Description de l'emploi - Image Embedded Algorithms Engineer
Location: Flexible Paris Issy-les-Moulineaux. This role offers the flexibility to work from home, within proximity to an office location.
The Role
Image team missions are to select, develop, adapt, test and deliver efficient HW/SW building blocks to improve Image Quality or Ease of capture and editing, experienced worldwide by our customers within our global GoPro ecosystem (cameras and SW applications).
This team is driving innovation and excellence in technologies for:
Camera (sensors and ISP) Controls (exposure, contrast, color, …)
Photo and Video Quality restoration or compression (sensor and lens defects, HDR, denoise and related tasks, video-stabilization, codec, …)
360° Spherical Camera capture reconstruction (stitching, blending, calibration and sensor fusion)
Scene Understanding (scene classification, object detection and tracking, saliency and highlight detection, user intent analysis, …)
As an Image Embedded Algorithms engineer, your role will require expertise in modern imaging solutions, from the HW imaging sensors up to final encoders, through an Image Signal Processor embedded on camera SOC. It requires both strong research ability and practical engineering skills to develop scalable and efficient solutions, within highly resources-constrained embedded systems, for real-world applications.
What You Will Do
Technology watch and benchmark
Participate in ongoing technology watch (academic papers, industrial IP) to support GoPro Imaging strategy definition
Benchmark SW Imaging libraries and HW ISP from potential suppliers/partners
Algo development
Prototyping: design and extensively test innovative Image algorithm solutions that could reach desired performances within embedded hardware (or software), and planning constraints
Understand and control interactions/dependencies with camera hardware components performance indicators and imaging pipeline architecture
Implementation and integration into product system (HW/FW or SW)
When relevant, define specific needs for per-unit camera parameters calibration to be used as inputs of the algorithms, and participate in the design and validation of the calibration test systems implemented on the production line
Optimize algorithmic solutions for memory consumption, data throughput and real-time processing on embedded platforms
Support the integration into final product to guarantee final performances is at expected level
Support to product validation and tuning
Develop tools to ease algorithms parameters tuning process and ensure the best compromise is met
Participate in final product testing and bugs search/analysis/fix
QA metrics & protocols, offline or online test environments development
Develop algorithms performance objective metrics and subjective/perceptual quality measures and tools
Create test environments for validation, verification, and non-regression
Deliver fully tested solutions with objective and subjective performance evaluations
Tools for Image production/simulation flows and tuning
Contribute to internal Imaging production framework development
Teamwork
Comply with our internal development and coding rules
Collaborate with cross-functional teams including hardware, firmware, software, image quality tuning, and product management
Skills We Are Excited About
Education: Engineering school degree, Master’s or Ph.D. in Applied Mathematics, Computer Science or related fields
Experience in design, implementation and validation of image pixel processing or camera controls real-time algorithms on embedded systems
Experience with image and video quality metrics and perceptual evaluation
Proficiency in C++, Python and bindings
Knowledge of version control (Git), CI/CD practices
Experience with Photo and Video camera related products is a plus
Technical English language practice required
Strong interpersonal communication skills
Autonomous and rigorous work management
Work agility to deal with fast-moving environment
Results and deadline driven
GoPro Highlights
Get your very own GoPro camera + gear
Generous time off policy
Excellent healthcare insurance coverage for you and your family (Health premium paid 70% by GoPro)
Competitive salary and discretionary performance-related bonus
Subsidized lunch and snacks galore
LiveHealthy monthly wellness reimbursement
Monthly phone and internet reimbursement Transit benefit – % of the applicable public transportation pass
Flexible work arrangements
Discounted employee stock purchase plan (ESPP)
Professional + personal development opportunities, i.e. Opportunity Lab, technology trainings, certifications, Peer-to-Peer learning, conferences and more
Opportunities to get involved in the causes that you care about (annual camera donation + volunteer events)
GoPro is proud to be an Equal Opportunity Employer.
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