20 meilleures offres (python /python software engineer) (à pourvoir)

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Computer Vision Engineer, FPGA

Lucid Vision Labs, Inc.
Burnaby, BC

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Détails du poste

Permanent | Temps plein
À partir de 120 000 $ par an
Il y a 23 heures

Profil recherché

MATLAB
Doctorat
Informatique
Traitement de signaux
FPGA
Ingénierie
Microprogramme
Maîtrise
Verilog
Conception d'algorithmes
Génie informatique
Électrotechnique
Compétences en communication
Capteurs
Python
Débogage

Description complète du poste

LUCID Vision Labs, Inc. designs and manufactures innovative machine vision cameras and components that utilize the latest technologies to deliver exceptional value to customers. Our compact, high-performance GigE Vision cameras are suited for a wide range of industries and applications such as factory automation, medical, life sciences and logistics. Our expertise combines deep industry experience with a passion for product quality, technology innovation and customer service excellence.

In keeping with the Company’s mission and values, the Computer Vision Engineer, FPGA Implementation will develop and implement advanced image processing algorithms for LUCID’s industrial machine vision cameras. This role focuses on designing, modeling, validating, and optimizing computer vision and image signal processing algorithms, then translating selected algorithms into efficient FPGA-based implementations for real-time, low-latency camera operation.

The ideal candidate has strong computer vision and image processing knowledge, practical software prototyping experience in Python, MATLAB, or similar tools, and some familiarity with hardware design constraints. Direct FPGA experience is highly valuable, but candidates with strong algorithm development skills and a willingness to learn FPGA implementation may also be considered.

This role will support development across standard area-scan image signal processing, line-scan image processing, and 3D/time-of-flight imaging pipelines.

Duties and Responsibilities:

Research, design, and prototype image processing and computer vision algorithms for industrial camera products.
Develop algorithm models, simulations, and test environments using Python, MATLAB, or similar tools.
Evaluate algorithm performance using image quality metrics, simulation data, test images, and real camera data.
Refine algorithms based on image quality, performance, latency, robustness, and implementation feasibility.
Develop and support image signal processing algorithms for area-scan, line-scan, and time-off fight camera pipelines.
Model data flows and makes architectural decisions based on product requirements, schedule, device limitations, bandwidth, latency, and system-level constraints.
Convert selected software-based algorithms into efficient FPGA implementations using VHDL.
Optimize FPGA implementations for latency, resource utilization, timing performance, memory bandwidth, and target camera constraints.
Simulate and validate FPGA-based image processing blocks.
Contribute to integration of processing blocks into larger FPGA and camera system architectures.
Document algorithm behavior, architecture decisions, design requirements, interfaces, implementation details, and verification results.
Stay informed on relevant developments in image processing, computer vision, FPGA implementation methods, camera ISP design, and time-of-flight imaging.

Qualification and Skills:

Master’s or PhD (preferred) degree in Electrical Engineering, Computer Engineering, Computer Science, or a related technical field.
Experience developing camera ISP pipelines for area-scan or line-scan image sensors.
Experience with time-of-flight imaging, depth processing, 3D imaging, or related calibration and correction algorithms.
Experience with stereo vision, image warping, compression, HDR processing, or camera calibration.
Experience with real-time, low-latency image processing systems.
Experience converting floating-point software models into fixed-point or hardware-efficient implementations.
Experience with high-level modeling, hardware/software co-design, or top-down algorithm-to-hardware workflows.
Experience implementing production FPGA designs using VHDL or Verilog.
Experience with Xilinx/AMD or Intel/Altera FPGA development tools.
Experience with FPGA simulation, timing closure, resource optimization, and in-system debugging.
Knowledge of sensor interfaces, camera architectures, or embedded systems.
Understanding of CPU, GPU, and FPGA architecture trade-offs.
Experience contributing to products shipped in volume.
Experience with image signal processing algorithms such as demosaicing, color correction, auto exposure, auto white balance, tone mapping, sharpening, denoising, geometric correction, or image enhancement.
Experience developing, modeling, and evaluating algorithms in Python, MATLAB, or similar environments.
Ability to evaluate algorithm performance using test data, image quality analysis, simulation results, and real-world imaging conditions.
Ability to translate algorithmic concepts into practical implementations with real-world performance, memory, latency, and compute constraints.
Familiarity with digital hardware concepts such as fixed-point arithmetic, pipelining, streaming data paths, memory interfaces, and resource-limited design.
Strong debugging, analysis, documentation, and communication skills.
Ability to work collaboratively across hardware, firmware, software, and product development teams.

LUCID Vision Labs Inc. is proud to be an equal opportunity workplace committed to building a team culture that celebrates diversity, equity, and inclusion. We offer a competitive salary based on factors such as job-related skills, experience, relevant education, and training. The salary for this position is determined in alignment with the level of expertise and qualifications of the successful candidate. We thank all applicants who apply; however, only those selected for consideration will be contacted.

Pay: From $120,000.00 per year

Work Location: Hybrid remote in Burnaby, BC V5J 5K7

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