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 12 August 2026, with comparisons to the same periods in the previous two years.

6 months to
12 Aug 2026
Same period 2025 Same period 2024
Rank 133 138 148
Rank change year-on-year +5 +10 -21
Permanent jobs citing Data Science 1,552 1,150 1,460
As % of all permanent jobs in the UK 1.46% 2.31% 1.75%
As % of the Processes & Methodologies category 1.99% 2.59% 2.15%
Number of salaries quoted 887 499 735
10th Percentile £44,000 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -3.45%
75th Percentile £92,988 £95,000 £91,625
90th Percentile £105,000 £116,100 £112,500
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -7.69%

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 77,915 44,448 67,793
As % of all permanent jobs advertised in the UK 73.48% 89.27% 81.15%
Number of salaries quoted 53,724 25,250 43,771
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £37,000 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.84%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £97,500 £95,000
UK excluding London median annual salary £55,000 £48,000 £50,000
% change year-on-year +14.58% -4.00% -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 12 August 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 12 August 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 +11 1,429 £75,000 +3.45% 2,986
UK excluding London -7 750 £70,000 +16.67% 1,161
London +6 713 £80,000 -3.03% 2,081
Work from Home +40 497 £75,000 +15.38% 1,066
North of England +84 234 £75,000 +36.36% 284
North West +76 152 £75,000 +36.36% 171
South East -94 140 £70,000 +27.27% 287
Midlands +36 136 £57,500 -10.85% 125
South West -35 129 £60,000 -14.29% 141
East Midlands +28 79 £65,000 +36.84% 42
West Midlands -1 57 £36,000 -44.40% 83
Yorkshire +5 55 £70,000 +21.74% 88
East of England -27 48 £75,000 +25.00% 133
Wales -31 29 £75,000 +11.01% 58
Scotland +2 27 £75,000 -2.43% 118
North East -34 27 £80,000 +68.42% 26
Northern Ireland -65 7 £55,000 - 39

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
1 125 (8.05%) Apache Spark
2 62 (3.99%) Apache Airflow
3 42 (2.71%) Apache
4 17 (1.10%) ArcGIS
5 14 (0.90%) SAS
6 13 (0.84%) SharePoint
7 7 (0.45%) Confluence
8 6 (0.39%) Jupyter
9 5 (0.32%) ColdFusion
10 4 (0.26%) GeoServer
11 2 (0.13%) Apache Pulsar
11 2 (0.13%) Luigi
11 2 (0.13%) Oracle Application Server
11 2 (0.13%) Tornado
12 1 (0.064%) Apache Superset
12 1 (0.064%) R Markdown
Applications
1 52 (3.35%) Microsoft Excel
2 12 (0.77%) Microsoft Office
3 8 (0.52%) Microsoft PowerPoint
4 5 (0.32%) Chatbot
5 2 (0.13%) Final Cut Pro
5 2 (0.13%) Spreadsheet
5 2 (0.13%) SPSS
6 1 (0.064%) Microsoft Project
6 1 (0.064%) Trello
Business Applications
1 1 (0.064%) HFM
1 1 (0.064%) Oracle EBS
1 1 (0.064%) Oracle ERP
Cloud Services
1 415 (26.74%) AWS
2 359 (23.13%) Azure
3 234 (15.08%) GCP
4 156 (10.05%) Power Platform
5 121 (7.80%) Snowflake
6 64 (4.12%) Azure Data Factory
7 61 (3.93%) Azure Synapse Analytics
8 57 (3.67%) dbt
9 51 (3.29%) Serverless
10 44 (2.84%) SaaS
11 36 (2.32%) Amazon S3
12 35 (2.26%) AWS Lambda
13 34 (2.19%) Azure Machine Learning
14 31 (2.00%) Amazon Bedrock
15 30 (1.93%) Anthropic Claude
16 27 (1.74%) Azure DevOps
17 25 (1.61%) GitHub
18 21 (1.35%) Microsoft Purview
19 17 (1.10%) Amazon Kinesis
19 17 (1.10%) Google Analytics
Communications & Networking
1 62 (3.99%) Broadband
2 6 (0.39%) 5G
2 6 (0.39%) BGP
2 6 (0.39%) DNS
2 6 (0.39%) Internet
2 6 (0.39%) IPsec
2 6 (0.39%) VPN
3 4 (0.26%) Software-Defined Radio
4 2 (0.13%) Firewall
5 1 (0.064%) HTTP
5 1 (0.064%) Kerberos
5 1 (0.064%) SMS
Database & Business Intelligence
1 149 (9.60%) Power BI
2 142 (9.15%) Data Warehouse
3 114 (7.35%) Data Lake
4 107 (6.89%) Tableau
5 75 (4.83%) Amazon Redshift
6 66 (4.25%) Metadata
7 64 (4.12%) NoSQL
8 57 (3.67%) Big Data
8 57 (3.67%) BigQuery
9 51 (3.29%) Looker
10 46 (2.96%) PostgreSQL
11 41 (2.64%) Elasticsearch
11 41 (2.64%) Relational Database
12 39 (2.51%) MongoDB
13 36 (2.32%) SQL Server
14 31 (2.00%) Azure SQL Database
15 29 (1.87%) Delta Lake
15 29 (1.87%) GIS
16 28 (1.80%) Hadoop
17 25 (1.61%) Snowflake Schema
Development Applications
1 90 (5.80%) Git
2 47 (3.03%) MLflow
3 21 (1.35%) Claude Code
4 14 (0.90%) JIRA
5 12 (0.77%) Jenkins
6 10 (0.64%) GitLab
7 5 (0.32%) Visual Studio Code
8 2 (0.13%) JUnit
9 1 (0.064%) Bitbucket
9 1 (0.064%) NUnit
9 1 (0.064%) Selenium
9 1 (0.064%) TeamCity
9 1 (0.064%) Yeoman
General
1 405 (26.10%) Finance
2 322 (20.75%) Social Skills
3 298 (19.20%) Analytical Skills
4 133 (8.57%) Marketing
5 128 (8.25%) Inclusion and Diversity
6 118 (7.60%) Banking
7 88 (5.67%) Law
8 83 (5.35%) Public Sector
9 79 (5.09%) Retail
10 39 (2.51%) Legal
11 34 (2.19%) Advertising
12 31 (2.00%) Financial Institution
12 31 (2.00%) Organisational Skills
13 27 (1.74%) Influencing Skills
14 24 (1.55%) Presentation Skills
15 21 (1.35%) Games
16 20 (1.29%) Back Office
17 15 (0.97%) Manufacturing
17 15 (0.97%) Publishing
18 12 (0.77%) Aerospace
Job Titles
1 575 (37.05%) Data Scientist
2 359 (23.13%) Senior
3 290 (18.69%) Senior Data Scientist
4 218 (14.05%) Lead
5 179 (11.53%) Data Engineer
6 97 (6.25%) Lead Data Scientist
7 96 (6.19%) Software Engineer
8 77 (4.96%) Developer
9 73 (4.70%) Analyst
9 73 (4.70%) Architect
10 69 (4.45%) Consultant
11 45 (2.90%) Artificial Intelligence Engineer
12 37 (2.38%) Data Analyst
13 34 (2.19%) Data Architect
13 34 (2.19%) Research Scientist
14 33 (2.13%) Senior Data Engineer
15 32 (2.06%) Machine Learning Scientist
16 31 (2.00%) Python Engineer
17 28 (1.80%) Product Specialist
18 27 (1.74%) Systems Engineer
Libraries, Frameworks & Software Standards
1 156 (10.05%) PyTorch
2 123 (7.93%) TensorFlow
3 94 (6.06%) scikit-learn
4 88 (5.67%) Kafka
5 76 (4.90%) LangChain
6 52 (3.35%) PySpark
7 50 (3.22%) Pandas
8 37 (2.38%) LangGraph
9 36 (2.32%) React
10 35 (2.26%) LlamaIndex
11 34 (2.19%) Hugging Face
12 31 (2.00%) NumPy
13 28 (1.80%) gRPC
13 28 (1.80%) pgvector
14 26 (1.68%) REST
15 22 (1.42%) RESTful
16 21 (1.35%) Node.js
16 21 (1.35%) Spring
17 20 (1.29%) FastAPI
18 19 (1.22%) SpaCy
Miscellaneous
1 119 (7.67%) Algorithms
2 111 (7.15%) Cloud Native
3 81 (5.22%) AI Agents
4 63 (4.06%) Distributed Systems
5 51 (3.29%) Onboarding
5 51 (3.29%) Product Ownership
6 45 (2.90%) Video\Live Streaming
7 34 (2.19%) Clustering
7 34 (2.19%) Over-the-Top Content
8 30 (1.93%) Data Structures
9 29 (1.87%) Public Cloud
10 27 (1.74%) Management Information System
11 26 (1.68%) Social Media
12 25 (1.61%) Hedge funds
13 22 (1.42%) Blog
14 20 (1.29%) Life Science
15 18 (1.16%) e-Learning
15 18 (1.16%) Greenfield Project
16 14 (0.90%) Credit Risk
17 12 (0.77%) IoT
Operating Systems
1 28 (1.80%) Linux
2 12 (0.77%) Windows
3 2 (0.13%) Apple iOS
3 2 (0.13%) Embedded Linux
3 2 (0.13%) Mac OS
3 2 (0.13%) Unix
3 2 (0.13%) Windows Server
4 1 (0.064%) Red Hat Enterprise Linux
4 1 (0.064%) Rocky
Processes & Methodologies
1 809 (52.13%) AI
2 759 (48.90%) Machine Learning
3 644 (41.49%) Analytics
4 284 (18.30%) CI/CD
5 280 (18.04%) Decision-Making
6 276 (17.78%) Data Engineering
7 271 (17.46%) Software Engineering
8 261 (16.82%) Agile
9 257 (16.56%) Problem-Solving
10 255 (16.43%) Data Pipeline
11 236 (15.21%) Mentoring
12 233 (15.01%) Roadmaps
13 231 (14.88%) Business Intelligence
14 228 (14.69%) Generative AI
15 201 (12.95%) MLOps
16 184 (11.86%) Data Modelling
17 183 (11.79%) Actionable Insight
18 164 (10.57%) Computer Science
18 164 (10.57%) Use Case
18 164 (10.57%) Visualisation
Programming Languages
1 727 (46.84%) Python
2 458 (29.51%) SQL
3 96 (6.19%) Java
4 72 (4.64%) Scala
5 50 (3.22%) C++
6 46 (2.96%) R
7 43 (2.77%) JavaScript
8 39 (2.51%) Go
9 28 (1.80%) C#
10 20 (1.29%) C
10 20 (1.29%) TypeScript
11 19 (1.22%) Bicep
12 18 (1.16%) VBA
13 10 (0.64%) Kotlin
13 10 (0.64%) PHP
14 9 (0.58%) Julia
15 8 (0.52%) Groovy
16 7 (0.45%) Bash
17 6 (0.39%) Ruby
18 5 (0.32%) Rust
Qualifications
1 348 (22.42%) Degree
2 170 (10.95%) Security Cleared
3 92 (5.93%) DV Cleared
4 87 (5.61%) Master's Degree
5 68 (4.38%) SC Cleared
6 60 (3.87%) PhD
7 53 (3.41%) Computer Science Degree
8 33 (2.13%) Azure Certification
9 29 (1.87%) DBS Check
10 18 (1.16%) BPSS Clearance
11 16 (1.03%) Microsoft Certification
12 14 (0.90%) AWS Certification
13 13 (0.84%) SnowPro
14 8 (0.52%) Postgraduate
15 7 (0.45%) Numerate Degree
16 5 (0.32%) Microsoft Certified Professional
17 3 (0.19%) AWS Certified Cloud Practitioner
17 3 (0.19%) CISSP
17 3 (0.19%) PMI Certification
17 3 (0.19%) PMP
Quality Assurance & Compliance
1 173 (11.15%) Data Quality
2 53 (3.41%) QA
3 52 (3.35%) GDPR
4 46 (2.96%) Accessibility
5 23 (1.48%) California Consumer Privacy Act
6 13 (0.84%) Actionable Recommendations
7 11 (0.71%) ISO/IEC 27001
8 6 (0.39%) EU AI Act
9 3 (0.19%) SOC 2
10 2 (0.13%) DICOM
10 2 (0.13%) HL7
10 2 (0.13%) IFRS
10 2 (0.13%) IFRS 17
10 2 (0.13%) ISO/IEC 42001
10 2 (0.13%) Solvency II
10 2 (0.13%) WCAG
11 1 (0.064%) ISO 9001
11 1 (0.064%) ISO/IEC 20000
11 1 (0.064%) Software Quality Assurance
System Software
1 105 (6.77%) Docker
2 4 (0.26%) Active Directory
3 3 (0.19%) Firmware
4 2 (0.13%) IAG
5 1 (0.064%) Virtual Desktop
5 1 (0.064%) Virtual Machines
5 1 (0.064%) VMware ESXi
5 1 (0.064%) VMware Infrastructure
5 1 (0.064%) vSphere
Systems Management
1 79 (5.09%) Kubernetes
2 69 (4.45%) Terraform
3 15 (0.97%) Kubeflow
4 6 (0.39%) Ansible
4 6 (0.39%) Hadoop YARN
5 4 (0.26%) Argo
6 3 (0.19%) Kibana
7 2 (0.13%) Computer Emergency Response Teams
7 2 (0.13%) Computer Incident Response Team
7 2 (0.13%) Grafana
7 2 (0.13%) Jamf Pro
8 1 (0.064%) Prometheus
8 1 (0.064%) Puppet
Vendors
1 227 (14.63%) Databricks
2 117 (7.54%) Microsoft
3 91 (5.86%) Google
4 48 (3.09%) Dell
5 27 (1.74%) Typelevel
6 26 (1.68%) Informatica
6 26 (1.68%) Teradata
7 25 (1.61%) OpenAI
8 24 (1.55%) Denodo
9 23 (1.48%) Cloudera
10 20 (1.29%) Oracle
11 11 (0.71%) SAP
12 9 (0.58%) LexisNexis
12 9 (0.58%) Workday
13 7 (0.45%) IBM
13 7 (0.45%) ServiceNow
14 6 (0.39%) Foundry
14 6 (0.39%) HP
15 5 (0.32%) Alteryx
15 5 (0.32%) Salesforce