Let’s get started
By clicking ‘Next’, I agree to the Terms of Service
and Privacy Policy, and consent to receive emails from Rise
Jobs / Job page
Machine Learning Engineer – Wearable Health Algorithms image - Rise Careers
Job details

Machine Learning Engineer – Wearable Health Algorithms

all.health is at the forefront of revolutionizing healthcare for millions of patients worldwide. Combining more than 20 years of proprietary wearable technology with clinically relevant signals, all.health connects patients and physicians like never before with continuous, data-driven dialogue. This unique position of daily directed guidance stands to redefine primary care while helping people live happier, healthier, and longer.


Job Summary
  • We’re looking for a Machine Learning Engineer with a passion for developing impactful healthcare solutions using wearable data. You’ll play a key role in building real-time, FDA-compliant algorithms that analyze continuous physiological signals from wearables. This is a high-impact role with the opportunity to shape the future of digital health and help bring clinically validated, regulatory-ready ML solutions to market.

  • The successful candidate’s starting pay will be determined based on job-related skills, experience, qualifications, work location, and market conditions. These ranges may be modified in the future.


Responsibilities
  • Design and implement machine learning models for real-time analysis of wearable biosignal data (e.g., ECG, PPG, accelerometer).
  • Develop algorithms that meet clinical-grade performance standards for use in regulated environments.
  • Preprocess and manage large-scale, continuous time-series datasets from wearable sensors.Collaborate with clinical, product, and regulatory teams to ensure solutions align with FDA, SaMD, and GMLP requirements.Optimize algorithms for deployment on resource-constrained devices (e.g., edge, mobile, embedded systems).
  • Run thorough validation experiments including performance metrics like sensitivity, specificity, ROC-AUC, and precision-recall.
  • Contribute to technical documentation and regulatory submissions for medical-grade software.


Requirements/Qualifications:
  • MS or PhD in Machine Learning, Biomedical Engineering, Computer Science, or a related field.
  • 3–5+ years of experience applying machine learning to time-series or physiological data.
  • Strong foundation in signal processing and time-series modeling (e.g., deep learning, classical ML, anomaly detection).
  • Proficient in Python and ML frameworks such as PyTorch or TensorFlow.
  • Familiarity with FDA regulatory pathways for medical software (e.g., 510(k), De Novo), and standards like IEC 62304 or ISO 13485.
  • Experience with MLOps practices and model versioning in compliant environments.


Preferred Qualifications:
  • Experience building ML models with wearable data (e.g., continuous heart rate, motion, respiration).
  • Exposure to embedded AI or edge model deployment (e.g., TensorFlow Lite, Core ML, ONNX).
  • Knowledge of healthcare data privacy and security (e.g., HIPAA, GDPR).
  • Familiarity with GMLP (Good Machine Learning Practice) and clinical evaluation frameworks.


Similar Jobs
Photo of the Rise User
Fortra Hybrid United States
Posted 5 days ago

Fortra is looking for a senior data scientist to lead complex machine learning projects and innovate cybersecurity applications within a collaborative, fully remote team.

Photo of the Rise User
Posted 11 days ago

Drive supply chain innovation as a Data Engineer at Ingram Micro, leveraging data science and analytics to enhance global warehouse performance.

Photo of the Rise User
Jobgether Hybrid No location specified
Posted 12 days ago

SecurityScorecard is looking for a Senior Data Scientist passionate about leveraging AI and machine learning to enhance cybersecurity risk assessment and threat intelligence.

Photo of the Rise User
Apple Hybrid Cupertino, California, United States
Posted 5 days ago
Inclusive & Diverse
Diversity of Opinions
Work/Life Harmony
Dare to be Different
Reward & Recognition
Empathetic
Take Risks
Growth & Learning
Transparent & Candid
Mission Driven
Passion for Exploration
Feedback Forward
Medical Insurance
Dental Insurance
Vision Insurance
Mental Health Resources
Life insurance
Disability Insurance
Health Savings Account (HSA)
Flexible Spending Account (FSA)
Learning & Development
Paid Time-Off
Maternity Leave
Social Gatherings

Join Apple as an AI Data Scientist to develop advanced machine learning models and data solutions that power AI agents and enhance sales analytics tools.

Photo of the Rise User
Posted 8 days ago

Upstart seeks a Senior Research/Data Scientist for its Growth team to develop ML-driven marketing models and optimize borrower targeting in a remote-first environment.

Photo of the Rise User
Posted 11 days ago

Redhorse Corporation seeks a skilled Data Scientist to develop predictive maintenance models and support USAF sustainment initiatives in a collaborative, agile environment.

Posted 3 days ago

Corteva Agriscience is looking for a Senior Data Scientist – Product to lead the design and deployment of machine learning solutions that drive data-driven product innovation.

Photo of the Rise User
Posted 4 days ago

C3 AI is searching for a Data Scientist / Senior Data Scientist specialized in optimization to build advanced AI applications for critical federal clients.

TSYS Hybrid Atlanta, Georgia, USA
Posted 7 days ago

Lead Global Payments' worldwide data science and AI function as the Head of Data Science & AI, driving innovation and AI integration across their fintech ecosystem.

Photo of the Rise User
Atomic Hybrid No location specified
Posted 13 days ago

Lead the data science efforts of a cutting-edge, seed-funded AI startup at Atomic, focusing on LLM experimentation and data-driven product optimization.

DMV IT Service Hybrid No location specified
Posted 3 days ago

Seeking a Python-proficient Gen AI Developer to maintain and enhance data science models using SQL and managed ML platforms at DMV IT Service LLC.

Intellistack Hybrid Denver, CO
Posted 10 days ago

Innovative AI Intern opportunity at Intellistack to accelerate AI adoption and transformation within a dynamic tech environment.

Photo of the Rise User
Posted 13 hours ago

AbbVie seeks a Senior Data Scientist to spearhead analytics and predictive modeling enhancing patient access and operational outcomes in a hybrid work setting.

MATCH
VIEW MATCH
FUNDING
DEPARTMENTS
SENIORITY LEVEL REQUIREMENT
TEAM SIZE
EMPLOYMENT TYPE
Full-time, remote
DATE POSTED
April 22, 2025

Subscribe to Rise newsletter

Risa star 🔮 Hi, I'm Risa! Your AI
Career Copilot
Want to see a list of jobs tailored to
you, just ask me below!