AI/ML Applied Scientist I

Infinia ML; Durham (NC); Remote; USD 80,000 - 120,000; Full time

Job summary

An innovative AI company is on the lookout for an AI/ML Applied Scientist I to join their dynamic team. This role offers the chance to work on cutting-edge machine learning algorithms and LLM workflows, specifically aimed at enhancing document understanding and generation in the healthcare sector. The ideal candidate will be self-motivated, eager to learn, and capable of tackling real-world challenges. This remote position promises a collaborative environment where your contributions can significantly impact the automation of workflows in healthcare. If you're passionate about AI and eager to make a difference, this opportunity is perfect for you.

Qualifications

• Experience in machine learning and data science is essential.
• Ability to develop and prototype solutions efficiently.

Responsibilities

• Develop machine learning algorithms for document understanding.
• Collaborate with teams on developing use-case-specific solutions.

Skills

Machine Learning

Data Science

Data Engineering

Computational Software Development

Natural Language Processing (NLP)

Collaboration

Education

Advanced degree in a quantitative field

Tools

Python

Machine Learning Libraries

Linux

Job description

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 with a desire 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 and generation. We're searching for individuals who thrive on tackling real-world problems and relish the flexibility and adaptability of our work environment.

Typical activities will include:

1. Developing machine learning algorithms and LLM workflows for document understanding and generation
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:

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

Preferred candidates will meet many of the following qualifications:

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