Principal Embedded Algorithms

1 week ago


London, Greater London, United Kingdom Biostream Full time £60,000 - £100,000 per year

Mission

Work within a team that owns the full path from raw on‑body signals (PPG/IMU) to validated vitals running on a constrained MCU. Prototype offline, then harden and deploy on‑device, shaping firmware and hardware choices to ship a reliable, low‑power wearable.

About

We're building a next‑generation wearable aimed at saving lives with embedded sensing and AI‑driven analytics. Small, focused team; high autonomy; fast decisions.

What you'll deliver in your first 90 days

  • Reproducible offline pipeline (Python/Matlab) for HR/RR/SpO₂ with motion handling; first pass at BP/PTT.
  • Data capture stack: synchronized PPG + IMU logs, simple labeling tools, ground‑truth protocols.
  • Firmware MVP on Cortex‑M/ESP32: sensor drivers, timestamping, buffering/streaming (BLE), low‑power plan.
  • Baseline report: signal quality, latency, and energy budget with a roadmap to on‑device vitals.

Responsibilities

  • Design & validate biomedical pipelines (PPG motion artifact reduction, baseline drift, sensor fusion with IMU).
  • Derive vitals (HR/RR/SpO₂) and explore BP via PTT; define calibration/quality metrics.
  • Architect embedded firmware: drivers, DMA, double‑buffering, storage/streaming, clock sync, power modes.
  • Prepare filters/models for TinyML / CMSIS‑DSP/NN; profile & optimize (fixed‑point where needed).
  • Guide hardware choices (AFE, LEDs/PDs, IMUs, antenna constraints); support bring‑up and lab validation.
  • Own data quality: capture protocols, ground‑truth pairing, QA dashboards, and acceptance criteria.

Must-have experience

  • 5–8+ yrs across biosignal processing (PPG) and embedded firmware on Cortex‑M/ESP32.
  • Shipped something that lived on a human body (medical/wellness/sports).
  • Proven motion artifact handling in the wild; calibration experience.
  • Strong Python + C/C++; comfort with profiling/optimization on MCU targets.
  • Lab chops: scopes, logic analyzers, PCB bring‑up, AFE tuning, RF basics.

Nice to have

Edge ML (TinyML, CMSIS‑NN, TFL‑M), OTA, BLE/GATT design, antenna tuning, small‑batch manufacturing test.

Engagements and benefits

  • Contract: 3‑month SOW with clear milestones; option to convert to full‑time.
  • Compensation: competitive day rate / salary + equity option on conversion.
  • Tools, dev kits, and lab access supplied as needed.
  • Remote (EU/UK) with reglar lab days in London.

How to apply

Send a short note with two shipped projects (links or brief) + CV/GitHub.

Include availability and preferred day rate.



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