AI Engineer, Healthcare

Revolutionizing care transitions by bridging communication gaps between hospital discharge and post-acute care through a comprehensive platform.
$160,000 - $180,000
Machine Learning
Mid-Level Software Engineer
Remote
3+ years of experience
Healthcare · AI

Description For AI Engineer, Healthcare

Cascala Health is seeking an AI Engineer to join their mission of revolutionizing healthcare transitions. This role focuses on integrating and fine-tuning AI/ML models to extract, transform, and structure clinical data from various sources, particularly PDFs generated from EMR/EHR systems. The position is crucial in converting complex clinical data into actionable insights for healthcare providers in transitional care management.

The ideal candidate will have 3+ years of experience in AI/ML integration, with strong expertise in Python, NLP, and LLM technologies. They will be responsible for integrating pre-trained AI models, developing data transformation workflows, managing API integrations with major AI providers, and ensuring HIPAA compliance throughout all processes.

Key technical requirements include proficiency in Python, experience with AI/ML services (OpenAI, Anthropic, AWS SageMaker, Google Gemini), and familiarity with healthcare data standards (HL7, FHIR). The role offers a competitive salary range of $160,000-$180,000 and remote work opportunities.

This position offers an exciting opportunity to work at the intersection of AI and healthcare, making a real impact on patient care outcomes. The successful candidate will join a forward-thinking team focused on solving complex healthcare data challenges using cutting-edge AI technologies. They will play a vital role in improving healthcare delivery by ensuring seamless data flow between hospital discharge and post-acute care settings.

The role combines technical expertise with healthcare domain knowledge, offering a unique opportunity to work on meaningful problems while advancing the use of AI in healthcare. The position requires both technical excellence and an understanding of healthcare regulations, making it ideal for someone passionate about both technology and healthcare improvement.

Last updated 18 hours ago

Responsibilities For AI Engineer, Healthcare

  • Integrate pre-trained AI models including NLP and LLMs into the platform
  • Develop workflows to transform extracted data into structured formats
  • Work with third-party AI model providers for smooth integration
  • Craft and optimize prompts for LLMs
  • Ensure performance optimization for accuracy, speed, and scalability
  • Ensure HIPAA compliance and security of patient data
  • Collaborate with Application Engineers for backend integration
  • Set up monitoring systems and troubleshoot production issues

Requirements For AI Engineer, Healthcare

Python
PostgreSQL
  • 3+ years of experience in AI/ML integration
  • Proficiency in Python (or JS) and experience with AI/ML services
  • Experience with NLP and LLM integration
  • Familiarity with OCR technologies
  • Knowledge of healthcare data standards (HL7, FHIR)
  • Understanding of HIPAA compliance
  • Bachelor's degree in Computer Science, Data Science, Biomedical Informatics, or related field
  • Experience working with APIs for AI/ML services

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