Promptly Recruitment For Summer Internship – Federated Data Analysis 2025 | 656 Euro Per Month

Summer Internship Details

• Duration of 8–10 weeks, starting in July
• Work on a project that will help Promptly achieve long-term objectives
• Full-time internship with flexible time management
• Holidays during the internship are acceptable
• Remote work, with office access available
• Assigned mentor for guidance and supervision
• Open to residents in Portugal only

Project Introduction

• Hands-on experience with federated analytics techniques on healthcare data standardized using the OMOP Common Data Model (CDM)
• Utilizes synthetic data and open-source tools
• Starts with foundational concepts, progressing to complex analysis or model training
• Project is part of the Analyze/Clinical Team

Objectives

• Understand the core concepts of Federated Learning and Federated Analytics
• Become familiar with the OMOP CDM structure and its role in healthcare data standardization
• Gain hands-on experience simulating a federated network using local instances and synthetic OMOP data
• Implement and execute a basic observational healthcare study using traditional methods
• Adapt the analysis to a federated analytics framework with privacy-preserving aggregation
• Validate findings using published OMOP-based studies and methodologies
• (Stretch Goal) Explore federated machine learning model training if time permits

Technology Stack

• Data: Synthetically generated patient data using the Synthea stack, converted to OMOP CDM format
• Framework: Flower or Vantage6
• Programming Languages: Python, R, SQL

Expected Outcomes

• Improved and solidified software development skills
• Understanding of Federated Learning
• Experience with real-world data and OMOP standards
• Professional growth through real-world startup experience

Intern Profile

• Pursuing Bachelor’s or Master’s degree in Computer Science, Data Science, Biomedical Engineering, or related field
• 3rd or 4th year students preferred
• Strong understanding of data structures, algorithms, and OOP principles
• Proficiency in at least one programming language (e.g., Python, R, Java, JavaScript)
• Interest in healthcare data and real-world evidence
• Problem-solving mindset and good communication skills
• Eagerness to explore, experiment, and learn

What We Offer

• A salary of 656€/month
• Opportunity to work at a real-world startup impacting patient lives
• Mentorship and collaboration with an experienced team

Recruiting Process

• Internal triage of CVs
• Interview with the team to introduce Promptly and understand your profile
• Final selection of students
• Offer extended to selected candidates