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

6 months to
28 Jul 2026
Same period 2025 Same period 2024
Rank 144 136 148
Rank change year-on-year -8 +12 -37
Permanent jobs citing Data Science 1,401 1,141 1,573
As % of all permanent jobs in the UK 1.38% 2.31% 1.78%
As % of the Processes & Methodologies category 1.87% 2.58% 2.19%
Number of salaries quoted 803 507 818
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £70,932 £75,000 £70,000
Median % change year-on-year -5.42% +7.14% -
75th Percentile £90,000 £95,000 £91,250
90th Percentile £102,250 £115,000 £112,500
UK excluding London median annual salary £66,860 £62,500 £60,000
% change year-on-year +6.98% +4.17% -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 74,833 44,225 71,828
As % of all permanent jobs advertised in the UK 73.64% 89.70% 81.44%
Number of salaries quoted 51,638 25,059 48,434
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,500 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -8.66%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,500 £93,750
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 28 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 28 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 +1 1,306 £71,050 -5.27% 1,033
UK excluding London -24 673 £66,860 +6.98% 528
London 0 637 £80,000 -3.03% 664
Work from Home +40 486 £70,000 - 365
North of England +66 203 £75,000 +36.36% 137
Midlands +25 137 £55,000 -14.73% 54
North West +77 134 £75,000 +36.36% 75
South East -83 129 £70,000 +27.27% 161
South West -29 124 £60,000 -27.81% 66
East Midlands +22 82 £60,000 +37.14% 23
West Midlands +4 55 £36,000 -44.62% 31
East of England -9 48 £75,000 +17.19% 41
Yorkshire -13 47 £66,720 +16.03% 53
North East -30 22 £80,000 +68.42% 11
Scotland -12 16 £80,000 +14.29% 35
Wales -52 13 £65,000 -3.79% 26
Northern Ireland -69 3 - - 14

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
1 116 (8.28%) Apache Spark
2 60 (4.28%) Apache Airflow
3 37 (2.64%) Apache
4 21 (1.50%) ArcGIS
5 15 (1.07%) SAS
6 14 (1.00%) SharePoint
7 6 (0.43%) Confluence
8 5 (0.36%) ColdFusion
8 5 (0.36%) GeoServer
8 5 (0.36%) Jupyter
9 2 (0.14%) Apache Pulsar
9 2 (0.14%) CMS
10 1 (0.071%) Oracle Application Server
Applications
1 47 (3.35%) Microsoft Excel
2 8 (0.57%) Microsoft Office
3 7 (0.50%) Microsoft PowerPoint
4 5 (0.36%) Chatbot
5 3 (0.21%) Spreadsheet
6 2 (0.14%) Final Cut Pro
6 2 (0.14%) Microsoft Project
6 2 (0.14%) SPSS
7 1 (0.071%) Trello
Business Applications
1 1 (0.071%) HFM
1 1 (0.071%) Oracle EBS
1 1 (0.071%) Oracle ERP
Cloud Services
1 379 (27.05%) AWS
2 324 (23.13%) Azure
3 229 (16.35%) GCP
4 147 (10.49%) Power Platform
5 104 (7.42%) Snowflake
6 60 (4.28%) Azure Data Factory
6 60 (4.28%) Azure Synapse Analytics
7 52 (3.71%) dbt
8 49 (3.50%) Serverless
9 42 (3.00%) SaaS
10 33 (2.36%) Amazon S3
10 33 (2.36%) AWS Lambda
11 28 (2.00%) Azure Machine Learning
12 26 (1.86%) Azure DevOps
13 24 (1.71%) Amazon Bedrock
14 21 (1.50%) Anthropic Claude
15 18 (1.28%) GitHub
16 17 (1.21%) Amazon Kinesis
16 17 (1.21%) Microsoft Purview
17 13 (0.93%) Google Analytics
Communications & Networking
1 83 (5.92%) Broadband
2 6 (0.43%) 5G
2 6 (0.43%) BGP
2 6 (0.43%) DNS
2 6 (0.43%) Internet
2 6 (0.43%) IPsec
2 6 (0.43%) VPN
3 4 (0.29%) Software-Defined Radio
4 2 (0.14%) Firewall
4 2 (0.14%) HTTP
5 1 (0.071%) Kerberos
5 1 (0.071%) SMS
Database & Business Intelligence
1 141 (10.06%) Power BI
2 131 (9.35%) Data Warehouse
3 95 (6.78%) Data Lake
4 86 (6.14%) Tableau
5 72 (5.14%) Amazon Redshift
6 65 (4.64%) Metadata
7 60 (4.28%) BigQuery
8 59 (4.21%) NoSQL
9 52 (3.71%) Looker
10 48 (3.43%) Big Data
11 46 (3.28%) Elasticsearch
12 42 (3.00%) PostgreSQL
13 39 (2.78%) MongoDB
14 36 (2.57%) GIS
15 35 (2.50%) Relational Database
16 26 (1.86%) Delta Lake
17 25 (1.78%) Snowflake Schema
17 25 (1.78%) SQL Server
18 24 (1.71%) QGIS
19 23 (1.64%) MySQL
Development Applications
1 84 (6.00%) Git
2 47 (3.35%) MLflow
3 15 (1.07%) Claude Code
4 13 (0.93%) Jenkins
5 12 (0.86%) JIRA
6 9 (0.64%) GitLab
7 2 (0.14%) JUnit
7 2 (0.14%) Selenium
7 2 (0.14%) Visual Studio Code
8 1 (0.071%) Bitbucket
8 1 (0.071%) NUnit
8 1 (0.071%) TeamCity
8 1 (0.071%) Yeoman
General
1 316 (22.56%) Finance
2 288 (20.56%) Social Skills
3 272 (19.41%) Analytical Skills
4 99 (7.07%) Banking
4 99 (7.07%) Inclusion and Diversity
5 94 (6.71%) Marketing
6 67 (4.78%) Public Sector
7 63 (4.50%) Law
8 60 (4.28%) Retail
9 33 (2.36%) Legal
10 31 (2.21%) Advertising
11 29 (2.07%) Organisational Skills
12 26 (1.86%) Influencing Skills
13 25 (1.78%) Financial Institution
14 23 (1.64%) Games
15 20 (1.43%) Presentation Skills
16 15 (1.07%) Manufacturing
17 12 (0.86%) Publishing
18 11 (0.79%) Military
18 11 (0.79%) Pharmaceutical
Job Titles
1 525 (37.47%) Data Scientist
2 310 (22.13%) Senior
3 248 (17.70%) Senior Data Scientist
4 184 (13.13%) Lead
5 163 (11.63%) Data Engineer
6 94 (6.71%) Software Engineer
7 83 (5.92%) Developer
8 79 (5.64%) Lead Data Scientist
9 71 (5.07%) Consultant
10 65 (4.64%) Analyst
11 58 (4.14%) Architect
12 38 (2.71%) Artificial Intelligence Engineer
13 37 (2.64%) Data Analyst
14 33 (2.36%) Python Engineer
15 31 (2.21%) Research Scientist
15 31 (2.21%) Senior Data Engineer
16 30 (2.14%) Scala Engineer
16 30 (2.14%) Systems Engineer
17 28 (2.00%) Machine Learning Scientist
17 28 (2.00%) Product Specialist
Libraries, Frameworks & Software Standards
1 153 (10.92%) PyTorch
2 117 (8.35%) TensorFlow
3 83 (5.92%) scikit-learn
4 78 (5.57%) Kafka
5 65 (4.64%) LangChain
6 47 (3.35%) PySpark
7 45 (3.21%) gRPC
8 44 (3.14%) Pandas
9 35 (2.50%) React
10 34 (2.43%) Hugging Face
11 32 (2.28%) LlamaIndex
12 28 (2.00%) LangGraph
13 27 (1.93%) pgvector
14 26 (1.86%) NumPy
15 24 (1.71%) REST
16 22 (1.57%) RESTful
17 21 (1.50%) Node.js
18 18 (1.28%) FastAPI
19 17 (1.21%) HTML
19 17 (1.21%) SpaCy
Miscellaneous
1 118 (8.42%) Algorithms
2 92 (6.57%) Cloud Native
3 73 (5.21%) Distributed Systems
4 66 (4.71%) Video\Live Streaming
5 51 (3.64%) AI Agents
5 51 (3.64%) Over-the-Top Content
6 48 (3.43%) Product Ownership
7 33 (2.36%) Clustering
8 32 (2.28%) Data Structures
9 28 (2.00%) Onboarding
10 27 (1.93%) Public Cloud
11 23 (1.64%) Management Information System
11 23 (1.64%) Social Media
12 20 (1.43%) Life Science
13 19 (1.36%) Hedge funds
14 17 (1.21%) e-Learning
14 17 (1.21%) Greenfield Project
15 15 (1.07%) Blog
16 11 (0.79%) Enterprise Software
17 10 (0.71%) IoT
Operating Systems
1 27 (1.93%) Linux
2 10 (0.71%) Windows
3 2 (0.14%) Apple iOS
3 2 (0.14%) Embedded Linux
3 2 (0.14%) Mac OS
3 2 (0.14%) Unix
Processes & Methodologies
1 694 (49.54%) AI
2 667 (47.61%) Machine Learning
3 549 (39.19%) Analytics
4 275 (19.63%) CI/CD
5 254 (18.13%) Software Engineering
6 248 (17.70%) Data Engineering
7 245 (17.49%) Decision-Making
8 243 (17.34%) Problem-Solving
9 229 (16.35%) Agile
10 222 (15.85%) Data Pipeline
11 211 (15.06%) Mentoring
12 207 (14.78%) Roadmaps
13 206 (14.70%) Business Intelligence
14 196 (13.99%) Generative AI
15 188 (13.42%) MLOps
16 172 (12.28%) Data Modelling
17 157 (11.21%) Use Case
18 152 (10.85%) Actionable Insight
19 142 (10.14%) DevOps
20 140 (9.99%) Visualisation
Programming Languages
1 692 (49.39%) Python
2 402 (28.69%) SQL
3 88 (6.28%) Scala
4 86 (6.14%) Java
5 55 (3.93%) Go
6 51 (3.64%) R
7 50 (3.57%) C++
8 43 (3.07%) JavaScript
9 30 (2.14%) C#
10 22 (1.57%) C
11 20 (1.43%) VBA
12 18 (1.28%) TypeScript
13 16 (1.14%) Bicep
14 10 (0.71%) PHP
15 9 (0.64%) Julia
16 8 (0.57%) Bash
16 8 (0.57%) Groovy
17 6 (0.43%) Ruby
17 6 (0.43%) T-SQL
18 5 (0.36%) Rust
Qualifications
1 308 (21.98%) Degree
2 142 (10.14%) Security Cleared
3 76 (5.42%) Master's Degree
4 75 (5.35%) DV Cleared
5 57 (4.07%) SC Cleared
6 53 (3.78%) PhD
7 44 (3.14%) Computer Science Degree
8 35 (2.50%) DBS Check
9 34 (2.43%) Azure Certification
10 16 (1.14%) Microsoft Certification
11 13 (0.93%) BPSS Clearance
12 12 (0.86%) AWS Certification
13 10 (0.71%) SnowPro
14 8 (0.57%) Postgraduate
15 4 (0.29%) APMP
15 4 (0.29%) MBA
15 4 (0.29%) Numerate Degree
16 3 (0.21%) CISSP
16 3 (0.21%) TOGAF Certification
17 2 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 155 (11.06%) Data Quality
2 55 (3.93%) GDPR
3 49 (3.50%) QA
4 42 (3.00%) Accessibility
5 24 (1.71%) California Consumer Privacy Act
6 11 (0.79%) Actionable Recommendations
7 10 (0.71%) ISO/IEC 27001
8 6 (0.43%) EU AI Act
9 3 (0.21%) SOC 2
10 2 (0.14%) DICOM
10 2 (0.14%) HL7
10 2 (0.14%) IFRS
10 2 (0.14%) IFRS 17
10 2 (0.14%) PERC
10 2 (0.14%) Solvency II
10 2 (0.14%) WCAG
11 1 (0.071%) GRC
System Software
1 111 (7.92%) Docker
2 3 (0.21%) Active Directory
3 2 (0.14%) Firmware
3 2 (0.14%) IAG
4 1 (0.071%) Virtual Desktop
Systems Management
1 69 (4.93%) Kubernetes
2 62 (4.43%) Terraform
3 13 (0.93%) Kubeflow
4 6 (0.43%) Hadoop YARN
5 3 (0.21%) Ansible
5 3 (0.21%) Kibana
6 2 (0.14%) Argo
6 2 (0.14%) Computer Emergency Response Teams
6 2 (0.14%) Computer Incident Response Team
6 2 (0.14%) Jamf Pro
7 1 (0.071%) Grafana
7 1 (0.071%) Prometheus
Vendors
1 194 (13.85%) Databricks
2 97 (6.92%) Microsoft
3 81 (5.78%) Google
4 48 (3.43%) Dell
5 44 (3.14%) Typelevel
6 26 (1.86%) Teradata
7 25 (1.78%) Informatica
8 24 (1.71%) Denodo
9 23 (1.64%) Cloudera
10 20 (1.43%) OpenAI
11 15 (1.07%) Oracle
12 9 (0.64%) SAP
13 7 (0.50%) IBM
13 7 (0.50%) ServiceNow
14 6 (0.43%) HP
14 6 (0.43%) Salesforce
15 4 (0.29%) Alteryx
15 4 (0.29%) LexisNexis
15 4 (0.29%) Revolut
15 4 (0.29%) Workday