NLP Researcher

4 weeks ago


Palo Alto, California, United States Machinify Full time
About Machinify

Machinify is a pioneering healthcare technology company that leverages AI-powered software to transform claims and payment operations in the industry. With a mission to reduce waste and friction in healthcare, Machinify has developed a revolutionary AI-platform that enables the company to deploy industry-specific products at an unprecedented pace.

We're seeking a highly skilled NLP Scientist to contribute to our AI-focused healthcare startup. Our team has successfully deployed models that detect anomalies in medical claims, predict patient care trajectories, and even 'read and understand' medical records using cutting-edge NLP and computer vision techniques. There are numerous challenges in the healthcare space that require innovative solutions, and we're looking for a talented individual to help us tackle them.

Key Responsibilities
  • Advance Machinify's capabilities to model and understand medical decisions, powering a range of products in the claims processing space.
  • Solve complex problems around information retrieval and robust system design.
  • Make informed decisions about methods and algorithms to tackle business challenges.
  • Consider the quality of input data and build systems that perform well in noisy environments.
  • Measure model output in practical real-world settings and iterate approaches.
  • Gain expertise in the healthcare industry over time.
Requirements
  • Expertise in NLP and experience with production code.
  • Comfort with data-driven optimization and ML modeling.
  • Ability to measure and optimize business impact.
  • Interest in learning about the healthcare industry and improving patient care.
  • Experience with SQL, handling large-scale data, and at least one programming language (Python, R, etc.).
  • Background in building ML models using modern approaches like Neural Nets or Tree-ensembles.
What We Offer

Machinify offers a competitive total compensation package, including a base salary range of $200k-$300k, meaningful equity, excellent healthcare, flexible time off, and other benefits and perks. We're an equal opportunity employer committed to hiring talented individuals with diverse backgrounds.


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