Qventus, Inc · 2 days ago

Senior Data Scientist

Little Ferry, NJ

Full-time

Onsite

Senior Level

$170K/yr - $190K/yr

3+ years exp

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AnalyticsArtificial Intelligence (AI)

Growth Opportunities

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Responsibilities

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

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

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

Create tools and resources to enhance transparency in Data Science technical architecture and foster collaboration with engineering and analytics partners.

Qualification

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Statistical AnalysisMachine LearningNatural Language ProcessingPythonData EngineeringData CleaningData PipelinesProduction ML PipelinesSagemakerSoftware DevelopmentCode QualityArchitecture DesignProblem-SolvingCommunicationTeamworkGenerative AIFeature designAlgorithm developmentHealthcare domain knowledgeHealthcare data analysisHands-on experienceDedication to mentorshipCollaborative teamwork communication

Required

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

Preferred

Dedication to mentorship and growing strong collaborative data science teams

Experience working with productionalized Generative AI (ChatGPT etc.)

Proven ability to work with domain experts to design relevant features and design, develop and tailor algorithmic solutions to problems in healthcare, particularly in the hospital setting

Strong cross-functional communication with technical and non-technical partners

Experience with healthcare data and industry

Practical hands-on experience with

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