Senior Algorithms Engineer
EkoAI-powered Medical company
Emeryville, United StatesSenior
ARTIS Ventures
Highland Capital Partners
NTTVC
Questa Capital
DigiTx Partners
Double Point Ventures
Data & AI
About the role
TL;DR
Develop and validate signal processing algorithms for cardiac and pulmonary sounds.
- •Design, develop, and validate signal processing algorithms for cardiac and pulmonary sounds.
- •Key Responsibilities Design, develop, and validate signal processing algorithms for cardiac and pulmonary sounds.
- •Architect and deploy on-device machine learning models targeting resource-constrained microcontrollers.
- •Own the full algorithm lifecycle: from clinical requirements and dataset curation through model training, embedded deployment, and post-market performance monitoring.
- •Collaborate closely with firmware engineers to integrate algorithm pipelines into real-time embedded systems.
- •Partner with clinical and data science teams to define ground-truth labeling strategies, evaluate model performance on clinically relevant populations, and translate findings into algorithm improvements.
- •Requirements 7+ years of experience developing and deploying signal processing algorithms in production systems.
- •Strong theoretical foundation in DSP: filter design (FIR/IIR), spectral analysis and time-frequency methods (e.g.
- •Hands-on experience training and deploying ML/DL models (CNNs, RNNs, transformers) for time-series or audio classification tasks.
- •Proven ability to optimize and deploy models to embedded targets
- •familiarity with TFLM or equivalent embedded inference frameworks.
- •Proficiency in Python (NumPy, SciPy, PyTorch or TensorFlow) for algorithm development and data analysis.
Required skills
PythonC++TensorFlowNumPy
Domain expertise
healthcare
Benefits & perks
Generous paid-time off, Stock incentive plans, Medical/Dental/Vision, Disability + Life Insurance, One Medical membership, Parental Leave, 401k Matching, Learning and Development stipend
Tech stack
PythonC++TensorFlowNumPy