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 3 July 2025, comparing them to the same period in the previous two years.

6 months to
3 Jul 2025
Same period 2024 Same period 2023
Rank 140 133 98
Rank change year-on-year -7 -35 -45
Permanent jobs citing Data Science 1,317 2,151 2,964
As % of all permanent jobs advertised in the UK 2.24% 1.99% 3.33%
As % of the Processes & Methodologies category 2.46% 2.42% 3.49%
Number of salaries quoted 507 1,145 1,513
10th Percentile £42,500 £42,371 £45,000
25th Percentile £52,500 £48,750 £55,000
Median annual salary (50th Percentile) £75,000 £67,500 £70,000
Median % change year-on-year +11.11% -3.57% -0.71%
75th Percentile £95,500 £90,000 £90,000
90th Percentile £115,000 £111,250 £110,000
UK excluding London median annual salary £64,000 £57,500 £62,500
% change year-on-year +11.30% -8.00% +4.17%

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 53,555 88,965 84,828
As % of all permanent jobs advertised in the UK 91.01% 82.48% 95.32%
Number of salaries quoted 27,659 61,319 52,810
10th Percentile £27,367 £29,750 £33,750
25th Percentile £38,500 £40,000 £45,000
Median annual salary (50th Percentile) £55,000 £55,000 £60,331
Median % change year-on-year - -8.84% +0.55%
75th Percentile £75,000 £72,500 £80,000
90th Percentile £96,250 £92,500 £100,000
UK excluding London median annual salary £50,000 £50,000 £55,000
% change year-on-year - -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 3 July 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 3 July 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 -2 1,228 £75,000 +11.11% 6,750
UK excluding London -33 617 £64,000 +11.30% 2,930
London +17 572 £82,500 +10.00% 4,223
Work from Home +15 559 £70,000 +9.19% 2,747
South East -8 235 £57,500 - 708
South West +69 112 £71,991 +19.99% 309
North of England -80 93 £57,500 - 824
Midlands -30 68 £59,625 +8.41% 379
North West -88 56 £56,250 -4.26% 518
East of England +35 55 £73,000 +24.26% 322
Scotland +48 46 £70,000 - 254
West Midlands -23 34 £63,750 +10.87% 238
East Midlands +33 32 £40,000 -15.79% 141
Yorkshire +8 30 £63,652 -3.92% 242
North East +21 7 £47,500 - 68
Wales +16 5 £67,562 +42.24% 93
Northern Ireland +40 4 - - 59

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
1 103 (7.82%) Apache Spark
2 44 (3.34%) Apache Airflow
3 42 (3.19%) SharePoint
4 35 (2.66%) Apache
5 23 (1.75%) Jupyter
6 15 (1.14%) SAS
7 8 (0.61%) nginx
8 7 (0.53%) ArcGIS
9 5 (0.38%) Luigi
10 3 (0.23%) Oracle Workflow
11 1 (0.076%) CMS
11 1 (0.076%) Confluence
11 1 (0.076%) IBM Domino
11 1 (0.076%) Mule
Applications
1 35 (2.66%) Microsoft Excel
2 11 (0.84%) Microsoft PowerPoint
3 10 (0.76%) Chatbot
4 6 (0.46%) Adobe XD
4 6 (0.46%) Sketch
5 4 (0.30%) Microsoft Project
5 4 (0.30%) SPSS
6 3 (0.23%) Microsoft Office
7 2 (0.15%) MS Visio
8 1 (0.076%) SPSS Modeler
8 1 (0.076%) Stata
8 1 (0.076%) Trello
Business Applications
1 3 (0.23%) Oracle EBS
1 3 (0.23%) Shopify
2 1 (0.076%) Maximo
2 1 (0.076%) Oracle Applications
2 1 (0.076%) Oracle ERP
2 1 (0.076%) Payment Gateway
2 1 (0.076%) SAP APO
2 1 (0.076%) SAP EWM
2 1 (0.076%) SAP IBP
2 1 (0.076%) SAP LE
2 1 (0.076%) SAP MM
2 1 (0.076%) SAP PP
2 1 (0.076%) SAP QM
2 1 (0.076%) SAP S/4HANA
2 1 (0.076%) SAP SCM
2 1 (0.076%) SAP SD
Cloud Services
1 604 (45.86%) Azure
2 550 (41.76%) AWS
3 394 (29.92%) GCP
4 293 (22.25%) Serverless
5 267 (20.27%) AWS Lambda
6 164 (12.45%) Power Platform
7 61 (4.63%) Amazon S3
8 47 (3.57%) SaaS
8 47 (3.57%) Snowflake
9 45 (3.42%) Azure Data Factory
10 44 (3.34%) Amazon SageMaker
10 44 (3.34%) GitHub
10 44 (3.34%) Vertex AI
11 36 (2.73%) Amazon EKS
12 35 (2.66%) Azure Synapse Analytics
13 31 (2.35%) Cloud Computing
14 30 (2.28%) Azure Machine Learning
14 30 (2.28%) Power Automate
14 30 (2.28%) PowerApps
15 29 (2.20%) Azure AI
Communications & Networking
1 215 (16.32%) Broadband
2 6 (0.46%) MQTT
3 5 (0.38%) 4G
3 5 (0.38%) 5G
3 5 (0.38%) Unified Communications
3 5 (0.38%) WAN
4 4 (0.30%) Internet
4 4 (0.30%) SMS
4 4 (0.30%) VPN
5 3 (0.23%) PuTTY
6 2 (0.15%) Bluetooth
6 2 (0.15%) Ethernet
6 2 (0.15%) LoRaWAN
6 2 (0.15%) Modbus
6 2 (0.15%) Network Security
7 1 (0.076%) DNS
7 1 (0.076%) Intranet
7 1 (0.076%) Intrusion Detection
Database & Business Intelligence
1 161 (12.22%) Power BI
2 137 (10.40%) Big Data
3 136 (10.33%) Tableau
4 125 (9.49%) Data Lake
5 96 (7.29%) Data Warehouse
6 55 (4.18%) Metadata
6 55 (4.18%) NoSQL
7 46 (3.49%) DynamoDB
7 46 (3.49%) Hadoop
8 44 (3.34%) Data Mining
9 40 (3.04%) SQL Server
10 38 (2.89%) PostgreSQL
11 36 (2.73%) Delta Lake
12 32 (2.43%) MySQL
13 28 (2.13%) MongoDB
14 27 (2.05%) Relational Database
14 27 (2.05%) Spark SQL
15 22 (1.67%) BigQuery
16 21 (1.59%) Elasticsearch
17 19 (1.44%) Amazon Athena
Development Applications
1 70 (5.32%) Git
2 24 (1.82%) MLflow
3 17 (1.29%) JIRA
4 16 (1.21%) GitLab
5 15 (1.14%) Jenkins
6 10 (0.76%) TeamCity
7 9 (0.68%) Octopus Deploy
8 5 (0.38%) webpack
9 4 (0.30%) Bitbucket
9 4 (0.30%) CircleCI
9 4 (0.30%) Spinnaker
9 4 (0.30%) Subversion
10 3 (0.23%) Babel
10 3 (0.23%) ERwin
10 3 (0.23%) gulp
10 3 (0.23%) Visual Studio
11 2 (0.15%) Artifactory
11 2 (0.15%) ER Studio
11 2 (0.15%) PowerDesigner
11 2 (0.15%) Vite
General
1 540 (41.00%) Analytical Skills
2 406 (30.83%) Social Skills
3 302 (22.93%) Finance
4 293 (22.25%) Law
5 145 (11.01%) Inclusion and Diversity
6 114 (8.66%) Retail
7 110 (8.35%) Marketing
8 80 (6.07%) Banking
9 61 (4.63%) Influencing Skills
10 47 (3.57%) Public Sector
11 44 (3.34%) Legal
12 38 (2.89%) Manufacturing
13 27 (2.05%) Games
14 19 (1.44%) Publishing
15 18 (1.37%) Pharmaceutical
15 18 (1.37%) Tech for Good
16 16 (1.21%) Advertising
16 16 (1.21%) Health Technology
17 15 (1.14%) Financial Institution
18 14 (1.06%) Electronics
Job Titles
1 541 (41.08%) Senior
2 252 (19.13%) Machine Learning Engineer
3 210 (15.95%) Data Scientist
4 204 (15.49%) Lead
5 128 (9.72%) Data Engineer
6 101 (7.67%) Senior Data Scientist
7 100 (7.59%) Developer
8 93 (7.06%) Analyst
9 48 (3.64%) Software Engineer
10 43 (3.26%) Data Analyst
11 41 (3.11%) Data Manager
12 40 (3.04%) Senior Data Engineer
13 39 (2.96%) Senior Developer
14 34 (2.58%) Architect
14 34 (2.58%) Product Manager
15 31 (2.35%) Senior Manager
16 28 (2.13%) Lead Data Scientist
17 23 (1.75%) Python Developer
18 22 (1.67%) Lead Data Engineer
19 21 (1.59%) Solutions Architect
Libraries, Frameworks & Software Standards
1 98 (7.44%) TensorFlow
2 91 (6.91%) React
3 87 (6.61%) PySpark
4 85 (6.45%) PyTorch
5 81 (6.15%) scikit-learn
6 59 (4.48%) Pandas
7 47 (3.57%) NumPy
8 44 (3.34%) .NET
9 40 (3.04%) Kafka
10 35 (2.66%) Keras
11 33 (2.51%) CSS
11 33 (2.51%) RESTful
12 31 (2.35%) HTML
13 26 (1.97%) Node.js
14 23 (1.75%) Lambda Expressions
15 21 (1.59%) Hugging Face
15 21 (1.59%) LangChain
16 20 (1.52%) YAML
17 19 (1.44%) Metaflow
18 18 (1.37%) .NET Framework
Miscellaneous
1 236 (17.92%) Self-Motivation
2 202 (15.34%) Algorithms
3 57 (4.33%) Analytical Mindset
4 46 (3.49%) Cyberattack
5 45 (3.42%) Product Ownership
6 43 (3.26%) Management Information System
7 33 (2.51%) Cloud Native
8 23 (1.75%) Linux Command Line
9 17 (1.29%) AI Agents
9 17 (1.29%) Credit Risk
9 17 (1.29%) IoT
9 17 (1.29%) Reinsurance
10 16 (1.21%) Enterprise Software
11 15 (1.14%) Greenfield Project
12 14 (1.06%) Data Structures
12 14 (1.06%) Distributed Systems
13 12 (0.91%) Legacy Systems
13 12 (0.91%) Public Cloud
14 10 (0.76%) Robotics
15 8 (0.61%) Data Protection Act
Operating Systems
1 30 (2.28%) Unix
2 28 (2.13%) Linux
3 10 (0.76%) Windows
4 4 (0.30%) Ubuntu
5 3 (0.23%) Embedded Linux
5 3 (0.23%) VMS
6 2 (0.15%) Windows Server
6 2 (0.15%) Windows Vista
7 1 (0.076%) Red Hat Enterprise Linux
Processes & Methodologies
1 763 (57.93%) Machine Learning
2 596 (45.25%) Analytics
3 570 (43.28%) Problem-Solving
4 538 (40.85%) Agile
5 470 (35.69%) Artificial Intelligence
6 388 (29.46%) Mentoring
7 375 (28.47%) CI/CD
8 311 (23.61%) Computer Science
9 297 (22.55%) Visualisation
10 249 (18.91%) Data Engineering
11 244 (18.53%) Creative Thinking
12 237 (18.00%) DevOps
13 228 (17.31%) Clean Code
13 228 (17.31%) Decision-Making
14 226 (17.16%) Performance Metrics
15 222 (16.86%) Personalization
15 222 (16.86%) Roadmaps
16 201 (15.26%) Business Intelligence
17 192 (14.58%) MLOps
18 191 (14.50%) Statistics
Programming Languages
1 808 (61.35%) Python
2 374 (28.40%) SQL
3 255 (19.36%) TypeScript
4 91 (6.91%) JavaScript
5 89 (6.76%) Java
6 87 (6.61%) R
7 58 (4.40%) C#
8 38 (2.89%) Scala
9 37 (2.81%) C++
10 15 (1.14%) MATLAB
11 14 (1.06%) Bash
12 13 (0.99%) Bicep
13 9 (0.68%) C
13 9 (0.68%) SPARQL
14 8 (0.61%) Go
15 7 (0.53%) Julia
15 7 (0.53%) Rust
15 7 (0.53%) T-SQL
15 7 (0.53%) VBA
16 6 (0.46%) Data Analysis Expressions
Qualifications
1 682 (51.78%) Degree
2 291 (22.10%) PhD
3 172 (13.06%) Master's Degree
4 141 (10.71%) Computer Science Degree
5 80 (6.07%) Security Cleared
6 59 (4.48%) DV Cleared
7 44 (3.34%) Azure Certification
8 41 (3.11%) Numerate Degree
9 25 (1.90%) AWS Certification
10 21 (1.59%) SC Cleared
11 15 (1.14%) DBS Check
12 12 (0.91%) Postgraduate
13 11 (0.84%) PMI Certification
13 11 (0.84%) PMP
14 9 (0.68%) AWS Certified Solutions Architect
14 9 (0.68%) Microsoft Certification
15 5 (0.38%) SAP Certification
16 4 (0.30%) AWS Certified Developer
17 3 (0.23%) CBAP
17 3 (0.23%) CISSP
Quality Assurance & Compliance
1 131 (9.95%) Data Quality
2 44 (3.34%) GDPR
3 30 (2.28%) QA
4 23 (1.75%) California Consumer Privacy Act
5 20 (1.52%) Accessibility
6 19 (1.44%) Actionable Recommendations
7 7 (0.53%) NIST
8 4 (0.30%) Basel II
8 4 (0.30%) Basel III
8 4 (0.30%) Dodd-Frank
8 4 (0.30%) IFRS
8 4 (0.30%) IFRS 9
8 4 (0.30%) PCI DSS
9 2 (0.15%) HIPAA
9 2 (0.15%) ISO/IEC 27001
9 2 (0.15%) JTAG
10 1 (0.076%) EU AI Act
10 1 (0.076%) SLA
System Software
1 154 (11.69%) Docker
2 12 (0.91%) HDFS
3 6 (0.46%) Active Directory
4 4 (0.30%) Virtual Machines
5 3 (0.23%) Apache Flume
6 2 (0.15%) Embedded Firmware
6 2 (0.15%) Firmware
Systems Management
1 147 (11.16%) Kubernetes
2 83 (6.30%) Terraform
3 23 (1.75%) Prometheus
4 21 (1.59%) Kubeflow
5 20 (1.52%) Grafana
6 10 (0.76%) Ansible
7 4 (0.30%) Kibana
7 4 (0.30%) logstash
7 4 (0.30%) Single Sign-On
8 3 (0.23%) Oozie
8 3 (0.23%) Packer
9 2 (0.15%) EnCase
9 2 (0.15%) FTK
9 2 (0.15%) Progress Chef
9 2 (0.15%) RSA Security Analytics
10 1 (0.076%) Bugsnag
10 1 (0.076%) Oracle RMAN
10 1 (0.076%) Puppet
Vendors
1 166 (12.60%) Microsoft
2 154 (11.69%) Google
3 145 (11.01%) Databricks
4 61 (4.63%) OpenAI
5 38 (2.89%) ServiceNow
6 36 (2.73%) Oracle
7 35 (2.66%) SAP
8 21 (1.59%) Foundry
9 20 (1.52%) Adobe
10 17 (1.29%) Salesforce
11 14 (1.06%) Informatica
12 12 (0.91%) Marketo
12 12 (0.91%) Salesforce Marketing Cloud
13 11 (0.84%) Workday
14 10 (0.76%) PayPal
14 10 (0.76%) Splunk
15 8 (0.61%) Teradata
16 7 (0.53%) Palantir
17 6 (0.46%) Yahoo!
18 5 (0.38%) Talend