Qventus

Senior Data Scientist

Job Description

Posted on: 
July 11, 2024

We are looking for a Senior Data Scientist to join our innovative and dynamic team. The ideal candidate will have a strong background in data science, machine learning, and statistical analysis, with the ability to apply these skills to solve complex healthcare problems. You will work closely with cross-functional teams to develop and deploy advanced models that drive key decision-making processes.

Responsibilities

Solve operational challenges in healthcare through the development, operationalization, and tuning of impactful models developed thoughtfully using a variety of machine learning, mathematical, and statistical approaches.

Collaborate with Product and Clinical partners to investigate, assess, and deploy POC solutions in strategic business areas

Design comprehensive experiments and analytics to measure the net impact of our interventions in healthcare settings

Create tools and resources to improve transparency in Data Science technical architecture and increase collaboration with engineering and analytics partners

Job Requirements

3+ years of research experience using a wide variety of statistical and machine learning techniques - particularly in NLP, explainable ML

2+ years of relative industry experience developing, launching, and iterating on machine learning models and/or developing the core data science platform

Expertise with Python including an expansive of available data science libraries and util

Hands-on data engineering experience manipulating data sets, data cleaning, and pipelines.

Hands-on experience building and maintaining production machine learning pipelines (experience with Sagemaker preferred)

Strong software development foundations - dedication to high code quality, stable architecture, and an eye toward maintainability

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