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

6 months to
8 Jul 2026
Same period 2025 Same period 2024
Rank 156 139 139
Rank change year-on-year -17 0 -46
Permanent jobs citing Data Science 1,288 1,103 1,991
As % of all permanent jobs in the UK 1.32% 2.29% 1.94%
As % of the Processes & Methodologies category 1.79% 2.52% 2.35%
Number of salaries quoted 753 509 1,136
10th Percentile £42,593 £42,500 £42,286
25th Percentile £55,000 £52,500 £48,235
Median annual salary (50th Percentile) £70,000 £75,000 £65,000
Median % change year-on-year -6.67% +15.38% -7.14%
75th Percentile £90,000 £97,500 £88,750
90th Percentile £100,000 £115,000 £111,250
UK excluding London median annual salary £66,720 £64,000 £57,500
% change year-on-year +4.25% +11.30% -8.00%

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 71,935 43,736 84,643
As % of all permanent jobs advertised in the UK 73.79% 90.86% 82.47%
Number of salaries quoted 49,710 24,302 59,641
10th Percentile £30,250 £28,822 £29,750
25th Percentile £41,250 £38,500 £40,000
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -8.71%
75th Percentile £78,750 £77,500 £72,500
90th Percentile £100,000 £100,000 £92,500
UK excluding London median annual salary £54,068 £50,000 £50,000
% change year-on-year +8.14% - -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 8 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 8 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 1,203 £70,000 -6.67% 981
UK excluding London -19 623 £66,720 +4.25% 604
London -3 573 £80,000 -3.03% 523
Work from Home +31 454 £70,000 +2.56% 454
North of England +41 186 £75,000 +30.43% 146
North West +64 133 £75,000 +36.36% 75
Midlands +34 128 £55,000 -7.76% 77
South East -82 121 £70,000 +21.74% 194
South West -43 117 £60,000 -18.36% 75
East Midlands +19 79 £62,500 +56.25% 39
East of England -2 50 £80,000 +9.59% 58
West Midlands +2 49 £36,000 -43.53% 38
Yorkshire -22 36 £66,720 +4.82% 53
North East -34 17 £80,000 +68.42% 19
Scotland -24 10 £85,000 +21.43% 36
Wales -49 8 £82,500 +22.11% 14
Northern Ireland -60 3 - - 19

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
1 100 (7.76%) Apache Spark
2 62 (4.81%) Apache Airflow
3 27 (2.10%) Apache
4 22 (1.71%) ArcGIS
5 17 (1.32%) SharePoint
6 15 (1.16%) SAS
7 11 (0.85%) Jupyter
8 6 (0.47%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.23%) CMS
11 2 (0.16%) Apache Pulsar
12 1 (0.078%) Palantir Foundry
12 1 (0.078%) WordPress
Applications
1 39 (3.03%) Microsoft Excel
2 6 (0.47%) Chatbot
3 4 (0.31%) Microsoft Office
4 3 (0.23%) Microsoft PowerPoint
4 3 (0.23%) Microsoft Project
4 3 (0.23%) Spreadsheet
5 2 (0.16%) SPSS
6 1 (0.078%) Trello
Business Applications
1 1 (0.078%) Dynamics CRM
1 1 (0.078%) FIS Private Capital Suite
1 1 (0.078%) HFM
1 1 (0.078%) Oracle EBS
1 1 (0.078%) Oracle ERP
Cloud Services
1 340 (26.40%) AWS
2 298 (23.14%) Azure
3 212 (16.46%) GCP
4 133 (10.33%) Power Platform
5 83 (6.44%) Snowflake
6 53 (4.11%) Azure Synapse Analytics
7 50 (3.88%) Azure Data Factory
8 48 (3.73%) dbt
9 41 (3.18%) Serverless
10 40 (3.11%) SaaS
11 29 (2.25%) Azure Machine Learning
12 28 (2.17%) Amazon S3
12 28 (2.17%) AWS Lambda
13 22 (1.71%) Azure DevOps
14 14 (1.09%) Amazon SageMaker
14 14 (1.09%) Microsoft 365
15 13 (1.01%) Amazon Bedrock
15 13 (1.01%) Amazon Kinesis
15 13 (1.01%) Dagster
15 13 (1.01%) Microsoft Purview
Communications & Networking
1 96 (7.45%) Broadband
2 14 (1.09%) BGP
3 10 (0.78%) 4G
3 10 (0.78%) Cisco IOS
3 10 (0.78%) Ethernet VPN
3 10 (0.78%) IOS XR
3 10 (0.78%) MPLS
4 6 (0.47%) 5G
5 5 (0.39%) Internet
5 5 (0.39%) Software-Defined Radio
6 4 (0.31%) DNS
6 4 (0.31%) HTTP
6 4 (0.31%) IPsec
6 4 (0.31%) VPN
7 2 (0.16%) Firewall
7 2 (0.16%) Tactical Data Link
8 1 (0.078%) Kerberos
8 1 (0.078%) LTE
8 1 (0.078%) Wi-Fi
8 1 (0.078%) Wireless
Database & Business Intelligence
1 127 (9.86%) Power BI
2 119 (9.24%) Data Warehouse
3 83 (6.44%) Data Lake
4 76 (5.90%) Tableau
5 66 (5.12%) Amazon Redshift
6 62 (4.81%) BigQuery
7 58 (4.50%) Metadata
8 53 (4.11%) NoSQL
9 51 (3.96%) Elasticsearch
9 51 (3.96%) Looker
10 39 (3.03%) PostgreSQL
11 38 (2.95%) MongoDB
12 37 (2.87%) GIS
13 35 (2.72%) Big Data
14 29 (2.25%) Relational Database
15 26 (2.02%) QGIS
16 25 (1.94%) Snowflake Schema
17 24 (1.86%) Delta Lake
18 22 (1.71%) MySQL
18 22 (1.71%) Spatial Data
Development Applications
1 88 (6.83%) Git
2 44 (3.42%) MLflow
3 12 (0.93%) JIRA
4 11 (0.85%) Jenkins
5 10 (0.78%) GitLab
6 6 (0.47%) Claude Code
7 4 (0.31%) Selenium
8 3 (0.23%) Visual Studio Code
9 2 (0.16%) JUnit
10 1 (0.078%) Bitbucket
10 1 (0.078%) Yeoman
General
1 264 (20.50%) Social Skills
2 242 (18.79%) Finance
3 240 (18.63%) Analytical Skills
4 91 (7.07%) Inclusion and Diversity
5 73 (5.67%) Marketing
6 58 (4.50%) Banking
6 58 (4.50%) Retail
7 57 (4.43%) Public Sector
8 34 (2.64%) Law
9 27 (2.10%) Advertising
10 26 (2.02%) Organisational Skills
11 22 (1.71%) Legal
12 21 (1.63%) Influencing Skills
13 18 (1.40%) Financial Institution
13 18 (1.40%) Manufacturing
14 17 (1.32%) Games
15 14 (1.09%) Telecoms
16 12 (0.93%) Pharmaceutical
16 12 (0.93%) Presentation Skills
17 11 (0.85%) Publishing
Job Titles
1 478 (37.11%) Data Scientist
2 295 (22.90%) Senior
3 235 (18.25%) Senior Data Scientist
4 163 (12.66%) Lead
5 151 (11.72%) Data Engineer
6 84 (6.52%) Developer
7 83 (6.44%) Software Engineer
8 69 (5.36%) Consultant
8 69 (5.36%) Lead Data Scientist
9 53 (4.11%) Analyst
10 44 (3.42%) Architect
11 35 (2.72%) Python Engineer
11 35 (2.72%) Senior Data Engineer
12 33 (2.56%) Artificial Intelligence Engineer
12 33 (2.56%) Research Scientist
13 32 (2.48%) Data Analyst
14 31 (2.41%) Systems Engineer
15 30 (2.33%) Scala Engineer
16 28 (2.17%) Product Specialist
17 25 (1.94%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 155 (12.03%) PyTorch
2 116 (9.01%) TensorFlow
3 72 (5.59%) scikit-learn
4 63 (4.89%) Kafka
5 52 (4.04%) LangChain
6 46 (3.57%) gRPC
7 41 (3.18%) PySpark
8 33 (2.56%) React
9 32 (2.48%) LlamaIndex
9 32 (2.48%) Pandas
10 29 (2.25%) Hugging Face
11 25 (1.94%) pgvector
12 23 (1.79%) RESTful
13 21 (1.63%) REST
14 19 (1.48%) FastAPI
15 18 (1.40%) Django
15 18 (1.40%) HTML
15 18 (1.40%) Node.js
16 17 (1.32%) NumPy
17 15 (1.16%) .NET
Miscellaneous
1 105 (8.15%) Algorithms
2 78 (6.06%) Cloud Native
3 70 (5.43%) Distributed Systems
4 69 (5.36%) Video\Live Streaming
5 54 (4.19%) Over-the-Top Content
6 48 (3.73%) Product Ownership
7 31 (2.41%) AI Agents
7 31 (2.41%) Clustering
7 31 (2.41%) Data Structures
8 27 (2.10%) Life Science
8 27 (2.10%) Social Media
9 26 (2.02%) Public Cloud
10 17 (1.32%) Management Information System
10 17 (1.32%) Onboarding
11 15 (1.16%) Greenfield Project
12 14 (1.09%) e-Learning
13 12 (0.93%) Virtual Team
14 10 (0.78%) Enterprise Software
14 10 (0.78%) Low-Code
15 9 (0.70%) Hedge funds
Operating Systems
1 24 (1.86%) Linux
2 9 (0.70%) Windows
3 2 (0.16%) Embedded Linux
3 2 (0.16%) Unix
Processes & Methodologies
1 612 (47.52%) AI
2 591 (45.89%) Machine Learning
3 493 (38.28%) Analytics
4 248 (19.25%) CI/CD
5 233 (18.09%) Data Engineering
5 233 (18.09%) Software Engineering
6 223 (17.31%) Problem-Solving
7 219 (17.00%) Decision-Making
8 217 (16.85%) Agile
9 202 (15.68%) Data Pipeline
10 201 (15.61%) Mentoring
11 185 (14.36%) Business Intelligence
12 183 (14.21%) Roadmaps
13 177 (13.74%) MLOps
14 176 (13.66%) Generative AI
15 158 (12.27%) Data Modelling
16 150 (11.65%) Use Case
17 135 (10.48%) ETL
18 134 (10.40%) Computer Science
19 128 (9.94%) Visualisation
Programming Languages
1 663 (51.48%) Python
2 344 (26.71%) SQL
3 87 (6.75%) Scala
4 79 (6.13%) Java
5 57 (4.43%) Go
6 45 (3.49%) C++
6 45 (3.49%) R
7 37 (2.87%) JavaScript
8 27 (2.10%) C#
9 21 (1.63%) VBA
10 19 (1.48%) C
11 15 (1.16%) TypeScript
12 12 (0.93%) Bicep
13 11 (0.85%) Bash
14 9 (0.70%) PHP
15 8 (0.62%) Julia
16 7 (0.54%) T-SQL
17 6 (0.47%) Groovy
18 5 (0.39%) Data Analysis Expressions
18 5 (0.39%) Rust
Qualifications
1 284 (22.05%) Degree
2 131 (10.17%) Security Cleared
3 77 (5.98%) Master's Degree
4 64 (4.97%) DV Cleared
5 57 (4.43%) PhD
5 57 (4.43%) SC Cleared
6 43 (3.34%) Computer Science Degree
7 35 (2.72%) DBS Check
8 25 (1.94%) Azure Certification
9 11 (0.85%) Microsoft Certification
10 8 (0.62%) Postgraduate
11 7 (0.54%) APMP
11 7 (0.54%) AWS Certification
11 7 (0.54%) BPSS Clearance
11 7 (0.54%) MBA
11 7 (0.54%) SnowPro
12 3 (0.23%) CISSP
12 3 (0.23%) Numerate Degree
12 3 (0.23%) TOGAF Certification
13 2 (0.16%) SANS
Quality Assurance & Compliance
1 135 (10.48%) Data Quality
2 49 (3.80%) GDPR
3 44 (3.42%) Accessibility
3 44 (3.42%) QA
4 24 (1.86%) California Consumer Privacy Act
5 8 (0.62%) ISO/IEC 27001
6 6 (0.47%) Actionable Recommendations
7 4 (0.31%) GxP
8 3 (0.23%) PERC
9 2 (0.16%) DICOM
9 2 (0.16%) EU AI Act
9 2 (0.16%) HL7
9 2 (0.16%) IFRS
9 2 (0.16%) IFRS 17
9 2 (0.16%) Solvency II
10 1 (0.078%) GRC
10 1 (0.078%) SOC 2
System Software
1 108 (8.39%) Docker
2 3 (0.23%) Active Directory
3 2 (0.16%) Firmware
3 2 (0.16%) IAG
4 1 (0.078%) Virtual Desktop
Systems Management
1 63 (4.89%) Kubernetes
2 55 (4.27%) Terraform
3 12 (0.93%) Kubeflow
4 4 (0.31%) Hadoop YARN
5 3 (0.23%) Kibana
6 2 (0.16%) Ansible
6 2 (0.16%) Argo
6 2 (0.16%) Computer Emergency Response Teams
6 2 (0.16%) Computer Incident Response Team
Vendors
1 161 (12.50%) Databricks
2 72 (5.59%) Microsoft
3 70 (5.43%) Google
4 48 (3.73%) Dell
5 45 (3.49%) Typelevel
6 26 (2.02%) Informatica
7 25 (1.94%) Teradata
8 24 (1.86%) Denodo
9 23 (1.79%) Cloudera
10 16 (1.24%) OpenAI
11 15 (1.16%) Cisco
12 12 (0.93%) Oracle
13 10 (0.78%) Salesforce
14 7 (0.54%) ServiceNow
15 6 (0.47%) Palantir
15 6 (0.47%) SAP
16 5 (0.39%) IBM
17 4 (0.31%) HP
17 4 (0.31%) Workday
18 3 (0.23%) Confluent