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Full-Time

NLP Scientist/Eng

Confirmed live in the last 24 hours

Machinify

Machinify

51-200 employees

AI-driven solutions for healthcare administration

Data & Analytics
Consulting
Hardware
Enterprise Software
AI & Machine Learning

Compensation Overview

$200k - $300kAnnually

+ Equity + Healthcare + Flexible Time Off + Benefits + Perks

Senior, Expert

Palo Alto, CA, USA

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
R
Data Structures & Algorithms
SQL
Natural Language Processing (NLP)
Requirements
  • You are an expert in NLP
  • You're comfortable writing production code
  • You enjoy solving real-world business problems involving data-driven optimization and ML modeling - and have been doing that successfully for a while.
  • You are comfortable measuring and optimizing the direct business impact of work.
  • You are interested in learning about the healthcare industry and helping us improve the care millions of people receive.
  • You are experienced with SQL, handling large-scale data, and are comfortable with at least one programming language (Python, R, etc.).
  • You have experience building ML models using modern ML approaches like Neural Nets or Tree-ensembles from scratch for new applications - making decisions relating to which supervised labels to use, the metric to optimize for, and the features likely to be useful.
Responsibilities
  • Advance Machinify’s capabilities to model and understand medical decisions which will power a range of products in the claims processing space.
  • Solve complex problems around information retrieval / RAG
  • Make thoughtful decisions around which methods/algorithms are likely to work well in solving the business problem at hand
  • Consider the quality of the available input data and build robust systems that will work well in the presence of noise/errors
  • Measure the model output in practical real-world settings and iterate your approach
  • Learn about the healthcare industry and become an 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

$13.5M

Headquarters

Palo Alto, California

Founded

2016

Growth & Insights
Headcount

6 month growth

6%

1 year growth

12%

2 year growth

50%
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.

Benefits

Medical, dental, & vision

Flexible work environment

Generous PTO

Competitive salary

Equity

401(k)

Sponsorship

Generous L&D Reimbursement policy