Senior Signal Processing Engineer

5 years

0 Lacs

Posted:1 week ago| Platform: Linkedin logo

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Work Mode

Remote

Job Type

Contractual

Job Description

Job Title: Senior Signal Processing Engineer

Experience: 5+ years

Contract duration: 3-6 Months

Shift timings: Vietnam business hours (9:00 AM – 6:00 PM)


Job Summary


We are seeking a Senior Signal Processing Engineer to own the end-to-end design and optimization of smartphone-video-derived physiological signals and associated digital biomarkers. This role focuses on robust signal extraction under real-world conditions, advanced artifact suppression, and clinically interpretable feature engineering suitable for consumer-grade capture.


Key Responsibilities


  • Design, implement, and continuously improve rPPG and TOI pipelines using RGB and IR video, including motion and illumination compensation.
  • Develop multi-stage preprocessing, denoising, and signal quality scoring frameworks (e.g., adaptive filtering, ICA/PCA variants, color-space transformations, skin ROI stabilization, and confidence metrics).
  • Build cross-device normalization strategies and error-bounded estimators to ensure consistency across hardware and environments.
  • Define biomarker-level acceptance criteria, quality thresholds, and failure modes for consumer-grade physiological signal capture.
  • Partner closely with iOS and Machine Learning teams to integrate algorithms into on-device or hybrid processing pipelines.
  • Produce clear, rigorous technical documentation to support regulatory-risk positioning and Apple App Review requirements.


Expected Deliverables


  • Comprehensive benchmark reports across device models, skin tones, lighting conditions, and motion scenarios.
  • Biomarker feature specification sheets, including recommended thresholds and confidence bands.
  • A/B evaluation results demonstrating improvements in signal stability, missingness, and downstream inference performance.


Required Skills and Experience


  • 5+ years of experience in physiological signal processing, computational biomedical engineering, or a closely related field.
  • Deep expertise in rPPG, TOI, heart rate (HR), heart rate variability (HRV) estimation, and artifact mitigation techniques.
  • Strong proficiency in Python and at least one real-time or low-level runtime environment (e.g., C++, Swift, Metal, or equivalent).
  • Proven experience validating algorithms against ground-truth references and conducting rigorous performance evaluation.


Nice to Have


  • Experience with camera-based blood pressure–adjacent proxies, stress or ANS metrics, or multimodal signal fusion.
  • Publications or commercial experience in consumer-grade biosensing technologies.
  • Familiarity with building and defending “wellness-grade” claims frameworks.

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