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Full-Time

NLP Scientist/Eng

Updated on 7/21/2024

Machinify

Machinify

51-200 employees

Automates healthcare data analysis with AI

Data & Analytics
Consulting
Hardware
Enterprise Software
AI & Machine Learning

Compensation Overview

$200k - $300kAnnually

+ Equity

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
  • Expert in NLP
  • Experience with SQL and handling large-scale data
  • Comfortable with at least one programming language (Python, R, etc.)
  • Experience building ML models using modern approaches like Neural Nets or Tree-ensembles
  • Ability to write production code
Responsibilities
  • Advance Machinify’s capabilities to model and understand medical decisions
  • Solve complex problems around information retrieval / RAG
  • Make thoughtful decisions around methods/algorithms
  • Consider the quality of input data and build robust systems
  • Measure model output in real-world settings and iterate approach
  • Learn about the healthcare industry and become an expert over time

Machinify, Inc. specializes in developing software that harnesses machine learning, large language models, data analytics, and cloud processing to enhance healthcare delivery. Their primary focus is on automating the review of medical treatments, preventing unnecessary billing, and auditing medical claims for accuracy, thereby driving down healthcare costs and enhancing patient outcomes. This company offers a stimulative working environment where technology meets crucial healthcare challenges, making it an excellent workplace for those passionate about making a real-world impact through cutting-edge technology.

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

53%

Benefits

Medical, dental, & vision

Flexible work environment

Generous PTO

Competitive salary

Equity

401(k)

Sponsorship

Generous L&D Reimbursement policy