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Full-Time

Principal Software Engineer-Natural Language Processing

Posted on 8/1/2023

Memora Health

Memora Health

51-200 employees

Intelligent care enablement platform for clinicians

Enterprise Software
Healthcare

Senior, Expert

Remote in USA

Category
Software Engineering
Required Skills
Kubernetes
Python
UI/UX Design
Tensorflow
Node.js
Docker
TypeScript
FastAPI
Natural Language Processing (NLP)
Flask
Django
Requirements
  • 10+ years experience in shipping enterprise-grade software products
  • Experience leading complex projects from start to finish and across multiple release cycles, including conceptualization, product integration, deployment, monitoring, and upgrade
  • Proficient in at least one ML framework (TensorFlow, PyTorch, etc)
  • Experience in building and deploying modern Deep Learning and NLP models into production
  • Ability to write readable and maintainable Python code
  • Experience with at least one Python web framework - Flask (preferred), Django, FastAPI
  • Ability to collaborate with Product Management to clarify requirements, scope work, and drive product deliverables
  • Excels in mentoring junior engineers
  • B.S., M.S., or Ph.D. in Computer Science or other quantitative fields or related work experience
Responsibilities
  • Enhance and evolve Memora's NLP product architecture and implementation, including our patient message understanding pipeline, data collection, and patient feedback processes
  • Work with a unique dataset of 100M+ patient interactions, structured conversations, and natural / unstructured data sources
  • Keep current with SOTA conversational AI models and emerging architectures for LLM applications
  • Help drive strategy and thought leadership across the company around conversational AI industry trends
  • Develop models to solve conversational AI problems within our pipeline and work with backend and TechOps engineers to integrate and deploy the models into production
  • Work closely with cross-functional teams to understand product pain points and identify, prioritize, and implement solutions
  • Work with product managers, UX designers, and full-stack engineers to build tools for data labeling, content maintenance, etc
  • Promote product development best practices, supportability, and code quality, both through leading by example and through mentoring other software engineers
Desired Qualifications
  • Experience with Node.js and TypeScript
  • Experience with Docker and Kubernetes
  • Experience in healthcare
  • Experience working at a startup

Memora Health provides a platform that helps healthcare professionals manage patient care more effectively. The platform automates and digitizes clinical workflows, allowing care teams to focus on their most important tasks. It works by triaging patient-reported concerns and data, directing them to the right team members for timely responses. This service is offered through a subscription model to health systems, health plans, and digital health companies, which helps them enhance patient engagement and simplify complex care processes. Memora Health stands out from competitors by emphasizing proactive communication and support, making healthcare more accessible and responsive to patient needs.

Company Stage

N/A

Total Funding

$82.8M

Headquarters

San Francisco, California

Founded

2017

Growth & Insights
Headcount

6 month growth

-17%

1 year growth

-19%

2 year growth

-7%
Simplify Jobs

Simplify's Take

What believers are saying

  • The addition of experienced leaders like Divya Bhat and Herman Ng positions Memora Health for accelerated growth and innovation.
  • Recognition on prestigious lists like CB Insights' Digital Health 50 and Digital Health New York 100 underscores Memora's industry leadership and potential for continued success.
  • Partnerships with leading health systems enable Memora to expand its reach and impact, improving care delivery for a larger patient population.

What critics are saying

  • The competitive landscape in digital health is intense, requiring Memora to continuously innovate to maintain its edge.
  • Dependence on AI-driven solutions may pose challenges if there are technological failures or limitations in AI capabilities.

What makes Memora Health unique

  • Memora Health's intelligent care enablement platform leverages AI to automate routine tasks and guide patients through complex care journeys, setting it apart from traditional healthcare solutions.
  • The company's focus on evidence-based care programs and conversational AI ensures high-quality, personalized patient support, distinguishing it from competitors who may not offer such tailored solutions.
  • Strategic partnerships with major health systems like Intermountain Health and Eisenhower Health highlight Memora's ability to scale and integrate its technology across diverse clinical areas.

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Benefits

Remote work option

401(k)

Unlimited PTO

Parental leave

Medical, dental, & vision coverage

In person team meetups & events

INACTIVE