Full-Time

AI Research Engineer

Updated on 11/18/2024

Picnic Health

Picnic Health

201-500 employees

Digitizes and organizes patient medical records

Biotechnology
Healthcare

Compensation Overview

$180k - $220kAnnually

+ Equity + Medical Benefits + Dental Benefits + Vision Benefits

Senior

San Francisco, CA, USA + 1 more

More locations: Remote in USA

Hybrid setup available for Bay Area team members.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Kubernetes
Python
Pytorch
Terraform
Requirements
  • Have a Ph.D. degree in Computer Science or related technical field
  • Have published research in the domain of LLMs
  • Are deeply motivated by the potential to improve healthcare by capitalizing on the advances of LLMs
  • Have hands-on experience building models in pytorch
  • Display a solid understanding of the latest AI/ML research trends and techniques, coupled with a commitment to continual learning and professional growth in these areas.
  • Have 5 years of prior experience writing production code in python
  • Have hands-on experience building RAG applications
  • Have experience deploying ML models in the cloud
  • Are comfortable getting your hands dirty with cloud deployments using terraform, kubernetes, etc
  • Care deeply about well-architected systems
  • Are deeply motivated by the potential to improve healthcare by capitalizing on the advances of LLMs
Responsibilities
  • Propel the performance of our LLM, specifically tailored for medical records, through cutting edge research and development initiatives
  • Develop advanced methods for understanding and evaluating the capabilities and limitations of our LLM
  • Survey and incorporate recent advances in AI/ML research into our set of core capabilities
  • Share insights and breakthroughs through academic publications, blog posts, and other mediums, showcasing the innovative work conducted by our team
  • Help expand a world-class AI team by attracting, interviewing, and onboarding future team members during this exciting time of growth

PicnicHealth focuses on managing digital health records and supporting medical research. The company collects and digitizes patients' medical records, organizing them into a user-friendly timeline that helps individuals track their health history and share it with healthcare providers. Additionally, users can choose to contribute their anonymized medical data to research initiatives, aiding in the advancement of medical science. Unlike many competitors, PicnicHealth combines personal health management with contributions to research, creating a dual benefit for users and the medical community. The goal is to empower patients in managing their health while facilitating breakthroughs in medicine through data sharing.

Company Stage

Series C

Total Funding

$104.1M

Headquarters

San Francisco, California

Founded

2014

Growth & Insights
Headcount

6 month growth

-1%

1 year growth

-2%

2 year growth

4%
Simplify Jobs

Simplify's Take

What believers are saying

  • Recognition by Newsweek and MedTech Breakthrough as a top health technology company underscores PicnicHealth's industry leadership and innovation.
  • The launch of the Pulse product and AI-driven study portal demonstrates PicnicHealth's commitment to advancing observational research and improving patient outcomes.
  • Strategic partnerships with leading researchers and life sciences companies enhance PicnicHealth's ability to contribute to significant medical breakthroughs.

What critics are saying

  • The competitive landscape of digital health records and medical research is intense, requiring continuous innovation to maintain a competitive edge.
  • Dependence on user subscription fees and research partnerships may pose financial risks if either revenue stream faces challenges.

What makes Picnic Health unique

  • PicnicHealth uniquely combines personal health management with medical research, offering a dual service that benefits both individual patients and the broader medical community.
  • Their AI-driven platform simplifies observational research by directly consenting patients and rapidly accessing their comprehensive medical records, setting them apart from traditional research models.
  • The company's focus on data encryption and patient privacy ensures a high level of trust and security, which is crucial in the healthcare technology sector.

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