Vision Systems Architect

Luxoft

Deutschland

Remote

EUR 120,000 - 190,000

Full time

10 days ago

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Job summary

Luxoft is seeking a senior imaging/vision architect to own end-to-end vision systems for consumer devices. You will drive ISP/CV/ML integration, define, optimize, and deploy scalable solutions across product lines.

You will mentor engineers, set architecture governance, and collaborate with hardware, Android/Linux platform teams to deliver production-ready imaging pipelines and AI capabilities.

Qualifications

  • Bachelor's or Master's in Computer Science, Electrical Engineering, or related field.
  • 10-15+ years of imaging/vision/perception experience.
  • Proven track record shipping consumer products with vision/AI.
  • Strong understanding of imaging pipeline and embedded systems.
  • Expert-level C++ and system optimization knowledge.

Responsibilities

  • Define and own end-to-end vision system architecture (sensor → ISP → CV/ML → application layer).
  • Translate product and UX requirements into scalable technical solutions.
  • Define image quality strategy aligned with AI and user experience goals.
  • Architect reusable, modular CV/ML frameworks across multiple product SKUs.
  • Drive system-level trade-offs across performance, power, cost, and thermal limits.
  • Define AI model lifecycle strategy from training to OTA deployment.
  • Architect heterogeneous compute utilization (CPU/GPU/NPU/DSP).
  • Define system KPIs: latency, FPS, power, memory, boot time, and robustness.
  • Lead technology selection for inference engines, frameworks, and hardware platforms.
  • Guide SoC bring-up and performance validation for vision pipelines.
  • Establish coding standards, modularization strategy, and long-term maintainability.
  • Identify technical risks early and define mitigation strategies.
  • Collaborate with hardware, ISP, Android/Linux platform, and product teams.
  • Mentor senior engineers and provide architectural governance.
  • Contribute to long-term vision/AI roadmap across product generations.

Skills

Imaging/vision systems
C++ and system optimization
CV/ML system integration
Embedded system architecture
SoC/Hardware platform knowledge
Cross-functional leadership
Imaging pipeline knowledge
Architecture governance
KPIs definition/validation
OTA updates experience

Education

Bachelor's or Master's in CS/EE (PhD preferred)

Job description

Project description

Owns the end-to-end vision and AI architecture for consumer devices. Defines scalable, power-efficient, and production-ready imaging and perception systems across product lines. Drives technical direction across sensor, ISP, CV, ML, and platform integration.

Responsibilities
  • Define and own end-to-end vision system architecture (sensor → ISP → CV/ML → application layer).
  • Translate product and UX requirements into scalable technical solutions.
  • Define image quality strategy aligned with AI and user experience goals.
  • Architect reusable, modular CV/ML frameworks across multiple product SKUs.
  • Drive system-level trade-offs across performance, power, cost, and thermal limits.
  • Define AI model lifecycle strategy from training to OTA deployment.
  • Architect heterogeneous compute utilization (CPU/GPU/NPU/DSP).
  • Define system KPIs: latency, FPS, power, memory, boot time, and robustness.
  • Lead technology selection for inference engines, frameworks, and hardware platforms.
  • Guide SoC bring-up and performance validation for vision pipelines.
  • Establish coding standards, modularization strategy, and long-term maintainability.
  • Identify technical risks early and define mitigation strategies.
  • Collaborate with hardware, ISP, Android/Linux platform, and product teams.
  • Mentor senior engineers and provide architectural governance.
  • Contribute to long-term vision/AI roadmap across product generations.
SKILLS
Must have
  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field (PhD preferred).
  • 10-15+ years of experience in imaging/vision/perception systems.
  • Proven experience architecting and shipping multiple consumer products with vision/AI.
  • Deep understanding of imaging pipeline (sensor behavior, ISP, tuning impact).
  • Strong embedded system architecture experience.
  • Expert-level C++ and system-level optimization knowledge.
  • Strong expertise in CV and ML system integration.
  • Experience deploying optimized ML models on consumer SoCs.
  • Experience with heterogeneous compute architectures.
  • Experience defining system-level KPIs and validation strategies.
  • Strong cross-functional leadership and communication skills.
Nice to have
  • Experience with computational photography pipelines.
  • Experience in AR/VR or advanced camera features.
  • Experience with silicon bring-up and HW/SW co-design.
  • Experience with large-scale model deployment and OTA updates.
  • Experience in multi-camera or depth-sensing systems.
  • Contributions to patents or technical publications.
  • Experience leading architecture across multiple product generations.
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