10 Aug
|
R Systems
|
Noida
Senior Data Scientist
Location: Greater Noida, Uttar Pradesh, India
Experience: 7+ Years
Key Requirements
- 7+ years of experience in Data Science/Machine Learning.
- Hands-on experience in PPG/physiological signal processing.
- Experience working with large PPG datasets from wearable or medical devices.
- Robust experience in ML/DL model development using biomedical waveform data.
- Proficiency in Python, NumPy, Pandas, and SciPy.
- Experience with regression models, deep learning, and AWS Lambda.
- Knowledge of model evaluation metrics (ROC-AUC, Precision, Recall, F1, Sensitivity, Specificity).
- Experience with Docker, Kubernetes, AWS, Git, CI/CD, and MLOps.
Key Responsibilities
- Develop and optimize AI/ML models for PPG signal analysis.
- Build signal preprocessing pipelines (noise reduction, motion artifact removal, baseline correction, normalization).
- Perform feature engineering and extract time, frequency, and morphological features from PPG signals.
- Train, validate, and optimize ML/DL models.
- Build scalable data pipelines for physiological sensor data.
- Evaluate models using clinical datasets and optimize them for edge devices and wearables.
Mandatory Skills Data Science, PPG Signal Processing, Regression Models, Deep Learning, Python, NumPy, Pandas, SciPy, AWS Lambda.
📌 Senior Data Scientist (Noida)
🏢 R Systems
📍 Noida