Senior Data Scientist

2 days 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, and

sleep stage estimation.

● Develop robust algorithms for real-world noisy environments and validate them against

reference datasets

● Conduct feature engineering for sleep-related ML models (time/frequency/wavelet

features).

● Collaborate with firmware and cloud teams to integrate algorithms into on-device and

cloud pipelines.

● Contribute to internal signal quality, scoring, and annotation tools.

You Have

● 4–5 years of experience in signal processing/data science/biomedical sensing.

● Solid foundation in digital signal processing (filters, FFT, IIR/FIR, wavelets).

● Experience with image models(CNN) and sequence/time series models

● Proficiency in Python (NumPy, SciPy, mne, neurokit2, pandas, matplotlib,

sckit-learn)

● Experience with sleep staging, physiological data analysis, or similar time-series

modeling.

● Comfort with real-world data: noise, motion artifacts, gaps, resampling, and validation.

● (Bonus) Experience with embedded signal processing, PyTorch/TF for physiological

ML, or on-device inference.



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