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

6 months to
7 Jul 2026
Same period 2025 Same period 2024
Rank 154 139 139
Rank change year-on-year -15 0 -47
Permanent jobs citing Data Science 1,297 1,102 1,998
As % of all permanent jobs in the UK 1.33% 2.29% 1.92%
As % of the Processes & Methodologies category 1.80% 2.52% 2.34%
Number of salaries quoted 761 508 1,141
10th Percentile £42,593 £42,500 £42,500
25th Percentile £55,000 £52,500 £48,419
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 71,870 43,651 85,354
As % of all permanent jobs advertised in the UK 73.67% 90.86% 82.18%
Number of salaries quoted 49,673 24,244 60,243
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 £54,000 £50,000 £50,000
% change year-on-year +8.00% - -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 7 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 7 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 1,212 £70,000 -6.67% 1,009
UK excluding London -22 626 £66,720 +4.25% 608
London -4 579 £80,000 -3.03% 538
Work from Home +31 455 £70,000 - 751
North of England +45 188 £75,000 +30.43% 144
North West +68 135 £75,000 +36.36% 71
Midlands +31 128 £55,000 -7.76% 70
South East -79 123 £70,000 +21.74% 184
South West -48 116 £60,000 -16.66% 83
East Midlands +23 79 £62,500 +56.25% 39
East of England +3 50 £80,000 +9.59% 65
West Midlands -5 49 £36,000 -43.53% 31
Yorkshire -20 36 £66,720 +4.82% 55
North East -36 17 £80,000 +68.42% 19
Scotland -30 10 £85,000 +21.43% 41
Wales -46 8 £82,500 +22.11% 16
Northern Ireland -51 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 99 (7.63%) Apache Spark
2 62 (4.78%) Apache Airflow
3 26 (2.00%) Apache
4 22 (1.70%) ArcGIS
5 17 (1.31%) SharePoint
6 15 (1.16%) SAS
7 11 (0.85%) Jupyter
8 6 (0.46%) Confluence
9 5 (0.39%) ColdFusion
9 5 (0.39%) GeoServer
10 3 (0.23%) CMS
11 2 (0.15%) Apache Pulsar
12 1 (0.077%) Palantir Foundry
12 1 (0.077%) WordPress
Applications
1 39 (3.01%) Microsoft Excel
2 6 (0.46%) 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 (0.15%) SPSS
6 1 (0.077%) Trello
Business Applications
1 1 (0.077%) Dynamics CRM
1 1 (0.077%) FIS Private Capital Suite
1 1 (0.077%) HFM
1 1 (0.077%) Oracle EBS
1 1 (0.077%) Oracle ERP
Cloud Services
1 343 (26.45%) AWS
2 301 (23.21%) Azure
3 214 (16.50%) GCP
4 132 (10.18%) Power Platform
5 83 (6.40%) Snowflake
6 53 (4.09%) Azure Synapse Analytics
7 50 (3.86%) Azure Data Factory
8 48 (3.70%) dbt
9 41 (3.16%) Serverless
10 40 (3.08%) SaaS
11 28 (2.16%) Amazon S3
11 28 (2.16%) AWS Lambda
11 28 (2.16%) Azure Machine Learning
12 23 (1.77%) Azure DevOps
13 14 (1.08%) Amazon SageMaker
13 14 (1.08%) Microsoft 365
14 13 (1.00%) Amazon Kinesis
14 13 (1.00%) Dagster
14 13 (1.00%) GitHub
14 13 (1.00%) Microsoft Purview
Communications & Networking
1 96 (7.40%) Broadband
2 14 (1.08%) BGP
3 10 (0.77%) 4G
3 10 (0.77%) Cisco IOS
3 10 (0.77%) Ethernet VPN
3 10 (0.77%) IOS XR
3 10 (0.77%) MPLS
4 6 (0.46%) 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 (0.15%) Firewall
7 2 (0.15%) Tactical Data Link
8 1 (0.077%) Kerberos
8 1 (0.077%) LTE
8 1 (0.077%) Wi-Fi
8 1 (0.077%) Wireless
Database & Business Intelligence
1 126 (9.71%) Power BI
2 119 (9.18%) Data Warehouse
3 84 (6.48%) Data Lake
4 76 (5.86%) Tableau
5 66 (5.09%) Amazon Redshift
6 63 (4.86%) BigQuery
7 57 (4.39%) Metadata
8 52 (4.01%) Elasticsearch
8 52 (4.01%) NoSQL
9 51 (3.93%) Looker
10 38 (2.93%) PostgreSQL
11 37 (2.85%) GIS
11 37 (2.85%) MongoDB
12 34 (2.62%) Big Data
13 29 (2.24%) Relational Database
14 26 (2.00%) QGIS
15 25 (1.93%) Delta Lake
15 25 (1.93%) Snowflake Schema
16 22 (1.70%) Spatial Data
17 21 (1.62%) MySQL
Development Applications
1 89 (6.86%) Git
2 44 (3.39%) MLflow
3 12 (0.93%) JIRA
4 11 (0.85%) Jenkins
5 10 (0.77%) GitLab
6 6 (0.46%) Claude Code
7 4 (0.31%) Selenium
8 3 (0.23%) Visual Studio Code
9 2 (0.15%) JUnit
10 1 (0.077%) Bitbucket
10 1 (0.077%) Yeoman
General
1 265 (20.43%) Social Skills
2 242 (18.66%) Finance
3 240 (18.50%) Analytical Skills
4 91 (7.02%) Inclusion and Diversity
5 73 (5.63%) Marketing
6 59 (4.55%) Retail
7 58 (4.47%) Banking
8 57 (4.39%) Public Sector
9 34 (2.62%) Law
10 27 (2.08%) Advertising
11 26 (2.00%) Organisational Skills
12 23 (1.77%) Legal
13 21 (1.62%) Influencing Skills
14 18 (1.39%) Financial Institution
14 18 (1.39%) Manufacturing
15 17 (1.31%) Games
16 14 (1.08%) Telecoms
17 12 (0.93%) Pharmaceutical
17 12 (0.93%) Presentation Skills
18 11 (0.85%) Publishing
Job Titles
1 484 (37.32%) Data Scientist
2 298 (22.98%) Senior
3 238 (18.35%) Senior Data Scientist
4 163 (12.57%) Lead
5 153 (11.80%) Data Engineer
6 84 (6.48%) Developer
6 84 (6.48%) Software Engineer
7 70 (5.40%) Lead Data Scientist
8 69 (5.32%) Consultant
9 53 (4.09%) Analyst
10 44 (3.39%) Architect
11 35 (2.70%) Python Engineer
11 35 (2.70%) Senior Data Engineer
12 33 (2.54%) Artificial Intelligence Engineer
12 33 (2.54%) Research Scientist
13 32 (2.47%) Data Analyst
14 31 (2.39%) Systems Engineer
15 30 (2.31%) Scala Engineer
16 28 (2.16%) Product Specialist
17 25 (1.93%) Principal Data Scientist
Libraries, Frameworks & Software Standards
1 156 (12.03%) PyTorch
2 117 (9.02%) TensorFlow
3 72 (5.55%) scikit-learn
4 61 (4.70%) Kafka
5 54 (4.16%) LangChain
6 46 (3.55%) gRPC
7 42 (3.24%) PySpark
8 33 (2.54%) React
9 32 (2.47%) LlamaIndex
9 32 (2.47%) Pandas
10 29 (2.24%) Hugging Face
11 25 (1.93%) pgvector
12 24 (1.85%) RESTful
13 21 (1.62%) REST
14 19 (1.46%) Django
14 19 (1.46%) FastAPI
15 18 (1.39%) HTML
15 18 (1.39%) Node.js
16 17 (1.31%) NumPy
17 15 (1.16%) .NET
Miscellaneous
1 106 (8.17%) Algorithms
2 78 (6.01%) Cloud Native
3 70 (5.40%) Distributed Systems
4 69 (5.32%) Video\Live Streaming
5 54 (4.16%) Over-the-Top Content
6 48 (3.70%) Product Ownership
7 32 (2.47%) AI Agents
7 32 (2.47%) Data Structures
8 31 (2.39%) Clustering
9 27 (2.08%) Life Science
9 27 (2.08%) Social Media
10 26 (2.00%) Public Cloud
11 17 (1.31%) Management Information System
11 17 (1.31%) Onboarding
12 16 (1.23%) Greenfield Project
13 14 (1.08%) e-Learning
14 12 (0.93%) Virtual Team
15 10 (0.77%) Enterprise Software
15 10 (0.77%) Low-Code
16 9 (0.69%) Hedge funds
Operating Systems
1 24 (1.85%) Linux
2 9 (0.69%) Windows
3 2 (0.15%) Embedded Linux
3 2 (0.15%) Unix
Processes & Methodologies
1 612 (47.19%) AI
2 592 (45.64%) Machine Learning
3 495 (38.16%) Analytics
4 250 (19.28%) CI/CD
5 234 (18.04%) Software Engineering
6 232 (17.89%) Data Engineering
7 223 (17.19%) Problem-Solving
8 219 (16.89%) Decision-Making
9 217 (16.73%) Agile
10 202 (15.57%) Data Pipeline
10 202 (15.57%) Mentoring
11 183 (14.11%) Business Intelligence
11 183 (14.11%) Roadmaps
12 179 (13.80%) MLOps
13 177 (13.65%) Generative AI
14 158 (12.18%) Data Modelling
15 149 (11.49%) Use Case
16 136 (10.49%) ETL
17 135 (10.41%) Computer Science
18 127 (9.79%) Visualisation
Programming Languages
1 663 (51.12%) Python
2 343 (26.45%) SQL
3 87 (6.71%) Scala
4 78 (6.01%) Java
5 57 (4.39%) Go
6 45 (3.47%) C++
6 45 (3.47%) R
7 37 (2.85%) JavaScript
8 27 (2.08%) C#
9 21 (1.62%) VBA
10 19 (1.46%) C
11 15 (1.16%) TypeScript
12 12 (0.93%) Bicep
13 11 (0.85%) Bash
14 9 (0.69%) PHP
15 8 (0.62%) Julia
16 7 (0.54%) T-SQL
17 5 (0.39%) Data Analysis Expressions
17 5 (0.39%) Groovy
17 5 (0.39%) Rust
Qualifications
1 285 (21.97%) Degree
2 131 (10.10%) Security Cleared
3 77 (5.94%) Master's Degree
4 64 (4.93%) DV Cleared
5 58 (4.47%) SC Cleared
6 57 (4.39%) PhD
7 44 (3.39%) Computer Science Degree
8 35 (2.70%) DBS Check
9 25 (1.93%) Azure Certification
10 11 (0.85%) Microsoft Certification
11 8 (0.62%) Postgraduate
12 7 (0.54%) APMP
12 7 (0.54%) AWS Certification
12 7 (0.54%) BPSS Clearance
12 7 (0.54%) MBA
12 7 (0.54%) SnowPro
13 3 (0.23%) CISSP
13 3 (0.23%) Numerate Degree
13 3 (0.23%) TOGAF Certification
14 2 (0.15%) GIAC
Quality Assurance & Compliance
1 135 (10.41%) Data Quality
2 48 (3.70%) GDPR
3 44 (3.39%) Accessibility
3 44 (3.39%) QA
4 24 (1.85%) California Consumer Privacy Act
5 8 (0.62%) ISO/IEC 27001
6 6 (0.46%) Actionable Recommendations
7 4 (0.31%) GxP
8 3 (0.23%) PERC
9 2 (0.15%) DICOM
9 2 (0.15%) EU AI Act
9 2 (0.15%) HL7
9 2 (0.15%) IFRS
9 2 (0.15%) IFRS 17
9 2 (0.15%) Solvency II
10 1 (0.077%) GRC
10 1 (0.077%) SOC 2
System Software
1 108 (8.33%) 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 63 (4.86%) Kubernetes
2 56 (4.32%) Terraform
3 12 (0.93%) Kubeflow
4 4 (0.31%) Hadoop YARN
5 3 (0.23%) Kibana
6 2 (0.15%) Ansible
6 2 (0.15%) Argo
6 2 (0.15%) Computer Emergency Response Teams
6 2 (0.15%) Computer Incident Response Team
Vendors
1 163 (12.57%) Databricks
2 71 (5.47%) Google
2 71 (5.47%) Microsoft
3 48 (3.70%) Dell
4 45 (3.47%) Typelevel
5 26 (2.00%) Informatica
6 25 (1.93%) Teradata
7 24 (1.85%) Denodo
8 23 (1.77%) Cloudera
9 18 (1.39%) OpenAI
10 15 (1.16%) Cisco
11 12 (0.93%) Oracle
12 10 (0.77%) Salesforce
13 7 (0.54%) ServiceNow
14 6 (0.46%) Palantir
14 6 (0.46%) SAP
15 5 (0.39%) IBM
16 4 (0.31%) HP
16 4 (0.31%) Workday
17 3 (0.23%) Confluent