NLP Scientist

Palo Alto, California, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare Technology, Artificial Intelligence, Health InsuranceIndustries

Requirements

Candidates must possess expertise in Natural Language Processing (NLP) and/or Computer Vision (CV), staying current with the latest research and developments in these fields. Strong software engineering skills are essential, including the ability to write clean, production-quality code and build scalable solutions.

Responsibilities

The NLP Scientist will solve complex problems in medical document understanding and question-answering using modern NLP and vision methodologies. They will make data-driven decisions on algorithms and techniques, work with limited and noisy labeled data to improve model output, and continuously evaluate and optimize models for scalability and performance in production environments. The role also involves learning the intricacies of the healthcare domain.

Skills

NLP

Computer Vision

Visual Question Answering

Retrieval-Augmented Generation (RAG)

Machine Learning

Deep Learning

Python

Medical Document Analysis

Machinify

AI-driven solutions for healthcare administration

About Machinify

Machinify provides AI-driven solutions to improve decision-making in the healthcare industry. Its platform helps health plans, payers, and providers optimize their operations, particularly in areas like claims processing and utilization management. The applications offered by Machinify can be quickly deployed, allowing clients to see immediate returns on investment. This focus on rapid implementation sets Machinify apart from competitors, as healthcare organizations increasingly seek cost efficiency and better patient outcomes. The company's goal is to enhance operational efficiency and help clients manage healthcare expenditures more effectively.

Palo Alto, CaliforniaHeadquarters

2016Year Founded

$15.2MTotal Funding

SERIES_ACompany Stage

AI & Machine Learning, HealthcareIndustries

51-200Employees

Benefits

Medical, dental, & vision

Flexible work environment

Generous PTO

Competitive salary

Equity

401(k)

Sponsorship

Generous L&D Reimbursement policy

Risks

Integration challenges with Evolent Health could disrupt Machinify's operations.

Slow adoption of new technologies in healthcare may hinder Machinify's rapid deployment.

Reliance on a few large clients poses a risk if they switch providers.

Differentiation

Machinify leverages AI to optimize healthcare decision-making and administrative processes.

The company offers rapid deployment of AI applications for immediate ROI in healthcare.

Machinify's AI platform addresses the entire healthcare claims lifecycle efficiently.

Upsides

AI-driven automation in healthcare claims processing is gaining significant traction.

The healthcare AI market is projected to reach $45.2 billion by 2026.

Machinify's AI solutions reduce administrative costs and improve patient care access.

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