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Software Engineer, Computer Vision - Video AI
- New York, New York, United States
- New York, New York, United States
À propos
Required Skills Software Engineer, Computer Vision - Video AI Responsibilities:
Research, develop, and troubleshoot real time communication systems, related to video and audio codecs, cameras, displays, and microphones
Work closely with cross-functional teams to understand features, operation, and specify enhancements
Designing AI/ML-based compression algorithms to reduce the platform's compute footprint, while improving end-user experience
Optimize and improve video codec efficiency, encode rate control, processing speed, video pre/post-processing, and error resilience
Debug and diagnose quality of end-to-end video experience on lossy networks in real-time communication scenarios
Define the video optimization roadmap for both low-end and high-end networks and devices
Lead the definition and implementation of the media processing pipeline
Continuously improve the efficiency of the automated test tooling by leveraging the internal automated test infrastructure
Minimum Qualifications
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
5+ years software development experience in industry settings or PhD with 2+ years of experience
3+ years of experience in computer vision, video/image codecs, video/image processing or a relevant domain
Experience in neural video/image compression and AI research
Experience with computer vision, video/image codecs, or video/image processing
Experience in C/C++ multithreaded programming
Experience leading large or complex projects, defined goals and delivered milestones by leading teams
Preferred Qualifications
Leveraging AI-based enhancement tools that complement standard video-codecs (AV1)
Knowledge of multimedia stack, including containers, codecs, and AV synchronization
Experience developing algorithms to improve video quality for calling and video conferencing
Using ML-based quality metrics and metadata for large-scale quality evaluation
Experience with state-of-the-art video codecs e.g. H.264/AVC, HEVC, AV1, AV2
benchmarking of traditional and novel audio/video processing use cases
Full end-to-end neural-compression techniques at scale, for FoA verticals (Calling, VOD etc.)
Experience designing power-efficient software for mobile or embedded systems
Industry experience in Video-on-Demand, RTC, or videos at scale
Public Compensation $183,997/year to $257,000/year + bonus + equity + benefits
Industry Internet
Equal Opportunity Meta is proud to be an Equal Employment Opportunity and Affianative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Meta participates in the E-Verify program in certain locations, as required by law. Please note that Meta may leverage artificial intelligence and machine learning technologies in connection with applications for employment.
Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@meta.com.
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Compétences linguistiques
- English
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