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

6 months to
20 Jul 2026
Same period 2025 Same period 2024
Rank 159 135 150
Rank change year-on-year -24 +15 -48
Permanent jobs citing Data Science 1,303 1,135 1,720
As % of all permanent jobs in the UK 1.30% 2.30% 1.79%
As % of the Processes & Methodologies category 1.77% 2.56% 2.18%
Number of salaries quoted 767 512 932
10th Percentile £42,556 £42,500 £42,500
25th Percentile £55,000 £52,500 £52,500
Median annual salary (50th Percentile) £70,000 £75,000 £70,000
Median % change year-on-year -6.67% +7.14% -
75th Percentile £90,000 £95,000 £91,250
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% -6.29%

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 73,502 44,419 78,905
As % of all permanent jobs advertised in the UK 73.60% 90.05% 82.05%
Number of salaries quoted 50,918 25,002 54,550
10th Percentile £30,250 £28,750 £30,000
25th Percentile £41,250 £38,000 £40,000
Median annual salary (50th Percentile) £60,000 £56,500 £55,000
Median % change year-on-year +6.19% +2.73% -8.79%
75th Percentile £78,750 £76,250 £73,250
90th Percentile £100,000 £98,474 £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 20 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 20 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 -16 1,217 £70,000 -6.67% 752
UK excluding London -28 634 £66,720 +4.25% 468
London -7 577 £79,250 -3.94% 441
Work from Home +37 454 £70,000 +5.26% 251
North of England +62 190 £75,000 +30.43% 105
Midlands +27 131 £55,000 -12.00% 56
North West +67 130 £75,000 +36.36% 51
South East -85 126 £70,000 +24.44% 152
South West -39 114 £60,000 -25.00% 55
East Midlands +23 78 £60,000 +37.14% 28
West Midlands -1 53 £36,000 -44.19% 28
East of England -9 49 £78,425 +14.49% 44
Yorkshire -10 40 £66,720 +16.03% 41
North East -31 20 £80,000 +68.42% 14
Scotland -18 11 £85,000 +21.43% 28
Wales -49 10 £65,000 -3.79% 20
Northern Ireland -61 3 - - 18

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
1 104 (7.98%) Apache Spark
2 57 (4.37%) Apache Airflow
3 30 (2.30%) Apache
4 21 (1.61%) ArcGIS
5 15 (1.15%) SAS
6 14 (1.07%) SharePoint
7 6 (0.46%) 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
Applications
1 41 (3.15%) Microsoft Excel
2 5 (0.38%) Chatbot
2 5 (0.38%) Microsoft Office
3 4 (0.31%) Microsoft PowerPoint
4 3 (0.23%) Spreadsheet
5 2 (0.15%) Final Cut Pro
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.077%) Trello
Business Applications
1 1 (0.077%) Dynamics CRM
1 1 (0.077%) HFM
1 1 (0.077%) Oracle EBS
1 1 (0.077%) Oracle ERP
Cloud Services
1 349 (26.78%) AWS
2 305 (23.41%) Azure
3 214 (16.42%) GCP
4 137 (10.51%) Power Platform
5 86 (6.60%) Snowflake
6 58 (4.45%) Azure Synapse Analytics
7 56 (4.30%) Azure Data Factory
8 46 (3.53%) dbt
9 44 (3.38%) Serverless
10 38 (2.92%) SaaS
11 29 (2.23%) Azure Machine Learning
12 28 (2.15%) Amazon S3
12 28 (2.15%) AWS Lambda
13 25 (1.92%) Azure DevOps
14 16 (1.23%) Amazon Bedrock
14 16 (1.23%) Amazon Kinesis
15 14 (1.07%) Anthropic Claude
15 14 (1.07%) Microsoft Purview
16 13 (1.00%) GitHub
17 12 (0.92%) Cloud Computing
Communications & Networking
1 86 (6.60%) Broadband
2 6 (0.46%) 5G
2 6 (0.46%) BGP
2 6 (0.46%) DNS
2 6 (0.46%) Internet
2 6 (0.46%) IPsec
2 6 (0.46%) VPN
3 4 (0.31%) HTTP
3 4 (0.31%) Software-Defined Radio
4 2 (0.15%) Firewall
5 1 (0.077%) Kerberos
5 1 (0.077%) SMS
Database & Business Intelligence
1 131 (10.05%) Power BI
2 121 (9.29%) Data Warehouse
3 88 (6.75%) Data Lake
4 76 (5.83%) Tableau
5 66 (5.07%) Amazon Redshift
6 61 (4.68%) Metadata
7 60 (4.60%) BigQuery
8 55 (4.22%) NoSQL
9 52 (3.99%) Looker
10 48 (3.68%) Elasticsearch
11 39 (2.99%) Big Data
11 39 (2.99%) PostgreSQL
12 36 (2.76%) GIS
12 36 (2.76%) MongoDB
13 28 (2.15%) Relational Database
14 25 (1.92%) Snowflake Schema
15 24 (1.84%) QGIS
16 23 (1.77%) Delta Lake
16 23 (1.77%) MySQL
17 21 (1.61%) SQL Server
Development Applications
1 77 (5.91%) Git
2 43 (3.30%) MLflow
3 13 (1.00%) Jenkins
4 12 (0.92%) JIRA
5 11 (0.84%) GitLab
6 9 (0.69%) Claude Code
7 4 (0.31%) Selenium
8 2 (0.15%) JUnit
8 2 (0.15%) Visual Studio Code
9 1 (0.077%) Bitbucket
9 1 (0.077%) TeamCity
9 1 (0.077%) Yeoman
General
1 260 (19.95%) Finance
2 255 (19.57%) Social Skills
3 247 (18.96%) Analytical Skills
4 79 (6.06%) Marketing
5 74 (5.68%) Inclusion and Diversity
6 69 (5.30%) Banking
7 63 (4.83%) Public Sector
8 56 (4.30%) Retail
9 39 (2.99%) Law
10 29 (2.23%) Advertising
11 27 (2.07%) Organisational Skills
12 24 (1.84%) Legal
13 22 (1.69%) Influencing Skills
14 19 (1.46%) Financial Institution
14 19 (1.46%) Games
15 17 (1.30%) Manufacturing
16 15 (1.15%) Presentation Skills
17 11 (0.84%) Military
17 11 (0.84%) Publishing
18 9 (0.69%) Pharmaceutical
Job Titles
1 490 (37.61%) Data Scientist
2 281 (21.57%) Senior
3 228 (17.50%) Senior Data Scientist
4 162 (12.43%) Lead
5 151 (11.59%) Data Engineer
6 88 (6.75%) Software Engineer
7 84 (6.45%) Developer
8 72 (5.53%) Consultant
8 72 (5.53%) Lead Data Scientist
9 59 (4.53%) Analyst
10 47 (3.61%) Architect
11 38 (2.92%) Artificial Intelligence Engineer
12 35 (2.69%) Data Analyst
13 34 (2.61%) Python Engineer
14 30 (2.30%) Research Scientist
14 30 (2.30%) Scala Engineer
14 30 (2.30%) Senior Data Engineer
14 30 (2.30%) Systems Engineer
15 28 (2.15%) Product Specialist
16 25 (1.92%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 149 (11.44%) PyTorch
2 117 (8.98%) TensorFlow
3 78 (5.99%) scikit-learn
4 69 (5.30%) Kafka
5 56 (4.30%) LangChain
6 45 (3.45%) gRPC
6 45 (3.45%) PySpark
7 37 (2.84%) Pandas
8 33 (2.53%) React
9 32 (2.46%) LlamaIndex
10 30 (2.30%) Hugging Face
11 25 (1.92%) pgvector
12 24 (1.84%) RESTful
13 21 (1.61%) NumPy
13 21 (1.61%) REST
14 20 (1.53%) Node.js
15 19 (1.46%) LangGraph
16 18 (1.38%) HTML
17 17 (1.30%) Django
17 17 (1.30%) FastAPI
Miscellaneous
1 106 (8.14%) Algorithms
2 85 (6.52%) Cloud Native
3 71 (5.45%) Distributed Systems
4 69 (5.30%) Video\Live Streaming
5 54 (4.14%) Over-the-Top Content
6 47 (3.61%) Product Ownership
7 35 (2.69%) AI Agents
8 31 (2.38%) Clustering
8 31 (2.38%) Data Structures
9 26 (2.00%) Public Cloud
10 20 (1.53%) Life Science
10 20 (1.53%) Onboarding
11 19 (1.46%) Management Information System
12 18 (1.38%) Social Media
13 16 (1.23%) Greenfield Project
14 15 (1.15%) e-Learning
15 13 (1.00%) Hedge funds
16 11 (0.84%) Virtual Team
17 10 (0.77%) Blog
17 10 (0.77%) Enterprise Software
Operating Systems
1 27 (2.07%) Linux
2 10 (0.77%) Windows
3 2 (0.15%) Apple iOS
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Mac OS
3 2 (0.15%) Unix
Processes & Methodologies
1 623 (47.81%) AI
2 600 (46.05%) Machine Learning
3 502 (38.53%) Analytics
4 262 (20.11%) CI/CD
5 240 (18.42%) Software Engineering
6 237 (18.19%) Data Engineering
7 224 (17.19%) Decision-Making
8 221 (16.96%) Problem-Solving
9 207 (15.89%) Agile
10 206 (15.81%) Data Pipeline
11 199 (15.27%) Mentoring
12 190 (14.58%) Business Intelligence
13 187 (14.35%) Roadmaps
14 181 (13.89%) MLOps
15 178 (13.66%) Generative AI
16 160 (12.28%) Data Modelling
17 151 (11.59%) Use Case
18 137 (10.51%) DevOps
19 131 (10.05%) Actionable Insight
20 130 (9.98%) ETL
Programming Languages
1 651 (49.96%) Python
2 363 (27.86%) SQL
3 87 (6.68%) Scala
4 80 (6.14%) Java
5 55 (4.22%) Go
6 49 (3.76%) C++
7 45 (3.45%) R
8 38 (2.92%) JavaScript
9 30 (2.30%) C#
10 22 (1.69%) C
11 19 (1.46%) VBA
12 15 (1.15%) TypeScript
13 14 (1.07%) Bicep
14 10 (0.77%) 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%) Rust
Qualifications
1 276 (21.18%) Degree
2 128 (9.82%) Security Cleared
3 67 (5.14%) Master's Degree
4 66 (5.07%) DV Cleared
5 48 (3.68%) SC Cleared
6 46 (3.53%) PhD
7 41 (3.15%) 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 (0.61%) Postgraduate
12 8 (0.61%) SnowPro
13 7 (0.54%) BPSS Clearance
14 5 (0.38%) APMP
14 5 (0.38%) MBA
15 3 (0.23%) CISSP
15 3 (0.23%) Numerate Degree
15 3 (0.23%) TOGAF Certification
16 2 (0.15%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 142 (10.90%) Data Quality
2 53 (4.07%) GDPR
3 47 (3.61%) QA
4 38 (2.92%) Accessibility
5 24 (1.84%) 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
1 108 (8.29%) 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 65 (4.99%) Kubernetes
2 60 (4.60%) 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
6 2 (0.15%) Jamf Pro
7 1 (0.077%) Grafana
7 1 (0.077%) Prometheus
Vendors
1 174 (13.35%) Databricks
2 84 (6.45%) Microsoft
3 73 (5.60%) Google
4 48 (3.68%) Dell
5 45 (3.45%) Typelevel
6 26 (2.00%) Informatica
6 26 (2.00%) Teradata
7 24 (1.84%) Denodo
8 23 (1.77%) Cloudera
9 16 (1.23%) OpenAI
10 14 (1.07%) Oracle
11 8 (0.61%) Salesforce
11 8 (0.61%) SAP
12 7 (0.54%) IBM
12 7 (0.54%) ServiceNow
13 6 (0.46%) HP
14 4 (0.31%) Workday
15 3 (0.23%) Palantir
15 3 (0.23%) Revolut
15 3 (0.23%) Salesforce Marketing Cloud