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 29 July 2026, with comparisons to the same periods in the previous two years.

6 months to
29 Jul 2026
Same period 2025 Same period 2024
Rank 143 139 149
Rank change year-on-year -4 +10 -35
Permanent jobs citing Data Science 1,396 1,142 1,544
As % of all permanent jobs in the UK 1.37% 2.31% 1.77%
As % of the Processes & Methodologies category 1.86% 2.58% 2.18%
Number of salaries quoted 809 505 796
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £71,050 £75,000 £70,000
Median % change year-on-year -5.27% +7.14% -
75th Percentile £90,000 £95,000 £91,250
90th Percentile £105,000 £115,000 £112,500
UK excluding London median annual salary £67,500 £61,250 £60,000
% change year-on-year +10.20% +2.08% -6.29%

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 74,889 44,229 70,800
As % of all permanent jobs advertised in the UK 73.63% 89.64% 81.30%
Number of salaries quoted 51,640 25,065 47,390
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.33%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - -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 29 July 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 29 July 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 0 1,300 £72,500 -3.33% 1,111
UK excluding London -17 673 £67,500 +10.20% 539
London -3 632 £80,000 -3.03% 726
Work from Home +37 476 £70,000 - 396
North of England +67 204 £75,000 +36.36% 139
Midlands +25 138 £55,000 -13.39% 59
North West +64 135 £75,000 +36.36% 76
South East -101 128 £66,000 +20.00% 161
South West -30 123 £60,000 -27.81% 69
East Midlands +17 81 £60,000 +37.14% 24
West Midlands -9 57 £39,500 -39.00% 35
East of England -18 48 £75,000 +17.19% 42
Yorkshire -4 47 £66,720 +16.03% 52
North East -35 22 £80,000 +68.42% 13
Scotland -12 16 £80,000 +14.29% 38
Wales -48 13 £75,000 +11.01% 26
Northern Ireland -70 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
1 113 (8.09%) Apache Spark
2 57 (4.08%) Apache Airflow
3 37 (2.65%) Apache
4 21 (1.50%) ArcGIS
5 15 (1.07%) SAS
6 13 (0.93%) SharePoint
7 6 (0.43%) Confluence
8 5 (0.36%) ColdFusion
8 5 (0.36%) GeoServer
8 5 (0.36%) Jupyter
9 2 (0.14%) Apache Pulsar
9 2 (0.14%) CMS
10 1 (0.072%) Oracle Application Server
Applications
1 46 (3.30%) Microsoft Excel
2 8 (0.57%) Microsoft Office
3 7 (0.50%) Microsoft PowerPoint
4 5 (0.36%) Chatbot
5 3 (0.21%) Spreadsheet
6 2 (0.14%) Final Cut Pro
6 2 (0.14%) Microsoft Project
6 2 (0.14%) SPSS
7 1 (0.072%) Trello
Business Applications
1 1 (0.072%) HFM
1 1 (0.072%) Oracle EBS
1 1 (0.072%) Oracle ERP
Cloud Services
1 369 (26.43%) AWS
2 326 (23.35%) Azure
3 220 (15.76%) GCP
4 144 (10.32%) Power Platform
5 105 (7.52%) Snowflake
6 60 (4.30%) Azure Synapse Analytics
7 59 (4.23%) Azure Data Factory
8 52 (3.72%) dbt
9 48 (3.44%) Serverless
10 42 (3.01%) SaaS
11 33 (2.36%) Amazon S3
12 32 (2.29%) AWS Lambda
13 29 (2.08%) Azure Machine Learning
14 24 (1.72%) Amazon Bedrock
14 24 (1.72%) Azure DevOps
15 21 (1.50%) Anthropic Claude
16 18 (1.29%) GitHub
16 18 (1.29%) Microsoft Purview
17 17 (1.22%) Amazon Kinesis
18 13 (0.93%) Google Analytics
Communications & Networking
1 71 (5.09%) Broadband
2 6 (0.43%) 5G
2 6 (0.43%) BGP
2 6 (0.43%) DNS
2 6 (0.43%) Internet
2 6 (0.43%) IPsec
2 6 (0.43%) VPN
3 4 (0.29%) Software-Defined Radio
4 2 (0.14%) Firewall
4 2 (0.14%) HTTP
5 1 (0.072%) Kerberos
5 1 (0.072%) SMS
Database & Business Intelligence
1 137 (9.81%) Power BI
2 130 (9.31%) Data Warehouse
3 95 (6.81%) Data Lake
4 85 (6.09%) Tableau
5 70 (5.01%) Amazon Redshift
6 62 (4.44%) Metadata
7 59 (4.23%) NoSQL
8 58 (4.15%) BigQuery
9 51 (3.65%) Looker
10 46 (3.30%) Big Data
11 45 (3.22%) Elasticsearch
12 42 (3.01%) PostgreSQL
13 39 (2.79%) MongoDB
14 35 (2.51%) GIS
14 35 (2.51%) Relational Database
15 26 (1.86%) Delta Lake
16 25 (1.79%) Snowflake Schema
16 25 (1.79%) SQL Server
17 24 (1.72%) QGIS
18 23 (1.65%) MySQL
Development Applications
1 83 (5.95%) Git
2 46 (3.30%) MLflow
3 15 (1.07%) Claude Code
4 13 (0.93%) Jenkins
4 13 (0.93%) JIRA
5 10 (0.72%) GitLab
6 2 (0.14%) JUnit
6 2 (0.14%) Selenium
6 2 (0.14%) Visual Studio Code
7 1 (0.072%) Bitbucket
7 1 (0.072%) NUnit
7 1 (0.072%) TeamCity
7 1 (0.072%) Yeoman
General
1 319 (22.85%) Finance
2 282 (20.20%) Social Skills
3 265 (18.98%) Analytical Skills
4 100 (7.16%) Inclusion and Diversity
5 99 (7.09%) Banking
6 93 (6.66%) Marketing
7 71 (5.09%) Public Sector
8 63 (4.51%) Law
9 60 (4.30%) Retail
10 33 (2.36%) Legal
11 31 (2.22%) Advertising
12 30 (2.15%) Organisational Skills
13 26 (1.86%) Influencing Skills
14 25 (1.79%) Financial Institution
15 23 (1.65%) Games
16 20 (1.43%) Presentation Skills
17 15 (1.07%) Manufacturing
18 13 (0.93%) Publishing
19 11 (0.79%) Military
19 11 (0.79%) Pharmaceutical
Job Titles
1 531 (38.04%) Data Scientist
2 310 (22.21%) Senior
3 254 (18.19%) Senior Data Scientist
4 189 (13.54%) Lead
5 160 (11.46%) Data Engineer
6 91 (6.52%) Software Engineer
7 84 (6.02%) Lead Data Scientist
8 81 (5.80%) Developer
9 70 (5.01%) Consultant
10 65 (4.66%) Analyst
11 61 (4.37%) Architect
12 40 (2.87%) Artificial Intelligence Engineer
13 36 (2.58%) Data Analyst
14 33 (2.36%) Python Engineer
15 31 (2.22%) Research Scientist
16 30 (2.15%) Senior Data Engineer
17 29 (2.08%) Systems Engineer
18 28 (2.01%) Data Architect
18 28 (2.01%) Machine Learning Scientist
18 28 (2.01%) Product Specialist
Libraries, Frameworks & Software Standards
1 148 (10.60%) PyTorch
2 112 (8.02%) TensorFlow
3 83 (5.95%) scikit-learn
4 78 (5.59%) Kafka
5 67 (4.80%) LangChain
6 48 (3.44%) PySpark
7 44 (3.15%) Pandas
8 37 (2.65%) gRPC
9 35 (2.51%) React
10 34 (2.44%) Hugging Face
11 33 (2.36%) LlamaIndex
12 29 (2.08%) LangGraph
13 27 (1.93%) pgvector
14 26 (1.86%) NumPy
15 24 (1.72%) REST
16 22 (1.58%) RESTful
17 21 (1.50%) Node.js
18 18 (1.29%) FastAPI
19 17 (1.22%) SpaCy
20 16 (1.15%) Django
Miscellaneous
1 116 (8.31%) Algorithms
2 94 (6.73%) Cloud Native
3 65 (4.66%) Distributed Systems
4 54 (3.87%) Video\Live Streaming
5 53 (3.80%) AI Agents
6 47 (3.37%) Product Ownership
7 43 (3.08%) Over-the-Top Content
8 33 (2.36%) Clustering
9 31 (2.22%) Data Structures
10 28 (2.01%) Onboarding
11 27 (1.93%) Public Cloud
12 23 (1.65%) Management Information System
12 23 (1.65%) Social Media
13 20 (1.43%) Life Science
14 19 (1.36%) Hedge funds
15 17 (1.22%) e-Learning
15 17 (1.22%) Greenfield Project
16 15 (1.07%) Blog
17 11 (0.79%) Credit Risk
17 11 (0.79%) Enterprise Software
Operating Systems
1 27 (1.93%) Linux
2 10 (0.72%) Windows
3 2 (0.14%) Apple iOS
3 2 (0.14%) Embedded Linux
3 2 (0.14%) Mac OS
3 2 (0.14%) Unix
Processes & Methodologies
1 704 (50.43%) AI
2 663 (47.49%) Machine Learning
3 556 (39.83%) Analytics
4 264 (18.91%) CI/CD
5 248 (17.77%) Software Engineering
6 245 (17.55%) Data Engineering
6 245 (17.55%) Decision-Making
7 235 (16.83%) Problem-Solving
8 231 (16.55%) Agile
9 217 (15.54%) Data Pipeline
10 207 (14.83%) Mentoring
11 204 (14.61%) Business Intelligence
12 203 (14.54%) Roadmaps
13 195 (13.97%) Generative AI
14 185 (13.25%) MLOps
15 170 (12.18%) Data Modelling
16 153 (10.96%) Use Case
17 145 (10.39%) Actionable Insight
18 141 (10.10%) DevOps
19 140 (10.03%) Visualisation
Programming Languages
1 678 (48.57%) Python
2 398 (28.51%) SQL
3 85 (6.09%) Java
4 79 (5.66%) Scala
5 50 (3.58%) C++
5 50 (3.58%) R
6 46 (3.30%) Go
7 43 (3.08%) JavaScript
8 30 (2.15%) C#
9 22 (1.58%) C
10 19 (1.36%) VBA
11 18 (1.29%) TypeScript
12 16 (1.15%) Bicep
13 10 (0.72%) PHP
14 9 (0.64%) Julia
15 8 (0.57%) Groovy
16 7 (0.50%) Bash
17 6 (0.43%) Ruby
18 5 (0.36%) Data Analysis Expressions
18 5 (0.36%) T-SQL
Qualifications
1 312 (22.35%) Degree
2 147 (10.53%) Security Cleared
3 78 (5.59%) DV Cleared
4 76 (5.44%) Master's Degree
5 58 (4.15%) SC Cleared
6 55 (3.94%) PhD
7 45 (3.22%) Computer Science Degree
8 35 (2.51%) Azure Certification
9 34 (2.44%) DBS Check
10 17 (1.22%) Microsoft Certification
11 13 (0.93%) BPSS Clearance
12 12 (0.86%) AWS Certification
13 11 (0.79%) SnowPro
14 8 (0.57%) Postgraduate
15 4 (0.29%) Numerate Degree
16 3 (0.21%) APMP
16 3 (0.21%) CISSP
16 3 (0.21%) MBA
16 3 (0.21%) TOGAF Certification
17 2 (0.14%) GIAC
Quality Assurance & Compliance
1 152 (10.89%) Data Quality
2 54 (3.87%) GDPR
3 51 (3.65%) QA
4 42 (3.01%) Accessibility
5 23 (1.65%) California Consumer Privacy Act
6 11 (0.79%) Actionable Recommendations
6 11 (0.79%) ISO/IEC 27001
7 6 (0.43%) EU AI Act
8 3 (0.21%) SOC 2
9 2 (0.14%) DICOM
9 2 (0.14%) HL7
9 2 (0.14%) IFRS
9 2 (0.14%) IFRS 17
9 2 (0.14%) PERC
9 2 (0.14%) Solvency II
9 2 (0.14%) WCAG
10 1 (0.072%) ISO 9001
10 1 (0.072%) ISO/IEC 20000
10 1 (0.072%) Software Quality Assurance
System Software
1 103 (7.38%) Docker
2 3 (0.21%) Active Directory
3 2 (0.14%) Firmware
3 2 (0.14%) IAG
4 1 (0.072%) Virtual Desktop
Systems Management
1 70 (5.01%) Kubernetes
2 63 (4.51%) Terraform
3 13 (0.93%) Kubeflow
4 6 (0.43%) Hadoop YARN
5 3 (0.21%) Ansible
5 3 (0.21%) Kibana
6 2 (0.14%) Argo
6 2 (0.14%) Computer Emergency Response Teams
6 2 (0.14%) Computer Incident Response Team
6 2 (0.14%) Jamf Pro
7 1 (0.072%) Grafana
7 1 (0.072%) Prometheus
Vendors
1 195 (13.97%) Databricks
2 98 (7.02%) Microsoft
3 81 (5.80%) Google
4 48 (3.44%) Dell
5 36 (2.58%) Typelevel
6 26 (1.86%) Teradata
7 25 (1.79%) Informatica
8 24 (1.72%) Denodo
9 23 (1.65%) Cloudera
10 21 (1.50%) OpenAI
11 16 (1.15%) Oracle
12 9 (0.64%) SAP
13 7 (0.50%) IBM
13 7 (0.50%) ServiceNow
14 6 (0.43%) HP
15 5 (0.36%) Salesforce
16 4 (0.29%) Alteryx
16 4 (0.29%) Foundry
16 4 (0.29%) LexisNexis
16 4 (0.29%) Workday