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

6 months to
16 Jul 2026
Same period 2025 Same period 2024
Rank 159 132 146
Rank change year-on-year -27 +14 -52
Permanent jobs citing Data Science 1,300 1,138 1,855
As % of all permanent jobs in the UK 1.32% 2.32% 1.84%
As % of the Processes & Methodologies category 1.79% 2.57% 2.24%
Number of salaries quoted 768 512 1,051
10th Percentile £42,350 £42,500 £42,500
25th Percentile £55,000 £52,500 £50,298
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 £95,250 £90,000
90th Percentile £101,250 £115,000 £111,250
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 72,823 44,302 82,887
As % of all permanent jobs advertised in the UK 73.72% 90.16% 82.12%
Number of salaries quoted 50,276 24,855 57,929
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £57,201 £55,000
Median % change year-on-year +4.89% +4.00% -8.84%
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 16 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 16 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 -11 1,214 £70,000 -6.67% 920
UK excluding London -32 630 £66,720 +4.25% 691
London -6 577 £80,000 -3.03% 448
Work from Home +34 448 £70,000 +5.47% 503
North of England +58 190 £75,000 +30.43% 165
North West +72 132 £75,000 +36.36% 75
Midlands +35 129 £52,500 -12.50% 80
South East -78 126 £70,000 +21.74% 186
South West -41 113 £60,000 -20.00% 68
East Midlands +11 78 £60,000 +50.00% 40
West Midlands -11 51 £36,000 -42.40% 40
East of England -3 49 £78,425 +14.49% 67
Yorkshire -23 39 £66,720 +10.14% 70
North East -41 19 £80,000 +68.42% 21
Scotland -20 11 £80,000 +14.29% 58
Wales -49 9 £65,000 -3.79% 38
Northern Ireland -59 3 - - 41

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 (7.85%) Apache Spark
2 60 (4.62%) Apache Airflow
3 29 (2.23%) Apache
4 22 (1.69%) ArcGIS
5 16 (1.23%) SharePoint
6 15 (1.15%) SAS
7 7 (0.54%) Jupyter
8 5 (0.38%) ColdFusion
8 5 (0.38%) Confluence
8 5 (0.38%) GeoServer
9 3 (0.23%) CMS
10 2 (0.15%) Apache Pulsar
11 1 (0.077%) Palantir Foundry
11 1 (0.077%) WordPress
Applications
1 39 (3.00%) Microsoft Excel
2 5 (0.38%) Chatbot
3 4 (0.31%) Microsoft Office
4 3 (0.23%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.077%) Final Cut Pro
6 1 (0.077%) Trello
Business Applications
1 1 (0.077%) Dynamics CRM
1 1 (0.077%) FIS Private Capital Suite
1 1 (0.077%) HFM
1 1 (0.077%) Oracle EBS
1 1 (0.077%) Oracle ERP
Cloud Services
1 354 (27.23%) AWS
2 308 (23.69%) Azure
3 215 (16.54%) GCP
4 139 (10.69%) Power Platform
5 86 (6.62%) Snowflake
6 57 (4.38%) Azure Synapse Analytics
7 56 (4.31%) Azure Data Factory
8 49 (3.77%) dbt
9 44 (3.38%) Serverless
10 39 (3.00%) SaaS
11 28 (2.15%) Amazon S3
11 28 (2.15%) AWS Lambda
11 28 (2.15%) Azure Machine Learning
12 25 (1.92%) Azure DevOps
13 16 (1.23%) Amazon Bedrock
13 16 (1.23%) Amazon Kinesis
14 15 (1.15%) Anthropic Claude
15 14 (1.08%) Microsoft Purview
16 13 (1.00%) GitHub
16 13 (1.00%) Microsoft 365
Communications & Networking
1 87 (6.69%) Broadband
2 7 (0.54%) BGP
3 6 (0.46%) 5G
3 6 (0.46%) DNS
3 6 (0.46%) Internet
3 6 (0.46%) IPsec
3 6 (0.46%) VPN
4 4 (0.31%) HTTP
4 4 (0.31%) Software-Defined Radio
5 2 (0.15%) Firewall
6 1 (0.077%) 4G
6 1 (0.077%) Cisco IOS
6 1 (0.077%) Ethernet VPN
6 1 (0.077%) IOS XR
6 1 (0.077%) Kerberos
6 1 (0.077%) MPLS
6 1 (0.077%) SMS
Database & Business Intelligence
1 133 (10.23%) Power BI
2 124 (9.54%) Data Warehouse
3 89 (6.85%) Data Lake
4 76 (5.85%) Tableau
5 66 (5.08%) Amazon Redshift
6 60 (4.62%) BigQuery
6 60 (4.62%) Metadata
7 56 (4.31%) NoSQL
8 51 (3.92%) Looker
9 48 (3.69%) Elasticsearch
10 40 (3.08%) PostgreSQL
11 37 (2.85%) Big Data
11 37 (2.85%) GIS
11 37 (2.85%) MongoDB
12 29 (2.23%) Relational Database
13 26 (2.00%) QGIS
14 25 (1.92%) Snowflake Schema
15 23 (1.77%) Delta Lake
16 22 (1.69%) MySQL
16 22 (1.69%) Spatial Data
Development Applications
1 81 (6.23%) Git
2 41 (3.15%) MLflow
3 13 (1.00%) Jenkins
4 12 (0.92%) GitLab
4 12 (0.92%) JIRA
5 9 (0.69%) Claude Code
6 4 (0.31%) Selenium
7 3 (0.23%) Visual Studio Code
8 2 (0.15%) JUnit
9 1 (0.077%) Bitbucket
9 1 (0.077%) TeamCity
9 1 (0.077%) Yeoman
General
1 255 (19.62%) Social Skills
2 253 (19.46%) Finance
3 243 (18.69%) Analytical Skills
4 77 (5.92%) Marketing
5 76 (5.85%) Inclusion and Diversity
6 68 (5.23%) Banking
7 61 (4.69%) Public Sector
8 58 (4.46%) Retail
9 36 (2.77%) Law
10 29 (2.23%) Advertising
11 26 (2.00%) Organisational Skills
12 24 (1.85%) Legal
13 23 (1.77%) Influencing Skills
14 19 (1.46%) Financial Institution
15 18 (1.38%) Games
15 18 (1.38%) Manufacturing
16 15 (1.15%) Presentation Skills
17 11 (0.85%) Military
17 11 (0.85%) Publishing
18 8 (0.62%) Automotive
Job Titles
1 489 (37.62%) Data Scientist
2 285 (21.92%) Senior
3 232 (17.85%) Senior Data Scientist
4 161 (12.38%) Lead
5 151 (11.62%) Data Engineer
6 86 (6.62%) Software Engineer
7 84 (6.46%) Developer
8 71 (5.46%) Consultant
8 71 (5.46%) Lead Data Scientist
9 55 (4.23%) Analyst
10 47 (3.62%) Architect
11 37 (2.85%) Artificial Intelligence Engineer
12 35 (2.69%) Python Engineer
13 32 (2.46%) Data Analyst
14 31 (2.38%) Research Scientist
14 31 (2.38%) Senior Data Engineer
15 30 (2.31%) Scala Engineer
15 30 (2.31%) Systems Engineer
16 28 (2.15%) Product Specialist
17 25 (1.92%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 150 (11.54%) PyTorch
2 116 (8.92%) TensorFlow
3 78 (6.00%) scikit-learn
4 68 (5.23%) Kafka
5 56 (4.31%) LangChain
6 45 (3.46%) gRPC
6 45 (3.46%) PySpark
7 35 (2.69%) Pandas
8 34 (2.62%) React
9 32 (2.46%) LlamaIndex
10 29 (2.23%) Hugging Face
11 25 (1.92%) pgvector
11 25 (1.92%) RESTful
12 21 (1.62%) REST
13 20 (1.54%) Node.js
14 19 (1.46%) HTML
14 19 (1.46%) LangGraph
14 19 (1.46%) NumPy
15 18 (1.38%) Django
15 18 (1.38%) FastAPI
Miscellaneous
1 105 (8.08%) Algorithms
2 84 (6.46%) Cloud Native
3 71 (5.46%) Distributed Systems
4 69 (5.31%) Video\Live Streaming
5 54 (4.15%) Over-the-Top Content
6 49 (3.77%) Product Ownership
7 34 (2.62%) AI Agents
8 32 (2.46%) Data Structures
9 31 (2.38%) Clustering
10 26 (2.00%) Public Cloud
11 20 (1.54%) Life Science
11 20 (1.54%) Onboarding
12 19 (1.46%) Social Media
13 18 (1.38%) Management Information System
14 16 (1.23%) Greenfield Project
15 15 (1.15%) e-Learning
16 12 (0.92%) Hedge funds
16 12 (0.92%) Virtual Team
17 10 (0.77%) Blog
17 10 (0.77%) Enterprise Software
Operating Systems
1 26 (2.00%) Linux
2 9 (0.69%) Windows
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Unix
4 1 (0.077%) Apple iOS
4 1 (0.077%) Mac OS
Processes & Methodologies
1 623 (47.92%) AI
2 598 (46.00%) Machine Learning
3 499 (38.38%) Analytics
4 263 (20.23%) CI/CD
5 238 (18.31%) Data Engineering
6 237 (18.23%) Software Engineering
7 220 (16.92%) Decision-Making
8 219 (16.85%) Problem-Solving
9 209 (16.08%) Agile
10 208 (16.00%) Data Pipeline
11 200 (15.38%) Mentoring
12 189 (14.54%) Roadmaps
13 188 (14.46%) Business Intelligence
14 179 (13.77%) MLOps
15 178 (13.69%) Generative AI
16 162 (12.46%) Data Modelling
17 148 (11.38%) Use Case
18 136 (10.46%) DevOps
19 132 (10.15%) ETL
20 128 (9.85%) Computer Science
Programming Languages
1 653 (50.23%) Python
2 360 (27.69%) SQL
3 85 (6.54%) Scala
4 80 (6.15%) Java
5 55 (4.23%) Go
6 46 (3.54%) C++
7 45 (3.46%) R
8 38 (2.92%) JavaScript
9 30 (2.31%) C#
10 21 (1.62%) C
11 20 (1.54%) VBA
12 15 (1.15%) TypeScript
13 14 (1.08%) Bicep
14 11 (0.85%) PHP
15 9 (0.69%) Bash
15 9 (0.69%) Julia
16 7 (0.54%) T-SQL
17 6 (0.46%) Groovy
17 6 (0.46%) Ruby
18 5 (0.38%) Data Analysis Expressions
Qualifications
1 279 (21.46%) Degree
2 127 (9.77%) Security Cleared
3 71 (5.46%) Master's Degree
4 65 (5.00%) DV Cleared
5 49 (3.77%) SC Cleared
6 47 (3.62%) PhD
7 44 (3.38%) Computer Science Degree
8 35 (2.69%) DBS Check
9 29 (2.23%) Azure Certification
10 13 (1.00%) Microsoft Certification
11 9 (0.69%) AWS Certification
12 8 (0.62%) Postgraduate
12 8 (0.62%) SnowPro
13 7 (0.54%) BPSS Clearance
14 6 (0.46%) APMP
14 6 (0.46%) MBA
15 3 (0.23%) CISSP
15 3 (0.23%) Numerate Degree
15 3 (0.23%) TOGAF Certification
16 2 (0.15%) GIAC
Quality Assurance & Compliance
1 139 (10.69%) Data Quality
2 52 (4.00%) GDPR
3 47 (3.62%) QA
4 37 (2.85%) Accessibility
5 24 (1.85%) California Consumer Privacy Act
6 9 (0.69%) ISO/IEC 27001
7 6 (0.46%) Actionable Recommendations
8 4 (0.31%) EU AI Act
9 3 (0.23%) PERC
10 2 (0.15%) DICOM
10 2 (0.15%) HL7
10 2 (0.15%) IFRS
10 2 (0.15%) IFRS 17
10 2 (0.15%) SOC 2
10 2 (0.15%) Solvency II
11 1 (0.077%) GRC
System Software
1 107 (8.23%) Docker
2 3 (0.23%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.077%) Virtual Desktop
Systems Management
1 64 (4.92%) Kubernetes
2 59 (4.54%) Terraform
3 12 (0.92%) Kubeflow
4 6 (0.46%) Hadoop YARN
5 3 (0.23%) Ansible
5 3 (0.23%) Kibana
6 2 (0.15%) Argo
6 2 (0.15%) Computer Emergency Response Teams
6 2 (0.15%) Computer Incident Response Team
7 1 (0.077%) Grafana
7 1 (0.077%) Jamf Pro
7 1 (0.077%) Prometheus
Vendors
1 170 (13.08%) Databricks
2 82 (6.31%) Microsoft
3 73 (5.62%) Google
4 48 (3.69%) Dell
5 45 (3.46%) Typelevel
6 26 (2.00%) Informatica
6 26 (2.00%) Teradata
7 24 (1.85%) Denodo
8 23 (1.77%) Cloudera
9 16 (1.23%) OpenAI
10 15 (1.15%) Oracle
11 8 (0.62%) Salesforce
11 8 (0.62%) SAP
12 7 (0.54%) IBM
12 7 (0.54%) ServiceNow
13 6 (0.46%) HP
14 4 (0.31%) Cisco
14 4 (0.31%) Foundry
14 4 (0.31%) Palantir
14 4 (0.31%) Workday