About Nestmed

Nestmed is redefining home care with AI-driven technology that helps clinicians work more efficiently and provide better patient care. Our field solution handles scribing, scheduling, and documentation in the background, offering real-time clinical support so clinicians can stay focused on their patients—not paperwork.

Every day, thousands of nurses and physical therapists use Nestmed to streamline their workflows, save time, and enhance patient outcomes. In just one year, we’ve become the preferred AI partner for the largest home care EMRs in the U.S., helping shape the future of home healthcare.

Backed by top investors—including SciFi VC (Max Levchin, PayPal co-founder) and Mischief Capital (Plaid founder)—our team includes Stanford and YC alumni, alongside industry veterans dedicated to transforming home care delivery.

About The Role

As an AI Engineer at Nestmed, you will play a key role in integrating and fine-tuning AI models across our platform, from audio transcription to real-time model inference. Your work will involve developing scalable data pipelines, refining AI models using expert feedback, and designing workflows that enhance clinician efficiency.

This is a high-impact role where you’ll work closely with our platform and clinical teams to ensure our AI solutions are accurate, reliable, and aligned with real-world use cases.

What You’ll Do

Develop and integrate AI solutions using retrieval-augmented generation and inference techniques.
Design and optimize backend workflows for audio transcription, document processing, and real-time model inference.
Build scalable data pipelines to transform unstructured data into high-quality datasets for model training.
Collaborate with clinical experts to create labeling frameworks that enhance model accuracy and usability.
Fine-tune and deploy open-source large language models (LLMs) to support our inference engine.
Implement continuous evaluation and improvement cycles to ensure AI models meet high standards for quality, reliability, and efficiency.

Who You Are

Experienced in AI/ML development with a strong background in deep learning, NLP, or similar areas.
Proficient in Python and relevant ML frameworks (e.g., PyTorch, TensorFlow).
Comfortable working with large datasets and building robust data pipelines.
Familiar with model evaluation techniques and best practices for improving AI accuracy and efficiency.
Excited about working in a fast-paced startup environment where you can take ownership and drive meaningful impact.
Located in San Francisco and enthusiastic about working in-person to help build a strong, collaborative team culture.

Why Join Nestmed?

Make a real impact – Your work will directly improve the lives of clinicians and patients in the home care industry.
Own big projects – We empower our engineers with autonomy and the ability to drive key technical decisions.
Work with top talent – Join a team of experienced professionals passionate about AI and healthcare innovation.
Be part of a fast-growing startup – We’re well-funded and rapidly scaling, providing exciting opportunities for growth and leadership.
Enjoy in-person collaboration – We believe in the power of working together in our beautiful San Francisco office.

If you’re passionate about building high-impact products that solve real-world problems, we’d love to hear from you. Apply today!

Compensation Range: $170K - $250K

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