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

6 months to
23 Jul 2026
Same period 2025 Same period 2024
Rank 153 134 152
Rank change year-on-year -19 +18 -50
Permanent jobs citing Data Science 1,343 1,151 1,643
As % of all permanent jobs in the UK 1.34% 2.34% 1.77%
As % of the Processes & Methodologies category 1.82% 2.61% 2.17%
Number of salaries quoted 785 513 875
10th Percentile £42,593 £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 £112,500
UK excluding London median annual salary £66,720 £64,000 £60,000
% change year-on-year +4.25% +6.67% -6.25%

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 73,858 44,154 75,761
As % of all permanent jobs advertised in the UK 73.61% 89.93% 81.83%
Number of salaries quoted 51,064 24,939 51,848
10th Percentile £30,500 £28,750 £30,000
25th Percentile £41,250 £37,599 £40,000
Median annual salary (50th Percentile) £60,000 £55,043 £55,000
Median % change year-on-year +9.01% +0.08% -8.71%
75th Percentile £78,750 £76,250 £73,750
90th Percentile £100,000 £97,528 £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 23 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 23 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 -7 1,255 £70,250 -6.33% 1,124
UK excluding London -21 649 £66,720 +4.25% 575
London 0 605 £78,500 -4.85% 707
Work from Home +40 465 £70,000 +5.26% 443
North of England +56 194 £75,000 +30.43% 153
Midlands +30 134 £55,000 -13.39% 63
North West +66 129 £75,000 +36.36% 82
South East -96 126 £70,000 +24.44% 166
South West -37 120 £60,000 -20.00% 63
East Midlands +17 80 £60,000 +37.14% 27
West Midlands -11 54 £36,000 -44.40% 36
East of England 0 48 £78,425 +14.49% 42
Yorkshire -12 44 £60,860 +5.84% 56
North East -38 21 £80,000 +68.42% 17
Scotland -11 13 £85,000 +21.43% 42
Wales -45 11 £65,000 -3.79% 27
Northern Ireland -69 3 - - 28

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
1 111 (8.27%) Apache Spark
2 58 (4.32%) Apache Airflow
3 32 (2.38%) Apache
4 21 (1.56%) ArcGIS
5 15 (1.12%) SAS
6 14 (1.04%) SharePoint
7 6 (0.45%) Confluence
7 6 (0.45%) Jupyter
8 5 (0.37%) ColdFusion
8 5 (0.37%) GeoServer
9 3 (0.22%) CMS
10 2 (0.15%) Apache Pulsar
11 1 (0.074%) Oracle Application Server
Applications
1 41 (3.05%) Microsoft Excel
2 5 (0.37%) Chatbot
2 5 (0.37%) Microsoft Office
3 4 (0.30%) Microsoft PowerPoint
4 3 (0.22%) Spreadsheet
5 2 (0.15%) Final Cut Pro
5 2 (0.15%) Microsoft Project
5 2 (0.15%) SPSS
6 1 (0.074%) Trello
Business Applications
1 1 (0.074%) HFM
1 1 (0.074%) Oracle EBS
1 1 (0.074%) Oracle ERP
Cloud Services
1 364 (27.10%) AWS
2 312 (23.23%) Azure
3 221 (16.46%) GCP
4 143 (10.65%) Power Platform
5 95 (7.07%) Snowflake
6 58 (4.32%) Azure Synapse Analytics
7 57 (4.24%) Azure Data Factory
8 48 (3.57%) dbt
9 47 (3.50%) Serverless
10 41 (3.05%) SaaS
11 32 (2.38%) Amazon S3
12 31 (2.31%) AWS Lambda
13 29 (2.16%) Azure Machine Learning
14 26 (1.94%) Azure DevOps
15 19 (1.41%) Amazon Bedrock
16 18 (1.34%) Anthropic Claude
17 16 (1.19%) Amazon Kinesis
17 16 (1.19%) Microsoft Purview
18 13 (0.97%) GitHub
19 12 (0.89%) Cloud Computing
Communications & Networking
1 85 (6.33%) Broadband
2 6 (0.45%) 5G
2 6 (0.45%) BGP
2 6 (0.45%) DNS
2 6 (0.45%) Internet
2 6 (0.45%) IPsec
2 6 (0.45%) VPN
3 4 (0.30%) HTTP
3 4 (0.30%) Software-Defined Radio
4 2 (0.15%) Firewall
5 1 (0.074%) Kerberos
5 1 (0.074%) SMS
Database & Business Intelligence
1 137 (10.20%) Power BI
2 126 (9.38%) Data Warehouse
3 90 (6.70%) Data Lake
4 80 (5.96%) Tableau
5 69 (5.14%) Amazon Redshift
6 63 (4.69%) Metadata
7 60 (4.47%) BigQuery
8 59 (4.39%) NoSQL
9 52 (3.87%) Looker
10 47 (3.50%) Elasticsearch
11 44 (3.28%) Big Data
12 41 (3.05%) PostgreSQL
13 38 (2.83%) MongoDB
14 36 (2.68%) GIS
15 30 (2.23%) Relational Database
16 25 (1.86%) Delta Lake
16 25 (1.86%) Snowflake Schema
17 24 (1.79%) QGIS
18 23 (1.71%) MySQL
19 22 (1.64%) SQL Server
Development Applications
1 77 (5.73%) Git
2 43 (3.20%) MLflow
3 14 (1.04%) Jenkins
4 13 (0.97%) JIRA
5 12 (0.89%) Claude Code
6 11 (0.82%) GitLab
7 4 (0.30%) Selenium
8 2 (0.15%) JUnit
8 2 (0.15%) Visual Studio Code
9 1 (0.074%) Bitbucket
9 1 (0.074%) TeamCity
9 1 (0.074%) Yeoman
General
1 283 (21.07%) Finance
2 269 (20.03%) Social Skills
3 258 (19.21%) Analytical Skills
4 84 (6.25%) Marketing
5 82 (6.11%) Inclusion and Diversity
6 81 (6.03%) Banking
7 65 (4.84%) Public Sector
8 58 (4.32%) Retail
9 49 (3.65%) Law
10 33 (2.46%) Advertising
11 27 (2.01%) Legal
11 27 (2.01%) Organisational Skills
12 24 (1.79%) Influencing Skills
13 22 (1.64%) Financial Institution
13 22 (1.64%) Games
14 17 (1.27%) Manufacturing
15 15 (1.12%) Presentation Skills
16 11 (0.82%) Military
16 11 (0.82%) Publishing
17 9 (0.67%) Pharmaceutical
Job Titles
1 502 (37.38%) Data Scientist
2 290 (21.59%) Senior
3 233 (17.35%) Senior Data Scientist
4 172 (12.81%) Lead
5 157 (11.69%) Data Engineer
6 91 (6.78%) Software Engineer
7 83 (6.18%) Developer
8 75 (5.58%) Lead Data Scientist
9 70 (5.21%) Consultant
10 62 (4.62%) Analyst
11 53 (3.95%) Architect
12 38 (2.83%) Artificial Intelligence Engineer
13 36 (2.68%) Data Analyst
14 35 (2.61%) Python Engineer
15 31 (2.31%) Senior Data Engineer
16 30 (2.23%) Research Scientist
16 30 (2.23%) Scala Engineer
16 30 (2.23%) Systems Engineer
17 28 (2.08%) Product Specialist
18 26 (1.94%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 150 (11.17%) PyTorch
2 116 (8.64%) TensorFlow
3 78 (5.81%) scikit-learn
4 74 (5.51%) Kafka
5 59 (4.39%) LangChain
6 46 (3.43%) PySpark
7 45 (3.35%) gRPC
8 38 (2.83%) Pandas
9 33 (2.46%) Hugging Face
9 33 (2.46%) React
10 32 (2.38%) LlamaIndex
11 25 (1.86%) pgvector
12 24 (1.79%) RESTful
13 22 (1.64%) LangGraph
13 22 (1.64%) REST
14 21 (1.56%) Node.js
14 21 (1.56%) NumPy
15 18 (1.34%) HTML
16 17 (1.27%) Django
16 17 (1.27%) FastAPI
Miscellaneous
1 114 (8.49%) Algorithms
2 91 (6.78%) Cloud Native
3 75 (5.58%) Distributed Systems
4 68 (5.06%) Video\Live Streaming
5 53 (3.95%) Over-the-Top Content
6 46 (3.43%) Product Ownership
7 43 (3.20%) AI Agents
8 31 (2.31%) Clustering
8 31 (2.31%) Data Structures
9 26 (1.94%) Public Cloud
10 23 (1.71%) Social Media
11 22 (1.64%) Onboarding
12 21 (1.56%) Management Information System
13 20 (1.49%) Life Science
14 19 (1.41%) Greenfield Project
15 16 (1.19%) e-Learning
15 16 (1.19%) Hedge funds
16 11 (0.82%) Virtual Team
17 10 (0.74%) Enterprise Software
17 10 (0.74%) IoT
Operating Systems
1 27 (2.01%) Linux
2 10 (0.74%) 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
1 654 (48.70%) AI
2 629 (46.84%) Machine Learning
3 516 (38.42%) Analytics
4 271 (20.18%) CI/CD
5 247 (18.39%) Data Engineering
5 247 (18.39%) Software Engineering
6 233 (17.35%) Decision-Making
7 228 (16.98%) Problem-Solving
8 215 (16.01%) Agile
9 210 (15.64%) Data Pipeline
10 201 (14.97%) Mentoring
11 198 (14.74%) Business Intelligence
12 195 (14.52%) Roadmaps
13 185 (13.78%) MLOps
14 182 (13.55%) Generative AI
15 163 (12.14%) Data Modelling
16 150 (11.17%) Use Case
17 142 (10.57%) DevOps
18 140 (10.42%) Actionable Insight
19 136 (10.13%) ETL
Programming Languages
1 670 (49.89%) Python
2 377 (28.07%) SQL
3 87 (6.48%) Scala
4 83 (6.18%) Java
5 56 (4.17%) Go
6 49 (3.65%) C++
6 49 (3.65%) R
7 41 (3.05%) JavaScript
8 29 (2.16%) C#
9 22 (1.64%) C
10 20 (1.49%) VBA
11 18 (1.34%) TypeScript
12 15 (1.12%) Bicep
13 10 (0.74%) PHP
14 9 (0.67%) Julia
15 8 (0.60%) Bash
16 7 (0.52%) Groovy
17 6 (0.45%) Ruby
17 6 (0.45%) T-SQL
18 5 (0.37%) Rust
Qualifications
1 292 (21.74%) Degree
2 134 (9.98%) Security Cleared
3 70 (5.21%) Master's Degree
4 69 (5.14%) DV Cleared
5 54 (4.02%) SC Cleared
6 48 (3.57%) PhD
7 44 (3.28%) Computer Science Degree
8 35 (2.61%) DBS Check
9 32 (2.38%) Azure Certification
10 15 (1.12%) Microsoft Certification
11 12 (0.89%) AWS Certification
12 10 (0.74%) BPSS Clearance
13 9 (0.67%) SnowPro
14 8 (0.60%) Postgraduate
15 5 (0.37%) APMP
15 5 (0.37%) MBA
16 3 (0.22%) CISSP
16 3 (0.22%) Numerate Degree
16 3 (0.22%) TOGAF Certification
17 2 (0.15%) GIAC
Quality Assurance & Compliance
1 147 (10.95%) Data Quality
2 53 (3.95%) GDPR
3 48 (3.57%) QA
4 40 (2.98%) Accessibility
5 24 (1.79%) California Consumer Privacy Act
6 10 (0.74%) ISO/IEC 27001
7 8 (0.60%) Actionable Recommendations
8 4 (0.30%) EU AI Act
9 3 (0.22%) PERC
9 3 (0.22%) SOC 2
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%) Solvency II
10 2 (0.15%) WCAG
11 1 (0.074%) GRC
System Software
1 111 (8.27%) Docker
2 3 (0.22%) Active Directory
3 2 (0.15%) Firmware
3 2 (0.15%) IAG
4 1 (0.074%) Virtual Desktop
Systems Management
1 70 (5.21%) Kubernetes
2 62 (4.62%) Terraform
3 12 (0.89%) Kubeflow
4 6 (0.45%) Hadoop YARN
5 4 (0.30%) Ansible
6 3 (0.22%) Kibana
7 2 (0.15%) Argo
7 2 (0.15%) Computer Emergency Response Teams
7 2 (0.15%) Computer Incident Response Team
7 2 (0.15%) Jamf Pro
8 1 (0.074%) Grafana
8 1 (0.074%) Prometheus
Vendors
1 181 (13.48%) Databricks
2 90 (6.70%) Microsoft
3 78 (5.81%) Google
4 48 (3.57%) Dell
5 45 (3.35%) Typelevel
6 26 (1.94%) Teradata
7 25 (1.86%) Informatica
8 24 (1.79%) Denodo
9 23 (1.71%) Cloudera
10 18 (1.34%) OpenAI
11 16 (1.19%) Oracle
12 9 (0.67%) SAP
13 7 (0.52%) IBM
13 7 (0.52%) ServiceNow
14 6 (0.45%) HP
14 6 (0.45%) Salesforce
15 4 (0.30%) Workday
16 3 (0.22%) Confluent
16 3 (0.22%) Dataiku
16 3 (0.22%) Revolut