Full-Time

NLP Scientist

Confirmed live in the last 24 hours

Machinify

Machinify

51-200 employees

AI-driven solutions for healthcare administration

AI & Machine Learning
Healthcare

Mid

Palo Alto, CA, USA

Category
Natural Language Processing (NLP)
Computer Vision
AI & Machine Learning
Required Skills
Data Structures & Algorithms
Natural Language Processing (NLP)
Computer Vision
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.
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.

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 deployment sets Machinify apart from competitors, as healthcare organizations increasingly need to enhance efficiency in a challenging financial environment. The company's goal is to help clients regain control over healthcare costs and navigate the complexities of the healthcare system effectively.

Company Stage

Series A

Total Funding

$15.2M

Headquarters

Palo Alto, California

Founded

2016

Growth & Insights
Headcount

6 month growth

4%

1 year growth

13%

2 year growth

43%
Simplify Jobs

Simplify's Take

What believers are saying

  • The acquisition by Evolent Health could provide Machinify with greater resources and market reach, enhancing its growth potential.
  • Machinify's AI applications have the potential to significantly reduce administrative costs and waste in the healthcare system, offering substantial value to clients.
  • The company's focus on solving real-world problems and delivering tangible results makes it an attractive place to work for those passionate about impactful innovation.

What critics are saying

  • Integration with Evolent Health may pose challenges, including potential cultural and operational misalignments.
  • The healthcare technology market is highly competitive, requiring continuous innovation to maintain a competitive edge.

What makes Machinify unique

  • Machinify's AI-driven solutions specifically target healthcare administration, offering a focused approach that sets it apart from more generalized AI applications.
  • The company's rapid deployment model ensures immediate ROI, a critical advantage in the cost-sensitive healthcare sector.
  • Machinify's comprehensive suite of applications, including Machinify Auth, Audit, and Pay, addresses the entire healthcare claims lifecycle, providing an end-to-end solution.

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Benefits

Medical, dental, & vision

Flexible work environment

Generous PTO

Competitive salary

Equity

401(k)

Sponsorship

Generous L&D Reimbursement policy