Machine Learning Engineer

About the Role

Gabeo.ai is a health tech startup focused on transforming the healthcare revenue cycle by using advanced AI to tackle denied medical claims.

The Machine Learning Engineer will develop and refine AI models for U.S. healthcare revenue cycle management, with a keen interest in Large Language Models (LLMs) and NLP. This is an entry-level, fully remote, full-time position for India-based candidates.

Key Responsibilities

• Collaborate on designing, developing, and optimizing ML models—AI Agents - particularly LLMs—for tasks like claim denial analysis and predictive analytics.
• Assist in data collection, preprocessing, and feature engineering specific to healthcare RCM (Revenue Cycle Management) problems.
• Stay updated with the latest AI/ML trends and apply new techniques to improve model performance.
• Work closely with senior engineers to integrate models into production environments, ensuring scalability and reliability.
• Help monitor model accuracy and efficiency, proposing iterative improvements based on feedback and metrics.

Requirements & Tech Stack

• AI Agent frameworks: Experience working with AI Agent frameworks such as LangChain, Langraph, AutoGen, CrewAI, Auto-GPT, or custom-built systems.
• LLM Concepts: Explored multi-agent coordination, autonomous task execution, memory management, or tool-based reasoning using LLMs.
• Python: Proficiency in Python.
• ML Frameworks: Familiarity with popular ML frameworks (e.g., TensorFlow, PyTorch).
• NLP: Familiarity with NLP techniques, LLMs, and transformer-based architectures.
• Problem-Solving: Eagerness to tackle complex datasets and real-world issues in the U.S. healthcare domain.
• Team Player: Ability to communicate effectively with a distributed team.

Qualifications

• Education: Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, or related fields.
• Graduates from IIT, NIT, IIIT, BITS, or equivalent institutions are strongly encouraged to apply.
• Note: While a background in US healthcare is a plus, it is not mandatory.

What We Offer

• Real-World Impact: Contribute to AI solutions that directly benefit healthcare providers and patients.
• Mentorship & Growth: Learn from experienced data scientists and healthcare tech specialists.
• Competitive Package: Market-aligned salary plus strong equity.
• Remote Flexibility: Work from anywhere in India.

Important Note

• Immediate joiners only.
• Applications are currently accepted only from India-based candidates who are either recent graduates or early-career professionals.