AI/ML Applied Scientist I

ZipRecruiter; Durham (NC); Remote; USD 90,000 - 130,000; Full time

Job summary

A leading AI company in the healthcare sector is looking for an AI/ML Applied Scientist I. In this role, you will develop advanced machine learning algorithms and collaborate with a dynamic team to solve real-world challenges in document understanding. Ideal candidates should possess strong Python skills and a background in quantitative fields.

Qualifications

• 2+ years of development experience in Python and standard ML libraries.
• Ability to develop and prototype solutions efficiently and accurately.
• Experience with NLP and LLMs is a plus.

Responsibilities

• Develop machine learning algorithms and LLM workflows for document understanding.
• Curate, process, and manage business-critical data.
• Collaborate with product and engineering teams on solution integration.

Skills

Machine Learning

Data Science

Data Engineering

Computational Software Development

Natural Language Processing

Large Language Models

Problem Solving

Collaboration

Education

Advanced degree in a quantitative field

Tools

Python

Linux

Job description

Job Description

Salary:

The Company

Infinia ML, based in the Raleigh-Durham area, is an AI company specializing in automating workflows in healthcare. Infinia ML is part of Aspirion, a leading provider of complex claims and denials management services. Aspirion helps hospitals and healthcare systems minimize patient burden by maximizing reimbursement from insurance companies. Infinia ML has developed a versatile and standardized platform for processing written content in documents, such as medical records, insurance claims, correspondence, and more, leveraging the power of AI and machine learning.

The Role

Infinia ML is seeking an AI/ML Applied Scientist I to join a fast-growing company in the healthcare space. You will work with a dynamic team of scientists and engineers, collaborating on new machine learning algorithms, LLM workflows, and their application to automated document understanding. We are looking for individuals who thrive on tackling real-world problems and enjoy the flexibility and adaptability of our work environment.

Typical activities will include:

1. Developing machine learning algorithms and LLM workflows for document understanding.
2. Curating, processing, characterizing, and managing business-critical data.
3. Collaborating with the product team on developing use-case-specific solutions.
4. Collaborating with the engineering team on solution integration and maintenance.

Candidates must have the following characteristics:

• Experience in machine learning, data science, data engineering, and/or computational software development.
• Ability to independently identify and design solutions to data-driven problems, evaluate and interpret results, and determine next steps.
• Ability to develop and prototype solutions efficiently and accurately.
• Self-motivated with a strong desire to learn new technologies in a fast-moving field.
• Ability to collaborate and communicate effectively with diverse groups.
• Must be a US citizen or Green Card holder.

Candidates will meet many of the following qualifications:

• Advanced degree in a relevant quantitative field (statistics, computer science, applied mathematics, etc.).
• 2+ years of development experience in Python, including standard machine learning libraries.
• Experience with Natural Language Processing (NLP) and Large Language Models (LLMs).
• Experience with software development best practices.
• Experience with Linux.
• This is a remote position, but local candidates are preferred.