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

6 months to
10 Jul 2026
Same period 2025 Same period 2024
Rank 157 138 144
Rank change year-on-year -19 +6 -51
Permanent jobs citing Data Science 1,290 1,102 1,919
As % of all permanent jobs in the UK 1.32% 2.25% 1.88%
As % of the Processes & Methodologies category 1.78% 2.49% 2.28%
Number of salaries quoted 754 503 1,118
10th Percentile £42,500 £42,500 £42,500
25th Percentile £55,000 £52,500 £48,770
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -7.14%
75th Percentile £90,000 £97,500 £88,750
90th Percentile £101,250 £115,000 £111,250
UK excluding London median annual salary £66,720 £64,000 £58,250
% change year-on-year +4.25% +9.87% -6.80%

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 72,315 44,278 84,054
As % of all permanent jobs advertised in the UK 73.86% 90.47% 82.35%
Number of salaries quoted 49,904 24,657 59,064
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £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 £100,000 £92,500
UK excluding London median annual salary £54,772 £50,000 £50,000
% change year-on-year +9.54% - -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 10 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 10 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 -3 1,205 £70,000 -6.67% 898
UK excluding London -15 622 £66,720 +4.25% 521
London -1 577 £80,000 -5.88% 520
Work from Home +44 454 £70,000 - 325
North of England +46 184 £75,000 +30.43% 118
North West +69 131 £75,000 +36.36% 62
Midlands +28 128 £55,000 -7.76% 71
South East -90 121 £70,000 +21.74% 171
South West -40 117 £60,000 -20.00% 68
East Midlands +21 79 £60,000 +50.00% 36
East of England +7 50 £80,000 +9.59% 51
West Midlands +2 49 £36,000 -42.40% 35
Yorkshire -24 36 £66,720 +10.14% 42
North East -35 17 £80,000 +68.42% 15
Scotland -21 10 £85,000 +21.43% 26
Wales -43 9 £65,000 -3.79% 12
Northern Ireland -62 3 - - 17

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 (7.91%) Apache Spark
2 62 (4.81%) Apache Airflow
3 30 (2.33%) Apache
4 22 (1.71%) ArcGIS
5 16 (1.24%) SharePoint
6 15 (1.16%) 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 (3.02%) 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
1 345 (26.74%) AWS
2 301 (23.33%) Azure
3 213 (16.51%) GCP
4 133 (10.31%) Power Platform
5 84 (6.51%) Snowflake
6 56 (4.34%) Azure Synapse Analytics
7 54 (4.19%) Azure Data Factory
8 49 (3.80%) dbt
9 42 (3.26%) Serverless
10 38 (2.95%) SaaS
11 28 (2.17%) Amazon S3
11 28 (2.17%) AWS Lambda
12 27 (2.09%) Azure Machine Learning
13 22 (1.71%) Azure DevOps
14 15 (1.16%) Amazon Kinesis
15 14 (1.09%) Microsoft Purview
16 13 (1.01%) Amazon Bedrock
16 13 (1.01%) Amazon SageMaker
16 13 (1.01%) Anthropic Claude
16 13 (1.01%) Microsoft 365
Communications & Networking
1 95 (7.36%) Broadband
2 14 (1.09%) BGP
3 9 (0.70%) 4G
3 9 (0.70%) Cisco IOS
3 9 (0.70%) Ethernet VPN
3 9 (0.70%) IOS XR
3 9 (0.70%) MPLS
4 6 (0.47%) 5G
4 6 (0.47%) Internet
5 5 (0.39%) DNS
5 5 (0.39%) IPsec
5 5 (0.39%) Software-Defined Radio
5 5 (0.39%) VPN
6 4 (0.31%) HTTP
7 2 (0.16%) Firewall
7 2 (0.16%) Tactical Data Link
8 1 (0.078%) Kerberos
8 1 (0.078%) SMS
8 1 (0.078%) Wi-Fi
8 1 (0.078%) Wireless
Database & Business Intelligence
1 127 (9.84%) Power BI
2 121 (9.38%) Data Warehouse
3 85 (6.59%) Data Lake
4 76 (5.89%) Tableau
5 66 (5.12%) Amazon Redshift
6 61 (4.73%) BigQuery
6 61 (4.73%) Metadata
7 55 (4.26%) NoSQL
8 50 (3.88%) Elasticsearch
8 50 (3.88%) Looker
9 40 (3.10%) PostgreSQL
10 39 (3.02%) MongoDB
11 37 (2.87%) GIS
12 36 (2.79%) Big Data
13 29 (2.25%) Relational Database
14 26 (2.02%) QGIS
15 25 (1.94%) Snowflake Schema
16 24 (1.86%) Delta Lake
17 22 (1.71%) MySQL
17 22 (1.71%) Spatial Data
Development Applications
1 88 (6.82%) Git
2 43 (3.33%) 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
1 264 (20.47%) Social Skills
2 243 (18.84%) Finance
3 240 (18.60%) Analytical Skills
4 88 (6.82%) Inclusion and Diversity
5 75 (5.81%) Marketing
6 59 (4.57%) Banking
7 58 (4.50%) Public Sector
7 58 (4.50%) Retail
8 36 (2.79%) Law
9 28 (2.17%) Advertising
10 27 (2.09%) Organisational Skills
11 22 (1.71%) Influencing Skills
11 22 (1.71%) Legal
12 18 (1.40%) Financial Institution
12 18 (1.40%) Manufacturing
13 17 (1.32%) Games
14 13 (1.01%) Presentation Skills
14 13 (1.01%) Telecoms
15 11 (0.85%) Publishing
16 10 (0.78%) Military
Job Titles
1 479 (37.13%) Data Scientist
2 288 (22.33%) Senior
3 233 (18.06%) Senior Data Scientist
4 162 (12.56%) Lead
5 153 (11.86%) Data Engineer
6 85 (6.59%) Software Engineer
7 84 (6.51%) Developer
8 70 (5.43%) Lead Data Scientist
9 68 (5.27%) Consultant
10 52 (4.03%) Analyst
11 46 (3.57%) Architect
12 35 (2.71%) Python Engineer
13 34 (2.64%) Artificial Intelligence Engineer
14 33 (2.56%) Research Scientist
14 33 (2.56%) Senior Data Engineer
15 31 (2.40%) Data Analyst
15 31 (2.40%) Systems Engineer
16 30 (2.33%) Scala Engineer
17 28 (2.17%) Product Specialist
18 25 (1.94%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 153 (11.86%) PyTorch
2 116 (8.99%) TensorFlow
3 74 (5.74%) scikit-learn
4 66 (5.12%) Kafka
5 51 (3.95%) LangChain
6 46 (3.57%) gRPC
7 43 (3.33%) PySpark
8 35 (2.71%) React
9 33 (2.56%) Pandas
10 32 (2.48%) LlamaIndex
11 29 (2.25%) Hugging Face
12 25 (1.94%) pgvector
13 23 (1.78%) RESTful
14 21 (1.63%) REST
15 19 (1.47%) FastAPI
15 19 (1.47%) 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 (8.06%) Algorithms
2 81 (6.28%) Cloud Native
3 71 (5.50%) Distributed Systems
4 69 (5.35%) Video\Live Streaming
5 54 (4.19%) Over-the-Top Content
6 48 (3.72%) Product Ownership
7 32 (2.48%) Data Structures
8 31 (2.40%) AI Agents
8 31 (2.40%) Clustering
9 27 (2.09%) Social Media
10 26 (2.02%) Public Cloud
11 23 (1.78%) Life Science
12 19 (1.47%) Onboarding
13 17 (1.32%) Management Information System
14 15 (1.16%) Greenfield Project
15 14 (1.09%) e-Learning
16 12 (0.93%) Virtual Team
17 10 (0.78%) Enterprise Software
18 9 (0.70%) Blog
18 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 (47.67%) AI
2 589 (45.66%) Machine Learning
3 495 (38.37%) Analytics
4 252 (19.53%) CI/CD
5 235 (18.22%) Software Engineering
6 234 (18.14%) Data Engineering
7 222 (17.21%) Problem-Solving
8 220 (17.05%) Decision-Making
9 215 (16.67%) Agile
10 205 (15.89%) Data Pipeline
11 199 (15.43%) Mentoring
12 187 (14.50%) Business Intelligence
13 183 (14.19%) Roadmaps
14 175 (13.57%) Generative AI
14 175 (13.57%) MLOps
15 162 (12.56%) Data Modelling
16 147 (11.40%) Use Case
17 136 (10.54%) ETL
18 131 (10.16%) DevOps
19 129 (10.00%) Computer Science
Programming Languages
1 664 (51.47%) Python
2 352 (27.29%) SQL
3 87 (6.74%) Scala
4 81 (6.28%) Java
5 56 (4.34%) Go
6 46 (3.57%) C++
7 45 (3.49%) R
8 38 (2.95%) JavaScript
9 28 (2.17%) C#
10 20 (1.55%) C
10 20 (1.55%) VBA
11 15 (1.16%) TypeScript
12 13 (1.01%) Bicep
13 10 (0.78%) Bash
13 10 (0.78%) PHP
14 8 (0.62%) Julia
15 7 (0.54%) Groovy
15 7 (0.54%) T-SQL
16 5 (0.39%) Data Analysis Expressions
16 5 (0.39%) Ruby
Qualifications
1 279 (21.63%) Degree
2 128 (9.92%) Security Cleared
3 73 (5.66%) Master's Degree
4 64 (4.96%) DV Cleared
5 51 (3.95%) PhD
5 51 (3.95%) SC Cleared
6 43 (3.33%) Computer Science Degree
7 35 (2.71%) DBS Check
8 26 (2.02%) Azure Certification
9 12 (0.93%) Microsoft Certification
10 8 (0.62%) AWS Certification
10 8 (0.62%) Postgraduate
10 8 (0.62%) SnowPro
11 7 (0.54%) BPSS Clearance
12 6 (0.47%) APMP
12 6 (0.47%) MBA
13 3 (0.23%) CISSP
13 3 (0.23%) Numerate Degree
13 3 (0.23%) TOGAF Certification
14 2 (0.16%) SANS
Quality Assurance & Compliance
1 139 (10.78%) Data Quality
2 50 (3.88%) GDPR
3 45 (3.49%) QA
4 41 (3.18%) Accessibility
5 24 (1.86%) California Consumer Privacy Act
6 8 (0.62%) 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%) GxP
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.078%) GRC
10 1 (0.078%) SOC 2
System Software
1 108 (8.37%) 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 64 (4.96%) Kubernetes
2 57 (4.42%) 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
1 162 (12.56%) Databricks
2 77 (5.97%) Microsoft
3 70 (5.43%) Google
4 48 (3.72%) Dell
5 45 (3.49%) Typelevel
6 26 (2.02%) Informatica
6 26 (2.02%) Teradata
7 24 (1.86%) Denodo
8 23 (1.78%) Cloudera
9 14 (1.09%) OpenAI
9 14 (1.09%) Oracle
10 13 (1.01%) Cisco
11 9 (0.70%) Salesforce
12 7 (0.54%) SAP
12 7 (0.54%) ServiceNow
13 6 (0.47%) IBM
14 5 (0.39%) HP
14 5 (0.39%) Palantir
15 4 (0.31%) Workday
16 3 (0.23%) Salesforce Marketing Cloud