AI Healthcare Innovator
5 days ago
About Us: Machinify is a leading provider of AI-powered software products transforming healthcare claims and payment operations. The industry generates over $200B in claims mispayments annually, resulting in waste, friction, and frustration for patients, providers, and payers. Our revolutionary AI-platform enables the development and deployment of industry-specific products, increasing the speed and accuracy of claims processing by orders of magnitude.
Our Mission: We're building state-of-the-art Visual Question Answering (VQA) systems for medical records using cutting-edge techniques in Natural Language Processing (NLP) and Computer Vision (CV). Our goal is to achieve human-expert level accuracy in medical document analysis, a highly challenging problem where traditional approaches fall short.
Key Responsibilities:
- Solve complex problems in medical document understanding and question-answering using modern NLP and vision methodologies.
- Make data-driven decisions on algorithms and techniques tailored to specific business challenges.
- Work with limited and noisy labeled data, bootstrapping and iterating to improve model output in practical, real-world settings.
- Continuously evaluate and optimize models for scalability and performance in production environments.
- Learn the intricacies of the healthcare domain and evolve into an industry expert over time.
Requirements:
- Expertise in NLP and/or Computer Vision: You stay up to date with the latest research and developments in these fast-evolving fields.
- Strong Software Engineering Skills: You write clean, production-quality code and are comfortable building scalable solutions.
Compensation and Benefits: This position offers a competitive salary range of $180,000 - $250,000 per year, depending on experience, plus benefits including health insurance, retirement plan, and paid time off.
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