 81
Rank change year-on-year -16 -43 -24
Permanent jobs citing Data Science 1,246 2,276 3,852
As % of all permanent jobs advertised in the UK 2.28% 2.23% 3.93%
As % of the Processes & Methodologies category 2.43% 2.64% 4.12%
Number of salaries quoted 496 1,257 1,645
10th Percentile £42,500 £41,700 £45,000
25th Percentile £52,500 £47,500 £55,000
Median annual salary (50th Percentile) £71,991 £65,000 £70,000
Median % change year-on-year +10.76% -7.14% -
75th Percentile £95,000 £90,000 £91,250
90th Percentile £115,000 £114,500 £110,000
UK excluding London median annual salary £63,076 £55,000 £64,598
% change year-on-year +14.68% -14.86% +7.66%

All Process and 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 51,242 86,144 93,565
As % of all permanent jobs advertised in the UK 93.71% 84.33% 95.55%
Number of salaries quoted 25,211 60,433 55,406
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,645 £50,000 £55,000
% change year-on-year +3.29% -9.09% +4.76%

Data Science
Job Vacancy Trend

Job postings citing Data Science as a proportion of all IT jobs advertised.

Job vacancy trend for Data Science in the UK

Data Science
Salary Trend

3-month moving average salary quoted in jobs citing Data Science.

Salary trend for Data Science in the UK

Data Science
Salary Histogram

Salary distribution for jobs citing Data Science over the 6 months to 28 May 2025.

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 28 May 2025. 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 -20 1,148 £72,246 +11.15% 5,412
UK excluding London -38 565 £63,076 +14.68% 4,383
Work from Home -4 558 £65,000 +8.33% 3,023
London +1 542 £82,500 +3.13% 1,772
South East -32 188 £60,000 - 1,440
South West +54 108 £70,000 +16.67% 459
North of England -99 91 £58,500 +17.00% 966
Midlands -57 66 £56,218 +2.21% 683
East of England +20 54 £78,369 +39.32% 564
North West -112 52 £57,500 +15.00% 488
Scotland +60 49 £70,000 - 244
West Midlands -34 42 £57,500 +4.55% 365
Yorkshire +17 33 £63,652 +15.73% 370
East Midlands +12 22 £40,000 -15.79% 272
North East +21 6 £57,250 +20.53% 111
Wales +24 5 £80,000 +68.42% 109
Northern Ireland +39 4 - - 56

Data Science
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 85 (6.82%) Apache Spark
2 42 (3.37%) Apache Airflow
3 37 (2.97%) SharePoint
4 36 (2.89%) Apache
5 24 (1.93%) Jupyter
6 16 (1.28%) SAS
7 13 (1.04%) nginx
8 5 (0.40%) Luigi
9 4 (0.32%) ArcGIS
10 2 (0.16%) Oracle Workflow
11 1 (0.080%) CMS
11 1 (0.080%) Confluence
11 1 (0.080%) IBM Domino
Applications
1 36 (2.89%) Microsoft Excel
2 16 (1.28%) Chatbot
3 10 (0.80%) Microsoft PowerPoint
4 4 (0.32%) Microsoft Project
4 4 (0.32%) SPSS
5 3 (0.24%) Adobe XD
5 3 (0.24%) Microsoft Office
5 3 (0.24%) Sketch
6 2 (0.16%) MS Visio
7 1 (0.080%) SPSS Modeler
7 1 (0.080%) Stata
Business Applications
1 2 (0.16%) Oracle EBS
1 2 (0.16%) Shopify
2 1 (0.080%) Maximo
2 1 (0.080%) Oracle Applications
2 1 (0.080%) Payment Gateway
Cloud Services
1 552 (44.30%) Azure
2 491 (39.41%) AWS
3 363 (29.13%) GCP
4 268 (21.51%) Serverless
5 251 (20.14%) AWS Lambda
6 168 (13.48%) Power Platform
7 50 (4.01%) Azure Data Factory
8 48 (3.85%) SaaS
9 45 (3.61%) Snowflake
10 42 (3.37%) Azure Synapse Analytics
11 41 (3.29%) GitHub
12 40 (3.21%) Amazon SageMaker
13 34 (2.73%) Amazon S3
14 30 (2.41%) Power Automate
15 29 (2.33%) PowerApps
16 27 (2.17%) Google Analytics
17 25 (2.01%) Azure Machine Learning
18 23 (1.85%) Cloud Computing
19 22 (1.77%) Azure DevOps
20 21 (1.69%) Amazon EC2
Communications & Networking
1 215 (17.26%) Broadband
2 6 (0.48%) MQTT
3 5 (0.40%) SMS
3 5 (0.40%) VPN
4 4 (0.32%) 4G
4 4 (0.32%) 5G
4 4 (0.32%) Unified Communications
4 4 (0.32%) WAN
5 3 (0.24%) Internet
6 2 (0.16%) Network Security
7 1 (0.080%) Bluetooth
7 1 (0.080%) DNS
7 1 (0.080%) Ethernet
7 1 (0.080%) Intranet
7 1 (0.080%) Intrusion Detection
7 1 (0.080%) LoRaWAN
7 1 (0.080%) Modbus
7 1 (0.080%) PuTTY
7 1 (0.080%) SAN
7 1 (0.080%) VSAN
Database & Business Intelligence
1 166 (13.32%) Power BI
2 150 (12.04%) Tableau
3 133 (10.67%) Big Data
4 118 (9.47%) Data Lake
5 99 (7.95%) Data Warehouse
6 49 (3.93%) NoSQL
7 45 (3.61%) Hadoop
8 37 (2.97%) Relational Database
9 33 (2.65%) Metadata
10 31 (2.49%) PostgreSQL
10 31 (2.49%) SQL Server
11 30 (2.41%) Data Mining
12 28 (2.25%) MongoDB
12 28 (2.25%) MySQL
13 24 (1.93%) Amazon Redshift
14 23 (1.85%) BigQuery
15 22 (1.77%) Elasticsearch
16 21 (1.69%) DynamoDB
17 16 (1.28%) Neo4j
18 15 (1.20%) Delta Lake
Development Applications
1 68 (5.46%) Git
2 18 (1.44%) JIRA
3 15 (1.20%) GitLab
4 11 (0.88%) Jenkins
5 8 (0.64%) TeamCity
6 7 (0.56%) Octopus Deploy
7 6 (0.48%) Bitbucket
8 5 (0.40%) MLflow
8 5 (0.40%) webpack
9 4 (0.32%) CircleCI
9 4 (0.32%) ERwin
9 4 (0.32%) Subversion
10 3 (0.24%) Babel
10 3 (0.24%) gulp
10 3 (0.24%) Visual Studio
11 2 (0.16%) Artifactory
11 2 (0.16%) ER Studio
11 2 (0.16%) PowerDesigner
11 2 (0.16%) Vite
12 1 (0.080%) Postman
General
1 527 (42.30%) Analytical Skills
2 371 (29.78%) Social Skills
3 278 (22.31%) Finance
4 206 (16.53%) Law
5 120 (9.63%) Inclusion and Diversity
6 95 (7.62%) Marketing
7 86 (6.90%) Banking
8 79 (6.34%) Retail
9 53 (4.25%) Influencing Skills
10 45 (3.61%) Public Sector
11 38 (3.05%) Manufacturing
12 33 (2.65%) Pharmaceutical
13 27 (2.17%) Legal
14 25 (2.01%) Games
15 20 (1.61%) Tech for Good
16 18 (1.44%) Publishing
17 17 (1.36%) Presentation Skills
18 16 (1.28%) Advertising
18 16 (1.28%) Health Technology
19 12 (0.96%) Automotive
Job Titles
1 502 (40.29%) Senior
2 230 (18.46%) Machine Learning Engineer
3 222 (17.82%) Data Scientist
4 181 (14.53%) Lead
5 115 (9.23%) Data Engineer
6 111 (8.91%) Senior Data Scientist
7 101 (8.11%) Developer
8 93 (7.46%) Analyst
9 44 (3.53%) Architect
9 44 (3.53%) Data Analyst
10 36 (2.89%) Data Manager
11 35 (2.81%) Senior Data Engineer
12 34 (2.73%) Software Engineer
13 33 (2.65%) Senior Developer
14 27 (2.17%) Senior Manager
15 26 (2.09%) Lead Data Scientist
16 23 (1.85%) Lead Data Engineer
17 20 (1.61%) Product Manager
17 20 (1.61%) Solutions Architect
18 18 (1.44%) Python Developer
Libraries, Frameworks & Software Standards
1 83 (6.66%) React
2 71 (5.70%) PyTorch
3 67 (5.38%) TensorFlow
4 55 (4.41%) PySpark
4 55 (4.41%) scikit-learn
5 49 (3.93%) Pandas
6 47 (3.77%) Kafka
7 42 (3.37%) NumPy
8 38 (3.05%) .NET
8 38 (3.05%) RESTful
9 33 (2.65%) CSS
10 31 (2.49%) HTML
11 29 (2.33%) Node.js
12 23 (1.85%) SciPy
13 19 (1.52%) OpenCV
14 17 (1.36%) .NET Framework
15 16 (1.28%) AngularJS
16 15 (1.20%) Keras
17 14 (1.12%) ARM Templates
17 14 (1.12%) Swagger
Miscellaneous
1 238 (19.10%) Self-Motivation
2 218 (17.50%) Algorithms
3 52 (4.17%) Analytical Mindset
4 46 (3.69%) Cyberattack
5 44 (3.53%) Management Information System
6 37 (2.97%) Product Ownership
7 34 (2.73%) Cloud Native
8 23 (1.85%) Robotics
9 20 (1.61%) Credit Risk
10 19 (1.52%) Enterprise Software
11 18 (1.44%) Data Structures
11 18 (1.44%) Virtual Team
12 17 (1.36%) Life Science
13 14 (1.12%) Reinsurance
14 13 (1.04%) Greenfield Project
15 12 (0.96%) IoT
16 10 (0.80%) Data Protection Act
17 9 (0.72%) Distributed Systems
17 9 (0.72%) Legacy Systems
17 9 (0.72%) Public Cloud
Operating Systems
1 32 (2.57%) Linux
2 11 (0.88%) Unix
2 11 (0.88%) Windows
3 4 (0.32%) Ubuntu
4 3 (0.24%) Embedded Linux
4 3 (0.24%) VMS
5 2 (0.16%) Windows Server
5 2 (0.16%) Windows Vista
6 1 (0.080%) Red Hat Enterprise Linux
Processes & Methodologies
1 687 (55.14%) Machine Learning
2 593 (47.59%) Analytics
3 517 (41.49%) Problem-Solving
4 492 (39.49%) Agile
5 415 (33.31%) Artificial Intelligence
6 381 (30.58%) Mentoring
7 337 (27.05%) CI/CD
8 331 (26.57%) Computer Science
9 273 (21.91%) Visualisation
10 236 (18.94%) Creative Thinking
11 231 (18.54%) Personalization
12 228 (18.30%) Performance Metrics
13 227 (18.22%) Decision-Making
14 222 (17.82%) Data Engineering
15 218 (17.50%) Clean Code
16 214 (17.17%) Business Intelligence
17 205 (16.45%) Statistics
18 194 (15.57%) DevOps
19 191 (15.33%) Mathematics
20 175 (14.04%) Roadmaps
Programming Languages
1 781 (62.68%) Python
2 351 (28.17%) SQL
3 258 (20.71%) TypeScript
4 89 (7.14%) JavaScript
4 89 (7.14%) R
5 86 (6.90%) Java
6 55 (4.41%) C#
7 40 (3.21%) C++
7 40 (3.21%) Scala
8 16 (1.28%) MATLAB
9 11 (0.88%) Bash
10 10 (0.80%) Go
10 10 (0.80%) SPARQL
11 9 (0.72%) C
12 8 (0.64%) Bicep
13 7 (0.56%) Data Analysis Expressions
14 6 (0.48%) Julia
14 6 (0.48%) VBA
15 5 (0.40%) PL/SQL
15 5 (0.40%) T-SQL
Qualifications
1 696 (55.86%) Degree
2 329 (26.40%) PhD
3 201 (16.13%) Master's Degree
4 126 (10.11%) Computer Science Degree
5 82 (6.58%) Security Cleared
6 57 (4.57%) DV Cleared
7 46 (3.69%) Azure Certification
8 35 (2.81%) Numerate Degree
9 21 (1.69%) SC Cleared
10 20 (1.61%) AWS Certification
11 19 (1.52%) DBS Check
12 11 (0.88%) Microsoft Certification
12 11 (0.88%) Postgraduate
13 6 (0.48%) BPSS Clearance
13 6 (0.48%) Six Sigma Black Belt
14 5 (0.40%) PMI Certification
14 5 (0.40%) PMP
15 4 (0.32%) SAP Certification
16 3 (0.24%) AWS Certified Solutions Architect
16 3 (0.24%) CISSP
Quality Assurance & Compliance
1 138 (11.08%) Data Quality
2 44 (3.53%) GDPR
3 30 (2.41%) Accessibility
3 30 (2.41%) QA
4 29 (2.33%) California Consumer Privacy Act
5 20 (1.61%) Actionable Recommendations
6 11 (0.88%) PCI DSS
7 4 (0.32%) Basel II
7 4 (0.32%) Basel III
7 4 (0.32%) Dodd-Frank
7 4 (0.32%) IFRS
7 4 (0.32%) IFRS 9
7 4 (0.32%) ISO/IEC 27001
8 2 (0.16%) HIPAA
8 2 (0.16%) NIST
9 1 (0.080%) Cyber Essentials
9 1 (0.080%) EU AI Act
9 1 (0.080%) ISO 9001
9 1 (0.080%) JTAG
9 1 (0.080%) SLA
System Software
1 129 (10.35%) Docker
2 12 (0.96%) HDFS
3 6 (0.48%) Active Directory
4 4 (0.32%) Virtual Machines
5 1 (0.080%) Apache Flume
5 1 (0.080%) Embedded Firmware
5 1 (0.080%) Firmware
5 1 (0.080%) Virtual Desktop
5 1 (0.080%) VMware Infrastructure
5 1 (0.080%) VMware NSX
Systems Management
1 114 (9.15%) Kubernetes
2 55 (4.41%) Terraform
3 10 (0.80%) Grafana
4 9 (0.72%) Prometheus
5 8 (0.64%) Ansible
6 4 (0.32%) Kibana
7 3 (0.24%) Packer
8 2 (0.16%) EnCase
8 2 (0.16%) FTK
8 2 (0.16%) logstash
8 2 (0.16%) Progress Chef
8 2 (0.16%) RSA Security Analytics
9 1 (0.080%) Argo
9 1 (0.080%) Bugsnag
9 1 (0.080%) Oozie
9 1 (0.080%) Oracle RMAN
9 1 (0.080%) Puppet
9 1 (0.080%) Single Sign-On
Vendors
1 149 (11.96%) Microsoft
2 122 (9.79%) Databricks
3 120 (9.63%) Google
4 38 (3.05%) ServiceNow
5 37 (2.97%) OpenAI
5 37 (2.97%) SAP
6 31 (2.49%) Oracle
7 19 (1.52%) Adobe
8 18 (1.44%) Salesforce
9 16 (1.28%) PayPal
10 14 (1.12%) Informatica
10 14 (1.12%) Marketo
10 14 (1.12%) Salesforce Marketing Cloud
11 11 (0.88%) Workday
12 8 (0.64%) Teradata
13 6 (0.48%) Foundry
13 6 (0.48%) Palantir
13 6 (0.48%) Red Hat
13 6 (0.48%) Yahoo!
14 5 (0.40%) Talend