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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 130 140 148
Rank change year-on-year +10 +8 -20
Permanent jobs citing Data Science 1,554 1,145 1,462
As % of all permanent jobs in the UK 1.46% 2.29% 1.75%
As % of the Processes & Methodologies category 1.99% 2.57% 2.16%
Number of salaries quoted 881 498 739
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 £93,250 £95,000 £92,000
90th Percentile £105,000 £120,000 £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 78,105 44,566 67,543
As % of all permanent jobs advertised in the UK 73.45% 89.27% 81.06%
Number of salaries quoted 53,741 25,228 43,541
10th Percentile £30,750 £28,500 £31,250
25th Percentile £41,250 £36,750 £41,250
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.71%
75th Percentile £78,750 £75,000 £75,000
90th Percentile £100,000 £96,575 £95,000
UK excluding London median annual salary £55,000 £47,683 £50,000
% change year-on-year +15.35% -4.63% -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 14 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 14 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 +9 1,435 £75,000 +3.45% 2,888
UK excluding London -1 749 £70,000 +16.67% 1,089
London +3 720 £80,000 -5.88% 2,052
Work from Home +45 494 £75,000 +15.38% 1,026
North of England +84 233 £75,000 +36.36% 261
North West +88 152 £75,000 +36.36% 153
South East -87 141 £70,000 +27.27% 271
Midlands +29 135 £55,000 -15.06% 106
South West -34 129 £60,000 -14.29% 134
East Midlands +22 79 £65,000 +10.64% 36
West Midlands -6 56 £36,000 -44.40% 70
Yorkshire -1 55 £70,000 +21.74% 83
East of England -15 48 £75,000 +25.00% 126
Wales -37 29 £75,000 +11.01% 60
Scotland -6 27 £75,013 -2.41% 108
North East -40 26 £80,000 +68.42% 26
Northern Ireland -63 7 £55,000 - 43

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
1 126 (8.11%) Apache Spark
2 60 (3.86%) Apache Airflow
3 43 (2.77%) Apache
4 14 (0.90%) ArcGIS
5 13 (0.84%) SAS
6 12 (0.77%) 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 53 (3.41%) Microsoft Excel
2 12 (0.77%) Microsoft Office
3 8 (0.51%) Microsoft PowerPoint
4 5 (0.32%) Chatbot
5 3 (0.19%) SPSS
6 2 (0.13%) Final Cut Pro
6 2 (0.13%) Spreadsheet
7 1 (0.064%) Microsoft Project
7 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
1 409 (26.32%) AWS
2 355 (22.84%) Azure
3 228 (14.67%) GCP
4 158 (10.17%) Power Platform
5 119 (7.66%) Snowflake
6 66 (4.25%) Azure Data Factory
7 60 (3.86%) Azure Synapse Analytics
8 57 (3.67%) dbt
9 51 (3.28%) Serverless
10 44 (2.83%) SaaS
11 36 (2.32%) Amazon S3
12 35 (2.25%) AWS Lambda
13 34 (2.19%) Azure Machine Learning
14 31 (1.99%) Amazon Bedrock
15 30 (1.93%) Anthropic Claude
16 28 (1.80%) Azure DevOps
17 24 (1.54%) GitHub
18 22 (1.42%) Microsoft Purview
19 18 (1.16%) Google Analytics
20 16 (1.03%) Amazon Kinesis
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
1 151 (9.72%) Power BI
2 141 (9.07%) Data Warehouse
3 113 (7.27%) Data Lake
4 107 (6.89%) Tableau
5 73 (4.70%) Amazon Redshift
6 66 (4.25%) Metadata
7 62 (3.99%) NoSQL
8 59 (3.80%) Big Data
9 54 (3.47%) BigQuery
10 50 (3.22%) Looker
11 44 (2.83%) PostgreSQL
12 40 (2.57%) Relational Database
13 39 (2.51%) Elasticsearch
14 36 (2.32%) MongoDB
14 36 (2.32%) SQL Server
15 31 (1.99%) Azure SQL Database
16 30 (1.93%) Delta Lake
17 28 (1.80%) Hadoop
18 26 (1.67%) GIS
19 25 (1.61%) Snowflake Schema
Development Applications
1 90 (5.79%) Git
2 47 (3.02%) 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
1 411 (26.45%) Finance
2 321 (20.66%) Social Skills
3 301 (19.37%) Analytical Skills
4 137 (8.82%) Marketing
5 133 (8.56%) Inclusion and Diversity
6 119 (7.66%) Banking
7 89 (5.73%) Law
8 80 (5.15%) Retail
9 75 (4.83%) Public Sector
10 39 (2.51%) Legal
11 34 (2.19%) Advertising
12 31 (1.99%) Financial Institution
12 31 (1.99%) Influencing Skills
12 31 (1.99%) Organisational Skills
13 24 (1.54%) Presentation Skills
14 22 (1.42%) Games
15 20 (1.29%) Back Office
16 15 (0.97%) Manufacturing
16 15 (0.97%) Publishing
17 12 (0.77%) Aerospace
Job Titles
1 578 (37.19%) Data Scientist
2 361 (23.23%) Senior
3 294 (18.92%) Senior Data Scientist
4 221 (14.22%) Lead
5 177 (11.39%) Data Engineer
6 98 (6.31%) Lead Data Scientist
7 97 (6.24%) Software Engineer
8 76 (4.89%) Developer
9 74 (4.76%) Analyst
10 71 (4.57%) Architect
11 62 (3.99%) Consultant
12 46 (2.96%) Artificial Intelligence Engineer
13 38 (2.45%) Data Analyst
14 36 (2.32%) Senior Data Engineer
15 35 (2.25%) Data Architect
16 34 (2.19%) Machine Learning Scientist
16 34 (2.19%) Research Scientist
17 30 (1.93%) Python Engineer
18 28 (1.80%) Product Specialist
19 27 (1.74%) Data Manager
Libraries, Frameworks & Software Standards
1 154 (9.91%) PyTorch
2 124 (7.98%) TensorFlow
3 95 (6.11%) scikit-learn
4 87 (5.60%) Kafka
5 78 (5.02%) LangChain
6 53 (3.41%) PySpark
7 51 (3.28%) Pandas
8 39 (2.51%) LangGraph
9 36 (2.32%) React
10 35 (2.25%) LlamaIndex
11 34 (2.19%) Hugging Face
12 32 (2.06%) NumPy
13 28 (1.80%) gRPC
13 28 (1.80%) pgvector
14 26 (1.67%) REST
15 22 (1.42%) RESTful
16 21 (1.35%) FastAPI
16 21 (1.35%) Node.js
16 21 (1.35%) Spring
17 20 (1.29%) Flask
Miscellaneous
1 117 (7.53%) Algorithms
2 113 (7.27%) Cloud Native
3 81 (5.21%) AI Agents
4 61 (3.93%) Distributed Systems
5 52 (3.35%) Onboarding
6 48 (3.09%) Product Ownership
7 45 (2.90%) Video\Live Streaming
8 34 (2.19%) Clustering
8 34 (2.19%) Over-the-Top Content
9 31 (1.99%) Data Structures
10 29 (1.87%) Public Cloud
11 27 (1.74%) Management Information System
12 26 (1.67%) Social Media
13 25 (1.61%) Hedge funds
14 24 (1.54%) Blog
15 20 (1.29%) Life Science
16 18 (1.16%) e-Learning
16 18 (1.16%) Greenfield Project
17 15 (0.97%) Credit Risk
18 12 (0.77%) IoT
Operating Systems
1 28 (1.80%) Linux
2 12 (0.77%) Windows
3 3 (0.19%) Apple iOS
4 2 (0.13%) Embedded Linux
4 2 (0.13%) Mac OS
4 2 (0.13%) Unix
4 2 (0.13%) Windows Server
5 1 (0.064%) Red Hat Enterprise Linux
5 1 (0.064%) Rocky
Processes & Methodologies
1 813 (52.32%) AI
2 762 (49.03%) Machine Learning
3 642 (41.31%) Analytics
4 288 (18.53%) CI/CD
5 283 (18.21%) Decision-Making
6 274 (17.63%) Software Engineering
7 272 (17.50%) Data Engineering
8 259 (16.67%) Problem-Solving
9 255 (16.41%) Agile
10 252 (16.22%) Data Pipeline
11 235 (15.12%) Roadmaps
12 233 (14.99%) Business Intelligence
13 229 (14.74%) Generative AI
14 225 (14.48%) Mentoring
15 202 (13.00%) MLOps
16 185 (11.90%) Actionable Insight
17 183 (11.78%) Data Modelling
18 167 (10.75%) Use Case
19 164 (10.55%) Computer Science
19 164 (10.55%) Visualisation
Programming Languages
1 720 (46.33%) Python
2 455 (29.28%) SQL
3 95 (6.11%) Java
4 72 (4.63%) Scala
5 52 (3.35%) C++
6 42 (2.70%) JavaScript
6 42 (2.70%) R
7 39 (2.51%) Go
8 29 (1.87%) C#
9 20 (1.29%) Bicep
9 20 (1.29%) C
10 19 (1.22%) TypeScript
11 17 (1.09%) VBA
12 10 (0.64%) Julia
12 10 (0.64%) Kotlin
12 10 (0.64%) PHP
13 8 (0.51%) Groovy
14 7 (0.45%) Bash
15 6 (0.39%) Ruby
16 5 (0.32%) Rust
Qualifications
1 346 (22.27%) Degree
2 167 (10.75%) Security Cleared
3 91 (5.86%) DV Cleared
4 85 (5.47%) Master's Degree
5 67 (4.31%) SC Cleared
6 62 (3.99%) PhD
7 52 (3.35%) Computer Science Degree
8 34 (2.19%) Azure Certification
9 29 (1.87%) DBS Check
10 18 (1.16%) BPSS Clearance
11 17 (1.09%) Microsoft Certification
12 14 (0.90%) AWS Certification
12 14 (0.90%) SnowPro
13 8 (0.51%) Numerate Degree
13 8 (0.51%) Postgraduate
14 5 (0.32%) Microsoft Certified Professional
15 3 (0.19%) CISSP
15 3 (0.19%) PMI Certification
15 3 (0.19%) PMP
15 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 172 (11.07%) Data Quality
2 52 (3.35%) GDPR
3 49 (3.15%) QA
4 43 (2.77%) Accessibility
5 23 (1.48%) California Consumer Privacy Act
6 14 (0.90%) 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
1 103 (6.63%) 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 76 (4.89%) Kubernetes
2 68 (4.38%) 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
1 230 (14.80%) Databricks
2 119 (7.66%) Microsoft
3 91 (5.86%) Google
4 48 (3.09%) Dell
5 27 (1.74%) Typelevel
6 26 (1.67%) Informatica
6 26 (1.67%) Teradata
7 25 (1.61%) OpenAI
8 24 (1.54%) Denodo
9 23 (1.48%) Cloudera
10 20 (1.29%) Oracle
11 11 (0.71%) SAP
12 10 (0.64%) LexisNexis
13 9 (0.58%) Workday
14 7 (0.45%) IBM
14 7 (0.45%) ServiceNow
15 6 (0.39%) Foundry
15 6 (0.39%) HP
16 5 (0.32%) Alteryx
16 5 (0.32%) Salesforce