Full-Time

Senior AI / Machine Learning Engineer

Multiple Teams

Posted on 7/28/2025

Kouper Health

Kouper Health

11-50 employees

Post-discharge patient navigation and engagement platform

Compensation Overview

$160k - $175k/yr

San Francisco, CA, USA

Hybrid

Hybrid position requiring some in-office presence.

Category
AI & Machine Learning (1)
Required Skills
LLM
Microsoft Azure
Python
Tensorflow
Pytorch
Machine Learning
AWS
Google Cloud Platform
Requirements
  • 4+ years of experience in AI/ML engineering, with a focus on NLP, LLMs, and conversational AI.
  • Proficiency in Python, TensorFlow, PyTorch, and other ML frameworks.
  • Experience in startups or fast-paced environments, with a hands-on approach to problem-solving.
  • Proven track record of deploying AI models into production environments, ideally in healthcare or similarly regulated industries.
  • Expertise in fine-tuning LLMs, including prompt engineering, optimization, and integration into real-world applications.
  • Familiarity with cloud services (Azure, AWS, GCP), MLOps tools for scalable deployment, and open source LLM models.
  • Strong problem-solving skills, with an emphasis on translating complex requirements into effective solutions.
Responsibilities
  • Design, develop, and deploy machine learning models for conversational AI, focusing on SMS and voice-based interactions.
  • Lead the development of scalable pipelines for data ingestion, training, and real-time deployment, ensuring seamless integration into the existing tech stack.
  • Optimize and fine-tune language models using healthcare-specific datasets for enhanced accuracy and performance.
  • Collaborate with full-stack engineers to integrate conversational AI functionalities into the product.
  • Work on end-to-end deployment of models, including monitoring and evaluating performance, troubleshooting issues, and implementing improvements.
  • Stay current on the latest AI/ML techniques, frameworks, tools, and healthcare advancements to keep Kouper at the bleeding edge.
Desired Qualifications
  • Experience in healthcare or similar high-impact sectors.
  • Background in deploying AI-driven conversational agents.
  • Knowledge of HIPAA compliance and other healthcare data privacy standards.
  • Familiarity with speech recognition and generation technologies.

Kouper Health builds a health technology platform focused on post-discharge care, helping patients transition from hospital or urgent care back home. It uses SMS and phone calls to connect patients with care options, coordinate appointments, send reminders, and arrange transportation. The product works by automating and guiding communication between patients, healthcare providers, and payers to ensure patients follow care plans after discharge. Kouper Health differentiates itself by concentrating specifically on the transition-of-care period and by offering multi-channel outreach, appointment scheduling, and transportation coordination to streamline the process and reduce gaps in care. The company’s goal is to improve patient experience and health outcomes during the critical post-discharge phase and to lower hospital readmissions while increasing the efficiency of care delivery.

Company Size

11-50

Company Stage

Early VC

Total Funding

$10M

Headquarters

New York City, New York

Founded

2021

Simplify Jobs

Simplify's Take

What believers are saying

  • CMS 2025 bundled payments penalize readmissions, boosting Kouper's AI follow-up demand.
  • Voice AI pilots in 67% of health systems by 2025 favor Kouper's conversational tools.
  • CVS Health Ventures investment enables MinuteClinic post-visit coordination expansion.

What critics are saying

  • CarePort Health locks hospital contracts via EHR integrations within 6-12 months.
  • PostAcuteAI's Epic partnerships erode Kouper's deployment edge in 3-6 months.
  • VC funding drop forces Kouper shutdown before scaling in 18-24 months.

What makes Kouper Health unique

  • Kouper deploys AI-powered SMS and voice agents for post-discharge patient navigation.
  • Platform integrates transportation, scheduling, and reminders in four weeks.
  • Achieves 50% higher engagement and 60% better follow-up appointments at LifePoint.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Flexible Work Hours

Remote Work Options

401(k) Retirement Plan

401(k) Company Match

Professional Development Budget

Company Equity

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

18%

2 year growth

8%
Business Wire
May 9th, 2025
Kouper Emerges from Stealth with $10M in Funding to Transform Transitions of Care

Kouper, a health technology platform designed to transform transitions of care, today formally emerged from stealth with $10 million in funding from General ...

Just AI News
May 8th, 2025
AI Startup Kouper Raises $10M to Fix Hospital Discharges

Kouper raises $10M from General Catalyst, 25Madison, and CVS Health Ventures to improve hospital care transitions.

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