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 seeking a Data Scientist | ML to enhance their healthcare payment models. You'll work with machine learning and data analysis to drive efficiency in healthcare payments. This role requires expertise in Python and SQL.

Job Description

Who you are

You have a strong background in data science with a focus on machine learning — you understand the intricacies of healthcare payment policies and can navigate complex datasets to extract meaningful insights. Your experience includes building and improving predictive models, and you are adept at feature engineering to enhance model performance. You are proficient in Python and SQL, enabling you to manipulate data effectively and implement machine learning algorithms. You thrive in collaborative environments, working closely with cross-functional teams to achieve business objectives and improve outcomes. You are detail-oriented and possess strong analytical skills, allowing you to identify patterns and anomalies in large datasets. You are committed to continuous learning and staying updated with the latest advancements in machine learning and data science.

Desirable

Experience with healthcare data and familiarity with claims processing will be a plus. Knowledge of additional programming languages or tools related to data science can enhance your candidacy. A passion for improving healthcare outcomes through technology is highly valued.

What you'll do

In this role, you will be responsible for mastering the understanding of various claims payment policies and healthcare concepts — this knowledge will be crucial as you build and improve machine learning models that identify erroneous healthcare payments. You will curate data thoughtfully and create features that enhance model accuracy and efficiency. Your work will directly contribute to the development of technical frameworks and tools that enable the team to scale operations effectively. You will collaborate with other data scientists and stakeholders to ensure that the models you develop meet the needs of the business and deliver measurable results. You will also engage in regular model evaluation and refinement, ensuring that the solutions you provide are robust and reliable. Your contributions will help drive down healthcare costs and maximize financial outcomes for clients.

What we offer

Machinify offers a dynamic work environment where innovation is encouraged — you will have the opportunity to work on impactful projects that directly affect the healthcare industry. We provide competitive compensation and benefits, along with opportunities for professional development and growth within the company. You will be part of a team that values diversity and inclusion, fostering a culture where unique backgrounds and perspectives are celebrated. Join us in our mission to transform healthcare through advanced technology and data-driven solutions.

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