Machinify

About Machinify

Transforming healthcare with AI-driven cost reduction

🏢 Tech👥 101-200 employees📅 Founded 2016📍 University South, Palo Alto, CA💰 $15.6m
HealthcareB2BArtificial IntelligenceBig dataDeep TechAnalyticsMachine LearningSaaS

Key Highlights

  • Raised $15.6 million in seed funding
  • Headquartered in Palo Alto, CA
  • 101-200 employees focused on healthcare AI
  • Serves market-leading Payers in the healthcare sector

Machinify, founded in 2016 and headquartered in Palo Alto, CA, is an AI and data-driven platform focused on reducing healthcare costs. The company has raised $15.6 million in funding and serves market leaders in the healthcare sector, helping Payers implement AI for treatment authorization and medic...

🎁 Benefits

Machinify offers flexible remote work options across the US, a home office stipend, and premium medical, dental, and vision benefits. Employees enjoy ...

🌟 Culture

Machinify fosters a culture centered on leveraging AI to solve real-world healthcare challenges. The company emphasizes operational efficiency and dat...

Skills & Technologies

Overview

Machinify is hiring a Staff Data Scientist to advance machine learning models for healthcare payments. You'll work with Python and SQL to solve real business problems with data. This position requires expertise in machine learning and data science.

Job Description

Who you are

You have a strong background in data science and machine learning, with experience in building and deploying models that drive real business impact. You are skilled in Python and SQL, and you understand how to manipulate and analyze large datasets to extract meaningful insights. Your experience includes end-to-end data science work, from problem framing and data exploration to modeling and validation. You are comfortable collaborating with cross-functional teams and communicating complex technical concepts to non-technical stakeholders.

You have a proven track record of solving complex business problems using data-driven approaches. You are familiar with the healthcare industry and understand the nuances of claims payments and the importance of accuracy in this domain. Your analytical mindset allows you to identify patterns and trends in data, and you are adept at using statistical methods to validate your findings. You are passionate about leveraging technology to improve healthcare outcomes and reduce costs.

What you'll do

In this role, you will own the end-to-end data science process for the claims payments product, working closely with the Pay team to enhance existing models and develop new ones. You will be responsible for framing business problems, exploring data, and building machine learning models that identify erroneous healthcare payments. Your work will directly contribute to significant cost savings for health plans and improve the efficiency of claims processing.

You will create technical frameworks and tools that enable the team to scale their efforts and achieve better business outcomes. This includes developing best practices for model validation and deployment, as well as ensuring that the models are robust and reliable in production environments. You will collaborate with stakeholders across the organization to understand their needs and translate them into actionable data science projects.

What we offer

Machinify offers a dynamic work environment where you can make a real impact in the healthcare industry. You will have the opportunity to work with a talented team of professionals who are dedicated to improving healthcare through innovative technology. We provide competitive compensation and benefits, as well as opportunities for professional growth and development. Join us in our mission to transform healthcare payments and drive down costs for millions of lives.

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