ML Engineer – Physiological Signal Analysis

3 weeks ago


Bengaluru, India CIPRA.ai Full time

Position OverviewWe are seeking a full‑time Machine Learning Engineer with strong expertise in signal processing and predictive modeling for physiological sensor data. The role focuses on developing and validating models using photoplethysmography (PPG) and related multimodal signals to derive meaningful health insights. The ideal candidate will be passionate about advancing healthcare technology and eager to build reliable, clinically relevant AI models that bridge wearable sensing and digital health applications.Key ResponsibilitiesDevelop, optimize, and evaluate ML models for physiological sensor data, focusing on extracting clinically meaningful insights from multimodal signals such as PPG, accelerometer, and ECG.Design preprocessing and feature-extraction pipelines for time-series data and implement signal-quality assessment techniques.Set up and operate hardware platforms for data collection; collaborate with clinicians and research partners to design and manage studies, ensuring high-quality data collection.Implement signal-quality assessment and noise-reduction techniques to enhance model robustness.Collaborate with data scientists and clinicians to interpret model outputs in a clinical context.Integrate ML pipelines into production systems (cloud or edge) and support model deployment.Conduct literature reviews in biomedical signal processing and machine learning for health applications.Contribute to research documentation, publications, and regulatory validation processes.QualificationsBachelor’s, Master’s, or Ph.D. in Computer Science, Biomedical Engineering, Electrical Engineering, or a related field.Strong foundation in machine learning, signal processing, and time-series modeling.Experience working with physiological or wearable sensor data (e.g., PPG, ECG, accelerometer), including data preprocessing and feature engineering.Hands-on experience with sensors or wearable devices, including calibration, data acquisition, and troubleshooting.Proficiency in Python and ML frameworks such as PyTorch; familiarity with cloud platforms (e.g., AWS) is a plus.Prior exposure to healthcare or wearable-sensor applications is highly desirable.Excellent analytical, communication, and problem-solving skills.Self-driven and comfortable taking ownership of projects; ability to work collaboratively across India‑based and global teams.About Us:CIPRA.ai is an emerging startup in the digital health sector, specializing in innovative solutions for chronic disease management, including hypertension and diabetes. Our mission is to provide personalized and proactive healthcare that integrates key lifestyle factors for managing chronic conditions. We develop cloud-based AI platforms and wearable technologies designed for efficient patient engagement and superior healthcare outcomes.Our technology has been validated through multiple clinical trials at leading institutions over the past six years, and we have established partnerships and commercial rollouts with health systems in the United States and around the world.



  • Bengaluru, India CIPRA.ai Full time

    Position Overview We are seeking a full‑time Machine Learning Engineer with strong expertise in signal processing and predictive modeling for physiological sensor data. The role focuses on developing and validating models using photoplethysmography (PPG) and related multimodal signals to derive meaningful health insights. The ideal candidate will be...


  • Bengaluru, India CIPRA.ai Full time

    Position Overview We are seeking a full‑time Machine Learning Engineer with strong expertise in signal processing and predictive modeling for physiological sensor data. The role focuses on developing and validating models using photoplethysmography (PPG) and related multimodal signals to derive meaningful health insights. The ideal candidate will be...


  • Bengaluru, India CIPRA.ai Full time

    Position Overview We are seeking a full‑time Machine Learning Engineer with strong expertise in signal processing and predictive modeling for physiological sensor data. The role focuses on developing and validating models using photoplethysmography (PPG) and related multimodal signals to derive meaningful health insights. The ideal candidate will be...

  • ML Engineer

    3 weeks ago


    Bengaluru, India CIPRA.ai Full time

    Position Overview We are seeking a full‑time Machine Learning Engineer with strong expertise in signal processing and predictive modeling for physiological sensor data. The role focuses on developing and validating models using photoplethysmography (PPG) and related multimodal signals to derive meaningful health insights. The ideal candidate will be...


  • Bengaluru, India Yura Full time

    About YURAYURA is a medical device startup on a mission to make clinical-grade stress management accessible through wearable technology. We're developing a wearable patch for chronic stress management and mental well-being using biofeedback therapy.Here's what makes us different: Unlike rigid electronics for sensing, we use smart textiles for physiological...


  • Bengaluru, India Yura Full time

    About YURA YURA is a medical device startup on a mission to make clinical-grade stress management accessible through wearable technology. We're developing a wearable patch for chronic stress management and mental well-being using biofeedback therapy. Here's what makes us different: Unlike rigid electronics for sensing, we use smart textiles for physiological...


  • Greater Bengaluru Area, IN Yura Full time

    About YURAYURA is a medical device startup on a mission to make clinical-grade stress management accessible through wearable technology. We're developing a wearable patch for chronic stress management and mental well-being using biofeedback therapy.Here's what makes us different: Unlike rigid electronics for sensing, we use smart textiles for physiological...


  • Greater Bengaluru Area, India Yura Full time

    About YURAYURA is a medical device startup on a mission to make clinical-grade stress management accessible through wearable technology. We're developing a wearable patch for chronic stress management and mental well-being using biofeedback therapy.Here's what makes us different: Unlike rigid electronics for sensing, we use smart textiles for physiological...


  • Bengaluru, Karnataka, India Multi Recruit Full time ₹ 20,00,000 - ₹ 25,00,000 per year

    We are looking for a passionate and skilled Signal Processing & Machine Learning expert. An engineer is needed to join our R&D team in Pune, Maharashtra. The selected candidate will be responsible for designing advanced signal processing algorithms, applying machine learning techniques for time-series data, and deploying robust, real-time solutions across...

  • Senior Data Scientist

    12 hours ago


    Bengaluru, Karnataka, India Talentoj Full time

    Design and implement pre-processing pipelines for signal and time series data.● Build algorithms/models for heart rate, respiration rate, movement detection, andsleep stage estimation.● Develop robust algorithms for real-world noisy environments and validate them againstreference datasets● Conduct feature engineering for sleep-related ML models...