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

6 months to
31 Jul 2026
Same period 2025 Same period 2024
Rank 142 140 148
Rank change year-on-year -2 +8 -32
Permanent jobs citing Data Science 1,426 1,142 1,542
As % of all permanent jobs in the UK 1.39% 2.31% 1.77%
As % of the Processes & Methodologies category 1.88% 2.58% 2.18%
Number of salaries quoted 822 504 797
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £72,000 £75,000 £70,000
Median % change year-on-year -4.00% +7.14% -
75th Percentile £90,000 £95,000 £91,250
90th Percentile £104,750 £115,000 £112,500
UK excluding London median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - -7.00%

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 75,768 44,292 70,756
As % of all permanent jobs advertised in the UK 73.64% 89.63% 81.31%
Number of salaries quoted 52,326 25,118 47,262
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% - -8.33%
75th Percentile £78,750 £76,250 £73,886
90th Percentile £100,000 £97,500 £95,000
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 31 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 31 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 1,322 £72,500 -3.33% 1,150
UK excluding London -20 688 £70,000 +16.67% 515
London -2 646 £78,500 -4.85% 776
Work from Home +46 483 £70,932 +1.33% 414
North of England +73 211 £75,000 +36.36% 126
North West +82 141 £75,000 +36.36% 67
Midlands +19 138 £60,000 -5.51% 57
South East -103 127 £66,000 +20.00% 156
South West -34 124 £60,000 -27.27% 63
East Midlands +23 82 £65,000 +48.57% 24
West Midlands -2 56 £36,000 -44.40% 33
Yorkshire -7 48 £66,720 +16.03% 49
East of England -14 48 £75,000 +17.19% 44
North East -33 22 £80,000 +68.42% 12
Scotland -13 19 £75,013 +7.16% 38
Wales -46 17 £75,000 +11.01% 24
Northern Ireland -65 4 £55,000 - 11

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 (8.13%) Apache Spark
2 58 (4.07%) Apache Airflow
3 38 (2.66%) Apache
4 21 (1.47%) ArcGIS
5 15 (1.05%) SAS
6 13 (0.91%) SharePoint
7 6 (0.42%) Confluence
7 6 (0.42%) Jupyter
8 5 (0.35%) ColdFusion
8 5 (0.35%) GeoServer
9 2 (0.14%) Apache Pulsar
9 2 (0.14%) CMS
10 1 (0.070%) Oracle Application Server
10 1 (0.070%) R Markdown
Applications
1 47 (3.30%) Microsoft Excel
2 8 (0.56%) Microsoft Office
2 8 (0.56%) Microsoft PowerPoint
3 5 (0.35%) Chatbot
4 3 (0.21%) Spreadsheet
5 2 (0.14%) Final Cut Pro
5 2 (0.14%) Microsoft Project
5 2 (0.14%) SPSS
6 1 (0.070%) Trello
Business Applications
1 1 (0.070%) HFM
1 1 (0.070%) Oracle EBS
1 1 (0.070%) Oracle ERP
Cloud Services
1 379 (26.58%) AWS
2 334 (23.42%) Azure
3 222 (15.57%) GCP
4 149 (10.45%) Power Platform
5 106 (7.43%) Snowflake
6 61 (4.28%) Azure Data Factory
6 61 (4.28%) Azure Synapse Analytics
7 53 (3.72%) dbt
8 49 (3.44%) Serverless
9 42 (2.95%) SaaS
10 34 (2.38%) Amazon S3
11 32 (2.24%) AWS Lambda
12 29 (2.03%) Azure Machine Learning
13 26 (1.82%) Azure DevOps
14 24 (1.68%) Amazon Bedrock
15 21 (1.47%) Anthropic Claude
16 19 (1.33%) GitHub
17 18 (1.26%) Microsoft Purview
18 17 (1.19%) Amazon Kinesis
19 13 (0.91%) Google Analytics
Communications & Networking
1 72 (5.05%) Broadband
2 6 (0.42%) 5G
2 6 (0.42%) BGP
2 6 (0.42%) DNS
2 6 (0.42%) Internet
2 6 (0.42%) IPsec
2 6 (0.42%) VPN
3 4 (0.28%) Software-Defined Radio
4 2 (0.14%) Firewall
4 2 (0.14%) HTTP
5 1 (0.070%) Kerberos
5 1 (0.070%) SMS
Database & Business Intelligence
1 142 (9.96%) Power BI
2 134 (9.40%) Data Warehouse
3 100 (7.01%) Data Lake
4 90 (6.31%) Tableau
5 72 (5.05%) Amazon Redshift
6 62 (4.35%) Metadata
7 60 (4.21%) NoSQL
8 58 (4.07%) BigQuery
9 51 (3.58%) Looker
10 47 (3.30%) Big Data
11 44 (3.09%) Elasticsearch
12 43 (3.02%) PostgreSQL
13 39 (2.73%) MongoDB
14 35 (2.45%) GIS
14 35 (2.45%) Relational Database
15 27 (1.89%) Delta Lake
15 27 (1.89%) SQL Server
16 25 (1.75%) Snowflake Schema
17 24 (1.68%) MySQL
17 24 (1.68%) QGIS
Development Applications
1 82 (5.75%) Git
2 46 (3.23%) MLflow
3 15 (1.05%) Claude Code
4 13 (0.91%) Jenkins
4 13 (0.91%) JIRA
5 10 (0.70%) GitLab
6 3 (0.21%) Visual Studio Code
7 2 (0.14%) JUnit
7 2 (0.14%) Selenium
8 1 (0.070%) Bitbucket
8 1 (0.070%) NUnit
8 1 (0.070%) TeamCity
8 1 (0.070%) Yeoman
General
1 337 (23.63%) Finance
2 287 (20.13%) Social Skills
3 269 (18.86%) Analytical Skills
4 103 (7.22%) Inclusion and Diversity
5 102 (7.15%) Marketing
6 100 (7.01%) Banking
7 75 (5.26%) Public Sector
8 68 (4.77%) Law
9 61 (4.28%) Retail
10 34 (2.38%) Legal
11 31 (2.17%) Advertising
11 31 (2.17%) Organisational Skills
12 26 (1.82%) Financial Institution
12 26 (1.82%) Influencing Skills
13 21 (1.47%) Presentation Skills
14 20 (1.40%) Games
15 15 (1.05%) Manufacturing
16 13 (0.91%) Publishing
17 11 (0.77%) Military
17 11 (0.77%) Pharmaceutical
Job Titles
1 538 (37.73%) Data Scientist
2 318 (22.30%) Senior
3 260 (18.23%) Senior Data Scientist
4 195 (13.67%) Lead
5 166 (11.64%) Data Engineer
6 91 (6.38%) Software Engineer
7 88 (6.17%) Lead Data Scientist
8 81 (5.68%) Developer
9 70 (4.91%) Consultant
10 66 (4.63%) Analyst
11 61 (4.28%) Architect
12 40 (2.81%) Artificial Intelligence Engineer
13 36 (2.52%) Data Analyst
14 33 (2.31%) Python Engineer
15 32 (2.24%) Senior Data Engineer
16 31 (2.17%) Research Scientist
17 29 (2.03%) Systems Engineer
18 28 (1.96%) Data Architect
18 28 (1.96%) Machine Learning Scientist
18 28 (1.96%) Product Specialist
Libraries, Frameworks & Software Standards
1 149 (10.45%) PyTorch
2 113 (7.92%) TensorFlow
3 83 (5.82%) scikit-learn
4 80 (5.61%) Kafka
5 67 (4.70%) LangChain
6 49 (3.44%) PySpark
7 44 (3.09%) Pandas
8 37 (2.59%) gRPC
9 35 (2.45%) React
10 34 (2.38%) Hugging Face
11 33 (2.31%) LlamaIndex
12 29 (2.03%) LangGraph
13 27 (1.89%) pgvector
14 26 (1.82%) NumPy
15 25 (1.75%) REST
16 23 (1.61%) RESTful
17 21 (1.47%) Node.js
18 18 (1.26%) FastAPI
19 17 (1.19%) SpaCy
20 16 (1.12%) HTML
Miscellaneous
1 117 (8.20%) Algorithms
2 96 (6.73%) Cloud Native
3 67 (4.70%) Distributed Systems
4 57 (4.00%) AI Agents
5 54 (3.79%) Video\Live Streaming
6 47 (3.30%) Product Ownership
7 43 (3.02%) Over-the-Top Content
8 34 (2.38%) Onboarding
9 33 (2.31%) Clustering
10 31 (2.17%) Data Structures
11 27 (1.89%) Public Cloud
12 26 (1.82%) Management Information System
12 26 (1.82%) Social Media
13 20 (1.40%) Life Science
14 19 (1.33%) Greenfield Project
14 19 (1.33%) Hedge funds
15 17 (1.19%) e-Learning
16 15 (1.05%) Blog
17 11 (0.77%) Credit Risk
17 11 (0.77%) Enterprise Software
Operating Systems
1 27 (1.89%) Linux
2 10 (0.70%) 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
1 725 (50.84%) AI
2 683 (47.90%) Machine Learning
3 575 (40.32%) Analytics
4 268 (18.79%) CI/CD
5 252 (17.67%) Data Engineering
6 251 (17.60%) Decision-Making
6 251 (17.60%) Software Engineering
7 242 (16.97%) Problem-Solving
8 236 (16.55%) Agile
9 224 (15.71%) Data Pipeline
10 215 (15.08%) Business Intelligence
11 210 (14.73%) Mentoring
12 206 (14.45%) Roadmaps
13 202 (14.17%) Generative AI
14 188 (13.18%) MLOps
15 173 (12.13%) Data Modelling
16 153 (10.73%) Actionable Insight
17 151 (10.59%) Use Case
18 149 (10.45%) Visualisation
19 144 (10.10%) DevOps
Programming Languages
1 688 (48.25%) Python
2 409 (28.68%) SQL
3 88 (6.17%) Java
4 80 (5.61%) Scala
5 49 (3.44%) C++
5 49 (3.44%) R
6 47 (3.30%) Go
7 43 (3.02%) JavaScript
8 29 (2.03%) C#
9 21 (1.47%) C
10 19 (1.33%) TypeScript
10 19 (1.33%) VBA
11 16 (1.12%) Bicep
12 10 (0.70%) PHP
13 9 (0.63%) Julia
14 8 (0.56%) Groovy
15 7 (0.49%) Bash
16 6 (0.42%) Ruby
17 5 (0.35%) Data Analysis Expressions
17 5 (0.35%) T-SQL
Qualifications
1 316 (22.16%) Degree
2 153 (10.73%) Security Cleared
3 82 (5.75%) DV Cleared
4 77 (5.40%) Master's Degree
5 59 (4.14%) SC Cleared
6 56 (3.93%) PhD
7 46 (3.23%) Computer Science Degree
8 35 (2.45%) Azure Certification
9 34 (2.38%) DBS Check
10 17 (1.19%) Microsoft Certification
11 13 (0.91%) BPSS Clearance
12 12 (0.84%) AWS Certification
13 11 (0.77%) SnowPro
14 8 (0.56%) Postgraduate
15 4 (0.28%) Numerate Degree
16 3 (0.21%) APMP
16 3 (0.21%) CISSP
16 3 (0.21%) MBA
16 3 (0.21%) Microsoft Certified Professional
16 3 (0.21%) TOGAF Certification
Quality Assurance & Compliance
1 158 (11.08%) Data Quality
2 53 (3.72%) GDPR
3 52 (3.65%) QA
4 43 (3.02%) Accessibility
5 23 (1.61%) California Consumer Privacy Act
6 12 (0.84%) Actionable Recommendations
7 11 (0.77%) ISO/IEC 27001
8 6 (0.42%) 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 (0.070%) ISO 9001
11 1 (0.070%) ISO/IEC 20000
11 1 (0.070%) Software Quality Assurance
System Software
1 105 (7.36%) Docker
2 3 (0.21%) Active Directory
3 2 (0.14%) Firmware
3 2 (0.14%) IAG
4 1 (0.070%) Virtual Desktop
Systems Management
1 72 (5.05%) Kubernetes
2 64 (4.49%) Terraform
3 13 (0.91%) Kubeflow
4 6 (0.42%) 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 (0.070%) Grafana
7 1 (0.070%) Prometheus
Vendors
1 200 (14.03%) Databricks
2 102 (7.15%) Microsoft
3 82 (5.75%) Google
4 48 (3.37%) Dell
5 36 (2.52%) Typelevel
6 26 (1.82%) Teradata
7 25 (1.75%) Informatica
8 24 (1.68%) Denodo
9 23 (1.61%) Cloudera
10 22 (1.54%) OpenAI
11 17 (1.19%) Oracle
12 11 (0.77%) SAP
13 7 (0.49%) IBM
13 7 (0.49%) ServiceNow
14 6 (0.42%) HP
14 6 (0.42%) Salesforce
15 5 (0.35%) Alteryx
15 5 (0.35%) LexisNexis
15 5 (0.35%) Workday
16 4 (0.28%) Revolut