Full-Time

Senior Data Scientist

Confirmed live in the last 24 hours

OM1

OM1

51-200 employees

Healthcare technology for data analytics and outcomes

Data & Analytics
AI & Machine Learning
Healthcare

Senior

Remote in USA

Category
Data Science
Data & Analytics
Required Skills
Python
Data Science
Tensorflow
Pytorch
SQL
Pandas
Natural Language Processing (NLP)
LangChain
NumPy
Data Analysis
Requirements
  • Master’s degree in a quantitative or analytical discipline (e.g., Computer Science, Data Science, Statistics, Mathematics, etc) with at least 5 years of relevant experience; OR
  • Ph.D. in a related discipline with at least 3 years of relevant experience.
  • Strong background in deep learning, machine learning, natural language processing
  • Hands-on experience coding in Python and proficiency in packages such as pytorch, tensorflow, langchain, llama-index, scikit-learn, numpy, scipy, pandas, matplotlib etc.
  • Experience working with large datasets using SQL
  • Familiarity with both open-source and proprietary generative AI models (e.g., prompt engineering, fine tuning, retrieval-augmented generation).
Responsibilities
  • Develop innovative AI solutions for healthcare applications, leveraging multimodal datasets.
  • Develop foundation models using state-of-art architectures, algorithms and technology from the AI community.
  • Derive performance metrics and communicate them to stake-holders.
  • Generate evidence to highlight the clinical relevance and value of AI solutions.
  • Collaborate with cross-functional teams in a supportive and knowledge-sharing environment.
  • Lead and manage independent projects, ensuring timely delivery and high-quality outcomes.
  • Efficiently handle and process large, complex datasets.

OM1 focuses on enhancing patient outcomes in healthcare through data analytics and artificial intelligence. The company specializes in chronic diseases, utilizing real-world data (RWD) collected from sources like electronic health records and insurance claims. This data is analyzed to produce real-world evidence (RWE), which informs how treatments work in everyday settings. One of OM1's main products is Aspen, an automated platform that predicts patient outcomes and aids healthcare decision-making. OM1 distinguishes itself by using AI to identify patients with specific conditions and forecast treatment results, allowing for more tailored care. The company's goal is to improve patient outcomes and support the development of new treatments by providing actionable insights to healthcare providers and pharmaceutical companies.

Company Stage

Late Stage VC

Total Funding

$167.6M

Headquarters

Boston, Massachusetts

Founded

2015

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

0%

2 year growth

2%
Simplify Jobs

Simplify's Take

What believers are saying

  • OM1's AI-driven PhenOM platform is key in personalized medicine.
  • OM1's new datasets expand real-world evidence in respiratory and ENT diseases.
  • OM1's Alzheimer's research reflects a trend towards AI for early detection.

What critics are saying

  • OM1's dataset expansion may challenge data privacy compliance.
  • OM1 faces competitive pressure from similar AI healthcare solutions.
  • New leadership may disrupt current operations or client relationships.

What makes OM1 unique

  • OM1 uses AI to identify patients with specific conditions for precise care.
  • OM1's Aspen platform predicts patient outcomes for better healthcare decisions.
  • OM1 combines multiple real-world data sources for deep clinical insights.

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