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

6 months to
12 Jul 2026
Same period 2025 Same period 2024
Rank 160 139 146
Rank change year-on-year -21 +7 -54
Permanent jobs citing Data Science 1,287 1,122 1,857
As % of all permanent jobs in the UK 1.30% 2.28% 1.84%
As % of the Processes & Methodologies category 1.77% 2.52% 2.23%
Number of salaries quoted 761 507 1,058
10th Percentile £42,000 £42,500 £42,500
25th Percentile £55,000 £52,500 £50,030
Median annual salary (50th Percentile) £70,000 £75,000 £67,500
Median % change year-on-year -6.67% +11.11% -3.57%
75th Percentile £90,000 £97,500 £90,000
90th Percentile £101,250 £115,000 £112,500
UK excluding London median annual salary £66,720 £64,000 £60,000
% change year-on-year +4.25% +6.67% -4.00%

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 72,826 44,439 83,222
As % of all permanent jobs advertised in the UK 73.81% 90.30% 82.24%
Number of salaries quoted 50,337 24,847 58,274
10th Percentile £30,250 £28,750 £29,750
25th Percentile £41,250 £38,250 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £98,750 £92,500
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 12 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 12 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 -8 1,202 £70,000 -6.67% 1,190
UK excluding London -16 623 £66,720 +4.25% 706
London -6 572 £80,000 -5.88% 744
Work from Home +24 448 £70,000 +5.26% 374
North of England +64 186 £75,000 +30.43% 149
North West +60 132 £75,000 +36.36% 80
Midlands +25 128 £52,500 -12.50% 72
South East -89 121 £70,000 +24.44% 173
South West -39 117 £60,000 -20.00% 198
East Midlands +16 78 £60,000 +50.00% 35
West Midlands +1 50 £36,000 -43.53% 37
East of England -2 49 £78,425 +7.43% 50
Yorkshire -23 36 £66,720 +10.14% 51
North East -43 18 £80,000 +68.42% 19
Scotland -25 10 £85,000 +21.43% 37
Wales -42 9 £65,000 -3.79% 16
Northern Ireland -60 3 - - 24

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
1 102 (7.93%) Apache Spark
2 62 (4.82%) Apache Airflow
3 30 (2.33%) Apache
4 22 (1.71%) ArcGIS
5 16 (1.24%) SharePoint
6 15 (1.17%) SAS
7 9 (0.70%) Jupyter
8 5 (0.39%) ColdFusion
8 5 (0.39%) Confluence
8 5 (0.39%) GeoServer
9 3 (0.23%) CMS
10 2 (0.16%) Apache Pulsar
11 1 (0.078%) Palantir Foundry
11 1 (0.078%) WordPress
Applications
1 39 (3.03%) Microsoft Excel
2 6 (0.47%) Chatbot
3 4 (0.31%) Microsoft Office
4 3 (0.23%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.16%) Microsoft Project
5 2 (0.16%) SPSS
6 1 (0.078%) Final Cut Pro
6 1 (0.078%) Trello
Business Applications
1 1 (0.078%) Dynamics CRM
1 1 (0.078%) FIS Private Capital Suite
1 1 (0.078%) HFM
1 1 (0.078%) Oracle EBS
1 1 (0.078%) Oracle ERP
Cloud Services
1 348 (27.04%) AWS
2 304 (23.62%) Azure
3 215 (16.71%) GCP
4 134 (10.41%) Power Platform
5 84 (6.53%) Snowflake
6 56 (4.35%) Azure Synapse Analytics
7 54 (4.20%) Azure Data Factory
8 49 (3.81%) dbt
9 42 (3.26%) Serverless
10 39 (3.03%) SaaS
11 28 (2.18%) Amazon S3
11 28 (2.18%) AWS Lambda
11 28 (2.18%) Azure Machine Learning
12 22 (1.71%) Azure DevOps
13 15 (1.17%) Amazon Kinesis
14 14 (1.09%) Microsoft Purview
15 13 (1.01%) Amazon Bedrock
15 13 (1.01%) Amazon SageMaker
15 13 (1.01%) Anthropic Claude
15 13 (1.01%) Microsoft 365
Communications & Networking
1 87 (6.76%) Broadband
2 6 (0.47%) 5G
2 6 (0.47%) BGP
2 6 (0.47%) Internet
3 5 (0.39%) DNS
3 5 (0.39%) IPsec
3 5 (0.39%) VPN
4 4 (0.31%) HTTP
4 4 (0.31%) Software-Defined Radio
5 2 (0.16%) Firewall
5 2 (0.16%) Tactical Data Link
6 1 (0.078%) 4G
6 1 (0.078%) Cisco IOS
6 1 (0.078%) Ethernet VPN
6 1 (0.078%) IOS XR
6 1 (0.078%) Kerberos
6 1 (0.078%) MPLS
6 1 (0.078%) SMS
Database & Business Intelligence
1 128 (9.95%) Power BI
2 122 (9.48%) Data Warehouse
3 86 (6.68%) Data Lake
4 76 (5.91%) Tableau
5 66 (5.13%) Amazon Redshift
6 61 (4.74%) BigQuery
6 61 (4.74%) Metadata
7 55 (4.27%) NoSQL
8 51 (3.96%) Looker
9 50 (3.89%) Elasticsearch
10 40 (3.11%) PostgreSQL
11 39 (3.03%) MongoDB
12 37 (2.87%) GIS
13 36 (2.80%) Big Data
14 29 (2.25%) Relational Database
15 26 (2.02%) QGIS
16 25 (1.94%) Snowflake Schema
17 24 (1.86%) Delta Lake
18 22 (1.71%) MySQL
18 22 (1.71%) Spatial Data
Development Applications
1 80 (6.22%) Git
2 43 (3.34%) MLflow
3 12 (0.93%) Jenkins
4 11 (0.85%) GitLab
4 11 (0.85%) JIRA
5 6 (0.47%) Claude Code
6 4 (0.31%) Selenium
7 3 (0.23%) Visual Studio Code
8 2 (0.16%) JUnit
9 1 (0.078%) Bitbucket
9 1 (0.078%) TeamCity
9 1 (0.078%) Yeoman
General
1 257 (19.97%) Social Skills
2 244 (18.96%) Finance
3 241 (18.73%) Analytical Skills
4 81 (6.29%) Inclusion and Diversity
5 76 (5.91%) Marketing
6 60 (4.66%) Banking
6 60 (4.66%) Public Sector
7 58 (4.51%) Retail
8 37 (2.87%) Law
9 28 (2.18%) Advertising
10 27 (2.10%) Organisational Skills
11 23 (1.79%) Influencing Skills
12 22 (1.71%) Legal
13 18 (1.40%) Financial Institution
13 18 (1.40%) Manufacturing
14 17 (1.32%) Games
15 13 (1.01%) Presentation Skills
16 11 (0.85%) Publishing
17 10 (0.78%) Military
18 8 (0.62%) Automotive
Job Titles
1 483 (37.53%) Data Scientist
2 287 (22.30%) Senior
3 232 (18.03%) Senior Data Scientist
4 159 (12.35%) Lead
5 153 (11.89%) Data Engineer
6 86 (6.68%) Software Engineer
7 84 (6.53%) Developer
8 70 (5.44%) Lead Data Scientist
9 69 (5.36%) Consultant
10 54 (4.20%) Analyst
11 46 (3.57%) Architect
12 35 (2.72%) Artificial Intelligence Engineer
12 35 (2.72%) Python Engineer
13 32 (2.49%) Research Scientist
13 32 (2.49%) Senior Data Engineer
14 31 (2.41%) Data Analyst
15 30 (2.33%) Scala Engineer
15 30 (2.33%) Systems Engineer
16 28 (2.18%) Product Specialist
17 25 (1.94%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 153 (11.89%) PyTorch
2 117 (9.09%) TensorFlow
3 76 (5.91%) scikit-learn
4 66 (5.13%) Kafka
5 52 (4.04%) LangChain
6 46 (3.57%) gRPC
7 44 (3.42%) PySpark
8 35 (2.72%) React
9 34 (2.64%) Pandas
10 32 (2.49%) LlamaIndex
11 29 (2.25%) Hugging Face
12 25 (1.94%) pgvector
13 23 (1.79%) RESTful
14 21 (1.63%) REST
15 19 (1.48%) FastAPI
15 19 (1.48%) Node.js
16 18 (1.40%) Django
16 18 (1.40%) HTML
16 18 (1.40%) NumPy
17 16 (1.24%) .NET
Miscellaneous
1 104 (8.08%) Algorithms
2 82 (6.37%) Cloud Native
3 71 (5.52%) Distributed Systems
4 69 (5.36%) Video\Live Streaming
5 54 (4.20%) Over-the-Top Content
6 49 (3.81%) Product Ownership
7 32 (2.49%) Data Structures
8 31 (2.41%) AI Agents
8 31 (2.41%) Clustering
9 26 (2.02%) Public Cloud
10 19 (1.48%) Life Science
10 19 (1.48%) Onboarding
10 19 (1.48%) Social Media
11 17 (1.32%) Management Information System
12 15 (1.17%) Greenfield Project
13 14 (1.09%) e-Learning
14 12 (0.93%) Virtual Team
15 10 (0.78%) Enterprise Software
16 9 (0.70%) Blog
16 9 (0.70%) Hedge funds
Operating Systems
1 25 (1.94%) Linux
2 9 (0.70%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
4 1 (0.078%) Apple iOS
4 1 (0.078%) Mac OS
Processes & Methodologies
1 615 (47.79%) AI
2 591 (45.92%) Machine Learning
3 497 (38.62%) Analytics
4 254 (19.74%) CI/CD
5 237 (18.41%) Software Engineering
6 235 (18.26%) Data Engineering
7 222 (17.25%) Problem-Solving
8 221 (17.17%) Decision-Making
9 207 (16.08%) Agile
10 206 (16.01%) Data Pipeline
11 200 (15.54%) Mentoring
12 188 (14.61%) Business Intelligence
13 182 (14.14%) Roadmaps
14 177 (13.75%) Generative AI
15 175 (13.60%) MLOps
16 162 (12.59%) Data Modelling
17 145 (11.27%) Use Case
18 136 (10.57%) ETL
19 131 (10.18%) DevOps
20 127 (9.87%) Computer Science
Programming Languages
1 656 (50.97%) Python
2 354 (27.51%) SQL
3 87 (6.76%) Scala
4 81 (6.29%) Java
5 56 (4.35%) Go
6 45 (3.50%) C++
6 45 (3.50%) R
7 38 (2.95%) JavaScript
8 28 (2.18%) C#
9 20 (1.55%) C
9 20 (1.55%) VBA
10 15 (1.17%) TypeScript
11 13 (1.01%) Bicep
12 10 (0.78%) Bash
12 10 (0.78%) PHP
13 8 (0.62%) Julia
14 7 (0.54%) Groovy
14 7 (0.54%) T-SQL
15 5 (0.39%) Data Analysis Expressions
15 5 (0.39%) Rust
Qualifications
1 276 (21.45%) Degree
2 132 (10.26%) Security Cleared
3 69 (5.36%) Master's Degree
4 67 (5.21%) DV Cleared
5 51 (3.96%) SC Cleared
6 49 (3.81%) PhD
7 44 (3.42%) Computer Science Degree
8 35 (2.72%) DBS Check
9 26 (2.02%) Azure Certification
10 12 (0.93%) Microsoft Certification
11 9 (0.70%) AWS Certification
12 8 (0.62%) Postgraduate
12 8 (0.62%) SnowPro
13 7 (0.54%) BPSS Clearance
14 6 (0.47%) APMP
14 6 (0.47%) MBA
15 3 (0.23%) CISSP
15 3 (0.23%) Numerate Degree
15 3 (0.23%) TOGAF Certification
16 2 (0.16%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 139 (10.80%) Data Quality
2 50 (3.89%) GDPR
3 45 (3.50%) QA
4 38 (2.95%) Accessibility
5 24 (1.86%) California Consumer Privacy Act
6 9 (0.70%) ISO/IEC 27001
7 6 (0.47%) Actionable Recommendations
8 3 (0.23%) EU AI Act
8 3 (0.23%) PERC
9 2 (0.16%) DICOM
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) SOC 2
9 2 (0.16%) Solvency II
10 1 (0.078%) GRC
System Software
1 109 (8.47%) Docker
2 3 (0.23%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.078%) Virtual Desktop
Systems Management
1 65 (5.05%) Kubernetes
2 58 (4.51%) Terraform
3 12 (0.93%) Kubeflow
4 5 (0.39%) Hadoop YARN
5 3 (0.23%) Kibana
6 2 (0.16%) Ansible
6 2 (0.16%) Argo
6 2 (0.16%) Computer Emergency Response Teams
6 2 (0.16%) Computer Incident Response Team
7 1 (0.078%) Grafana
7 1 (0.078%) Jamf Pro
7 1 (0.078%) Prometheus
Vendors
1 164 (12.74%) Databricks
2 77 (5.98%) Microsoft
3 71 (5.52%) Google
4 48 (3.73%) Dell
5 45 (3.50%) Typelevel
6 26 (2.02%) Informatica
6 26 (2.02%) Teradata
7 24 (1.86%) Denodo
8 23 (1.79%) Cloudera
9 14 (1.09%) OpenAI
9 14 (1.09%) Oracle
10 9 (0.70%) Salesforce
11 7 (0.54%) SAP
11 7 (0.54%) ServiceNow
12 6 (0.47%) IBM
13 5 (0.39%) Cisco
13 5 (0.39%) HP
13 5 (0.39%) Palantir
14 4 (0.31%) Workday
15 3 (0.23%) Salesforce Marketing Cloud