Simplify Logo

Full-Time

Applied Machine Learning Engineer

All levels

Confirmed live in the last 24 hours

Pomelo Care

Pomelo Care

51-200 employees

Virtual maternity care and 24/7 support

Hardware
AI & Machine Learning
Biotechnology
Healthcare

Compensation Overview

$135k - $230kAnnually

+ Equity Compensation

Mid

Remote in USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Requirements
  • At least two years of end-to-end experience of training, evaluating, testing and deploying machine learning in production environments
  • Experience building data pipelines leveraging data from many sources as well as designing database schemas.
  • Proven ability to extract and articulate valuable insights when data is difficult to model, e.g. sparse features or uncertain outcomes.
  • Strong communication skills with the ability to explain complex ML concepts to both technical and non-technical audiences.
Responsibilities
  • Create predictive models to identify patients most likely to benefit from proactive outreach.
  • Develop models to detect and categorize urgent or important patient messages, improving response times.
  • Build risk prediction models to identify potential health complications early, guiding personalized care.
  • Implement retrieval augmented generation (RAG) to query and extract insights from FHIR records and patient charts.

Pomelo Care offers a virtual maternity care program providing 24/7 pregnancy and newborn support through text, phone, or video, utilizing technology to deliver evidence-based, personalized care to improve outcomes for families. The program utilizes technology to provide personalized care and improve outcomes for families.

Company Stage

Series A

Total Funding

$41M

Headquarters

New York City, New York

Founded

2021

Growth & Insights
Headcount

6 month growth

5%

1 year growth

5%

2 year growth

5%
Simplify Jobs

Simplify's Take

What believers are saying

  • The $46M Series B funding will accelerate partnerships with payors, expanding their reach and impact.
  • Pomelo Care's focus on virtual care aligns with the growing trend towards telehealth, offering flexibility and convenience for patients.
  • The addition of experienced board members from Andreessen Horowitz and First Round Capital can provide strategic guidance and industry connections.

What critics are saying

  • The niche focus on maternal and newborn health may limit market size and growth potential.
  • Dependence on partnerships with payors and employers could pose risks if these relationships falter.

What makes Pomelo Care unique

  • Pomelo Care focuses exclusively on maternal and newborn health, a niche yet critical area in the healthcare sector.
  • Their value-based care model aligns incentives with health outcomes, differentiating them from traditional fee-for-service models.
  • Strong backing from prominent investors like Andreessen Horowitz and First Round Capital provides significant financial stability and credibility.