Samsara
Sr. Image Quality Software Engineer
Vaga remota de Hardware Engineering com fit claro de localização do candidato.
PublicadaAdicionada recentemente
Países elegíveis1 país aceito
Sinal de senioridadeSenior
Modelo de trabalhoRemoto
Locais aceitos para candidatos
Taiwan
Resumo da vaga
Sr. Image Quality Software Engineer
Requisitos e responsabilidades
Conteúdo da vaga extraído em seções para revisão mais rápida.
Details
- ISP Tuning & Optimization: Assist the Lead Architect in tuning key ISP blocks (Auto Exposure, Noise Reduction, Sharpening, and Color Mapping) for both RGB and RGBIR sensors. Optimize Auto-Exposure (AE) weighting and shutter-speed priorities to minimize motion blur and "jello effect" during vehicle vibration.
- Stabilization & EIS Tuning: Actively tune Electronic Image Stabilization (EIS) and gyro-sensor integration to maintain video fluidity and frame-to-frame consistency under various road surface conditions.
- Automation Development: Develop Python/MATLAB scripts to extract objective metrics (MTF, SNR, Dynamic Range) from massive field-drive datasets.
- Tuning Toolchain Management: Build and maintain internal tools to visualize ISP parameter changes, ensuring that tuning "drops" are documented and version-controlled. Include visualization for stabilization performance and motion-vector consistency to ensure tuning "drops" are documented.
- Regression Analysis (Dynamic & Static): Own the "Version-to-Version" IQ database. Ensure that fixing a DMS issue doesn't accidentally degrade stabilization or license plate clarity during high-speed driving.
- Report Generation: Automate IQ report generation. Include "Vibration Robustness" scores in the summaries to provide the Lead Architect with a complete picture of performance in real-world driving.
- Manage: We bolster our internal development team with top JDM companies to design, validate, certify and manufacture quality products, certification labs and other external consultants.
- Champion and embed Samsara’s cultural principles (Focus on Customer Success, Build for the Long Term, Adopt a Growth Mindset, Be Inclusive, Win as a Team) as we scale globally and across new offices.
- 6+ years in Image Quality or ISP Tuning; comfortable with at least one major SoC tuning tool (e.g., Ambarella, Novatek, Sony, or Qualcomm).
- Motion & Stability Expertise: Hands-on experience tuning AE for motion-blur mitigation or EIS for video stabilization.
- Strong Programming: Proficiency in Python (OpenCV, NumPy) for image processing; specifically for temporal analysis and frame-to-frame metric extraction.
- CRA & Hardware Awareness: Understanding of how lens/sensor interactions and mechanical tolerances (lens-tilt/vibration) affect the tuning limits.
- Must have shipped automotive or high-end imaging products from "bring-up" to mass production.
- Proven record navigating tradeoffs between design, manufacturability, schedule, and cost.
- BS or MS degree in Electrical Engineering or related technical field.
- Ability to travel up to 25% when necessary.
- Strong ability to collaborate with cross-functional teams and drive independent work.
- Good written and verbal communication skills in English.
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