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Internship Full Stack Machine Learning Engineer information
What are the key skills and qualifications needed to thrive as an Internship Full Stack Machine Learning Engineer, and why are they important?
What is an Internship Full Stack Machine Learning Engineer?
What types of projects and responsibilities can I expect as an Internship Full Stack Machine Learning Engineer?
What is the difference between Internship Full Stack Machine Learning Engineer vs Software Developer Intern?
| Aspect | Internship Full Stack Machine Learning Engineer | Software Developer Intern |
|---|---|---|
| Required Skills | Knowledge of machine learning, programming (Python, JavaScript), full stack development, data handling | Proficiency in programming languages (Java, Python, JavaScript), software development, basic algorithms |
| Work Environment | Collaborates on ML models, data pipelines, backend and frontend development | Focuses on application development, coding, debugging, and testing |
| Industry Usage | Used in AI-driven companies, tech startups, data science teams | Common in software firms, app development companies, tech startups |
The Internship Full Stack Machine Learning Engineer role emphasizes working with machine learning models and data-driven applications, combining full stack development skills with AI expertise. In contrast, a Software Developer Intern focuses more on traditional software development tasks like coding and debugging. Both roles are valuable entry points in tech, but they target different skill sets and project types.
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Other
Medical, Dental, Vision, Life, Retirement, PTO
Posted 26 days ago
Job description
At ModMed, we're not just building software-we're reimagining the healthcare experience. Founded in 2010 by a practicing physician and a successful tech entrepreneur, we took a radically different approach: we hired doctors and taught them how to code. This "for doctors, by doctors" philosophy has allowed us to create an AI-enabled, specialty-specific cloud platform that places patients at the center of care.
A Culture of Excellence
When you join ModMed, you're joining an award-winning team recognized for innovation and employee satisfaction. From our global headquarters in Boca Raton Florida, and extensive employee base in Hyderabad India, we are a team of 4,500+ passionate problem-solvers on a mission to increase medical practice success and improve patient outcomes:
- Consistently ranked as a Top Place to Work
- 2025 Globee Business Awards: Gold Globee for "Technology Team of the Year"
- 2025 Black Book Awards: Ranked #1 EHR in 11 Specialties
- Florida Venture Forum: Venture-Backed Company of the Year
Ready to modernize medicine with us?
Job Description Summary:
We are seeking a Machine Learning Engineer to build the "active brain" of our patient engagement platform. In this role, you will develop autonomous and conversational AI agents capable of triaging patient messages and managing clinical workflows.
Your mission is to design systems that don't just respond, but act-executing complex tasks with minimal human intervention while maintaining high standards of safety, empathy, and accuracy.
What you'll do
- Autonomous Agent Development
Design and deploy multi-agent systems using frameworks such as LangGraph, AutoGen, CrewAI, or no-code/low-code agent frameworks to execute complex, non-linear clinical workflows. - Patient Engagement Agents
Build and optimize conversational AI interfaces that handle message triage, sentiment analysis, and context-aware responses that are natural, empathetic, and patient-centric. Develop tool-calling architectures that enable AI agents to interact with external APIs, EHR systems, and databases to perform real-world actions. - Model & Agent Evaluation
Design and implement evaluation frameworks to measure model and agent performance, including accuracy, reliability, safety, and task completion. Continuously improve systems using structured evaluation methodologies and feedback loops. - Safety & Guardrails
Implement robust evaluation pipelines and guardrails (e.g., NeMo Guardrails) to ensure agent safety, clinical accuracy, and HIPAA compliance. - AI Observability
Create and maintain dashboards to monitor agent reasoning traces, system performance, uptime, and task completion rates in production environments.
- 3+ years of experience in Machine Learning with a strong focus on AI agents and conversational NLP systems.
- Proven experience building autonomous systems using LangGraph, AutoGen, CrewAI, or similar no-code/low-code agent frameworks.
- Hands-on experience with fine-tuning models and implementing rigorous evaluation frameworks to ensure agent performance, safety, and reliability. Familiarity with techniques for detecting hallucinations, bias, and failure modes in agent behavior.
- Strong understanding of guardrails, alignment techniques, and safety mechanisms to ensure compliant, accurate, and trustworthy agent outputs in sensitive environments.
- Hands-on experience with AWS and Databricks, including building CI/CD pipelines for deploying machine learning models and AI agents.
- Strong proficiency in Python and experience with modern evaluation frameworks such as RAGAS or DeepEval.
United States
- Comprehensive medical, dental, and vision benefits, including a company Health Savings Account contribution,
- 401(k): ModMed provides a matching contribution each payday of 50% of your contribution deferred on up to 6% of your compensation. After one year of employment with ModMed, 100% of any matching contribution you receive is yours to keep.
- Generous Paid Time Off and Paid Parental Leave programs,
- Company paid Life and Disability benefits, Flexible Spending Account, and Employee Assistance Programs,
- Company-sponsored Business Resource & Special Interest Groups that provide engaged and supportive communities within ModMed,
- Professional development opportunities, including tuition reimbursement programs and unlimited access to LinkedIn Learning,
- Global presence and in-person collaboration opportunities; dog-friendly HQ (US), Hybrid office-based roles and remote availability for some roles,
- Weekly catered breakfast and lunch, treadmill workstations, Zen, and wellness rooms within our BRIC headquarters.
PHISHING SCAM WARNING: ModMed is among several companies recently made aware of a phishing scam involving imposters posing as hiring managers recruiting via email, text and social media. The imposters are creating misleading email accounts, conducting remote "interviews," and making fake job offers in order to collect personal and financial information from unsuspecting individuals. Please be aware that no job offers will be made from ModMed without a formal interview process, and valid communications from our hiring team will come from our employees with a ModMed email address (first.lastname@modmed.com). Please check senders' email addresses carefully. Additionally, ModMed will not ask you to purchase equipment or supplies as part of your onboarding process. If you are receiving communications as described above, please report them to the FTC website.
About Modernizing Medicine
Sourced by ZipRecruiter
Company size
1,001 - 5,000 Employees
Headquarters location
Boca Raton, FL, US
Year founded
2010