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

6 months to
11 Aug 2026
Same period 2025 Same period 2024
Rank 130 140 149
Rank change year-on-year +10 +9 -23
Permanent jobs citing Data Science 1,558 1,147 1,458
As % of all permanent jobs in the UK 1.47% 2.30% 1.75%
As % of the Processes & Methodologies category 2.00% 2.58% 2.15%
Number of salaries quoted 885 498 737
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 £92,000
90th Percentile £105,000 £115,225 £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 78,019 44,452 67,790
As % of all permanent jobs advertised in the UK 73.52% 89.29% 81.16%
Number of salaries quoted 53,759 25,267 43,796
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% - -9.09%
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 11 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 11 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 +14 1,434 £75,000 +3.45% 1,763
UK excluding London -4 753 £70,000 +16.67% 773
London +7 715 £80,000 -3.03% 1,158
Work from Home +41 506 £75,000 +15.38% 624
North of England +86 233 £75,000 +36.36% 206
North West +82 153 £75,000 +36.36% 117
South East -97 140 £70,000 +27.27% 200
Midlands +15 138 £60,000 -6.98% 85
South West -37 131 £60,000 -14.29% 101
East Midlands +25 80 £65,000 +36.84% 39
West Midlands -15 58 £36,000 -44.40% 46
Yorkshire +1 55 £70,000 +21.74% 73
East of England -26 48 £75,000 +20.97% 69
Wales -34 29 £75,000 +11.01% 32
Scotland -2 27 £75,000 -2.43% 68
North East -38 25 £80,000 +68.42% 17
Northern Ireland -68 7 £55,000 - 20

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 (8.02%) Apache Spark
2 62 (3.98%) Apache Airflow
3 42 (2.70%) Apache
4 18 (1.16%) ArcGIS
5 15 (0.96%) SAS
6 13 (0.83%) 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%) CMS
12 1 (0.064%) R Markdown
Applications
1 53 (3.40%) Microsoft Excel
2 12 (0.77%) Microsoft Office
3 8 (0.51%) 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
1 421 (27.02%) AWS
2 358 (22.98%) Azure
3 240 (15.40%) GCP
4 156 (10.01%) Power Platform
5 121 (7.77%) Snowflake
6 64 (4.11%) Azure Data Factory
7 62 (3.98%) Azure Synapse Analytics
8 56 (3.59%) dbt
9 51 (3.27%) Serverless
10 44 (2.82%) SaaS
11 36 (2.31%) Amazon S3
12 35 (2.25%) AWS Lambda
13 33 (2.12%) Azure Machine Learning
14 31 (1.99%) Amazon Bedrock
15 30 (1.93%) Anthropic Claude
16 27 (1.73%) Azure DevOps
17 25 (1.60%) GitHub
18 21 (1.35%) Microsoft Purview
19 17 (1.09%) Amazon Kinesis
19 17 (1.09%) Google Analytics
Communications & Networking
1 70 (4.49%) 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 (9.56%) Power BI
2 142 (9.11%) Data Warehouse
3 115 (7.38%) Data Lake
4 106 (6.80%) Tableau
5 76 (4.88%) Amazon Redshift
6 67 (4.30%) Metadata
7 64 (4.11%) NoSQL
8 58 (3.72%) BigQuery
9 57 (3.66%) Big Data
10 52 (3.34%) Looker
11 46 (2.95%) PostgreSQL
12 41 (2.63%) Elasticsearch
13 40 (2.57%) Relational Database
14 39 (2.50%) MongoDB
15 36 (2.31%) SQL Server
16 31 (1.99%) Azure SQL Database
17 30 (1.93%) GIS
18 29 (1.86%) Delta Lake
19 28 (1.80%) Hadoop
20 25 (1.60%) Snowflake Schema
Development Applications
1 88 (5.65%) 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
1 401 (25.74%) Finance
2 319 (20.47%) Social Skills
3 298 (19.13%) Analytical Skills
4 132 (8.47%) Marketing
5 127 (8.15%) Inclusion and Diversity
6 118 (7.57%) Banking
7 88 (5.65%) Law
8 84 (5.39%) Public Sector
9 78 (5.01%) Retail
10 39 (2.50%) Legal
11 33 (2.12%) Advertising
12 31 (1.99%) Financial Institution
12 31 (1.99%) Organisational Skills
13 26 (1.67%) Influencing Skills
14 24 (1.54%) Presentation Skills
15 21 (1.35%) Back Office
15 21 (1.35%) Games
16 15 (0.96%) Manufacturing
16 15 (0.96%) Publishing
17 12 (0.77%) Aerospace
Job Titles
1 575 (36.91%) Data Scientist
2 358 (22.98%) Senior
3 290 (18.61%) Senior Data Scientist
4 218 (13.99%) Lead
5 181 (11.62%) Data Engineer
6 98 (6.29%) Software Engineer
7 97 (6.23%) Lead Data Scientist
8 79 (5.07%) Developer
9 74 (4.75%) Analyst
9 74 (4.75%) Architect
10 69 (4.43%) Consultant
11 45 (2.89%) Artificial Intelligence Engineer
12 38 (2.44%) Data Analyst
13 34 (2.18%) Data Architect
13 34 (2.18%) Research Scientist
14 33 (2.12%) Senior Data Engineer
15 31 (1.99%) Machine Learning Scientist
15 31 (1.99%) Python Engineer
16 28 (1.80%) Product Specialist
16 28 (1.80%) Systems Engineer
Libraries, Frameworks & Software Standards
1 156 (10.01%) PyTorch
2 122 (7.83%) TensorFlow
3 93 (5.97%) scikit-learn
4 87 (5.58%) Kafka
5 76 (4.88%) LangChain
6 52 (3.34%) PySpark
7 50 (3.21%) Pandas
8 37 (2.37%) LangGraph
9 36 (2.31%) gRPC
9 36 (2.31%) React
10 35 (2.25%) LlamaIndex
11 34 (2.18%) Hugging Face
12 31 (1.99%) NumPy
13 28 (1.80%) pgvector
14 26 (1.67%) REST
15 22 (1.41%) RESTful
16 21 (1.35%) Node.js
17 20 (1.28%) Spring
18 19 (1.22%) FastAPI
18 19 (1.22%) SpaCy
Miscellaneous
1 120 (7.70%) Algorithms
2 110 (7.06%) Cloud Native
3 81 (5.20%) AI Agents
4 71 (4.56%) Distributed Systems
5 53 (3.40%) Video\Live Streaming
6 52 (3.34%) Product Ownership
7 50 (3.21%) Onboarding
8 42 (2.70%) Over-the-Top Content
9 34 (2.18%) Clustering
10 30 (1.93%) Data Structures
11 29 (1.86%) Public Cloud
12 27 (1.73%) Management Information System
13 26 (1.67%) Social Media
14 25 (1.60%) Hedge funds
15 22 (1.41%) Blog
16 20 (1.28%) Life Science
17 18 (1.16%) e-Learning
17 18 (1.16%) Greenfield Project
18 14 (0.90%) Credit Risk
19 13 (0.83%) 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
1 807 (51.80%) AI
2 763 (48.97%) Machine Learning
3 643 (41.27%) Analytics
4 290 (18.61%) CI/CD
5 278 (17.84%) Decision-Making
6 276 (17.72%) Software Engineering
7 274 (17.59%) Data Engineering
8 263 (16.88%) Problem-Solving
9 260 (16.69%) Agile
10 251 (16.11%) Data Pipeline
11 235 (15.08%) Mentoring
12 233 (14.96%) Business Intelligence
13 231 (14.83%) Roadmaps
14 226 (14.51%) Generative AI
15 198 (12.71%) MLOps
16 183 (11.75%) Data Modelling
17 181 (11.62%) Actionable Insight
18 163 (10.46%) Computer Science
19 162 (10.40%) Visualisation
20 161 (10.33%) Use Case
Programming Languages
1 730 (46.85%) Python
2 456 (29.27%) SQL
3 95 (6.10%) Java
4 80 (5.13%) Scala
5 50 (3.21%) C++
6 47 (3.02%) Go
7 46 (2.95%) R
8 43 (2.76%) JavaScript
9 28 (1.80%) C#
10 20 (1.28%) C
10 20 (1.28%) TypeScript
11 19 (1.22%) Bicep
12 18 (1.16%) VBA
13 10 (0.64%) PHP
14 9 (0.58%) Julia
14 9 (0.58%) Kotlin
15 8 (0.51%) Groovy
16 7 (0.45%) Bash
17 6 (0.39%) Ruby
18 5 (0.32%) Rust
Qualifications
1 346 (22.21%) Degree
2 169 (10.85%) Security Cleared
3 92 (5.91%) DV Cleared
4 87 (5.58%) Master's Degree
5 67 (4.30%) SC Cleared
6 60 (3.85%) PhD
7 53 (3.40%) Computer Science Degree
8 33 (2.12%) Azure Certification
9 30 (1.93%) DBS Check
10 18 (1.16%) BPSS Clearance
11 16 (1.03%) Microsoft Certification
12 14 (0.90%) AWS Certification
13 13 (0.83%) SnowPro
14 8 (0.51%) Postgraduate
15 6 (0.39%) Numerate Degree
16 5 (0.32%) Microsoft Certified Professional
17 3 (0.19%) CISSP
17 3 (0.19%) PMI Certification
17 3 (0.19%) PMP
17 3 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 173 (11.10%) Data Quality
2 54 (3.47%) QA
3 53 (3.40%) GDPR
4 46 (2.95%) Accessibility
5 23 (1.48%) California Consumer Privacy Act
6 13 (0.83%) 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%) PERC
11 1 (0.064%) Software Quality Assurance
System Software
1 112 (7.19%) 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 (5.07%) Kubernetes
2 68 (4.36%) Terraform
3 15 (0.96%) 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
1 225 (14.44%) Databricks
2 116 (7.45%) Microsoft
3 92 (5.91%) Google
4 48 (3.08%) Dell
5 35 (2.25%) Typelevel
6 26 (1.67%) Informatica
6 26 (1.67%) Teradata
7 24 (1.54%) Denodo
7 24 (1.54%) OpenAI
8 23 (1.48%) Cloudera
9 20 (1.28%) Oracle
10 12 (0.77%) SAP
11 9 (0.58%) LexisNexis
11 9 (0.58%) Workday
12 7 (0.45%) IBM
12 7 (0.45%) ServiceNow
13 6 (0.39%) HP
14 5 (0.32%) Alteryx
14 5 (0.32%) Foundry
14 5 (0.32%) Salesforce