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    Lead Software Engineer - Redmond, United States - META

    META
    META Redmond, United States

    3 weeks ago

    Meta background
    Description

    Summary:


    Meta Reality Labs is looking for a lead computer vision engineer to drive synthetic data generation and simulation for our AR/VR products including the Quest line.

    This role will contribute to the creation of next-gen AR/VR interaction technologies in a cross-functional team of software, infra, computer vision, machine learning, simulation, and AI image generation engineers.

    This role will leverage expertise in computer vision, synthetic data, and AI-based image generation to contribute to ML models shipped in Meta AR/VR products.

    This role collaborates with cross-functional teams on image simulation, core AI, computer graphics, machine vision research, HW design.
    The immediate team for this role is composed of Computer Vision, Machine Learning and SW Engineers.

    We work cross-functionally with teams across multiple disciplines, such as simulation, AR/VR optics, Reality Labs Research, silicon, and sensors, to design and develop novel ML solutions tailored for the requirements and constraints of each particular device.


    Required Skills:
    Lead Software Engineer - Computer Vision, Synthetic Image Generation Responsibilities:

    Tech lead for development and launch of CV/ML solutions for generating and synthesizing images used in training of AR/VR models and system design

    Drive cross-functional collaborations with partner teams including but not limited to RL research, simulation, data systems, CoreAI, and GenAI.

    Hands-on contribution to synthetic image generation using deep generative models, computer graphics, or physics-based simulation


    Explore, innovate, and leverage novel technologies, from internal and external publications, to improve the realism, diversity, controllability, and generalizability of image synthesis including techniques to enhance appearance and geometric realism, conditional image generation based on specific conditions or constraints, such as metadata, text-based categories, image masks, or multiple input modalities, and controllable image generation with manipulation of specific attributes like style and appearance.

    Co-own strategic planning, OKR setting, and roadmap generation for synthetic data sub-team. Co-create roadmap and vision for R&D initiatives.

    Contribute to recruitment, mentoring, onboarding, and growing ML engineers/scientist, interns, and contractors.

    Work with RL leadership and cross-functional teams to understand business requirements and translate them into machine learning projects

    Optimize machine learning models for performance, scalability, and maintainability. Collaborate with other engineers and data scientists to develop and deploy machine learning solutions.


    Minimum Qualifications:

    Minimum Qualifications:
    Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.


    Proven Technical background in one or more of the following areas: Machine Learning, Deep Learning, Neural Networks, Image Processing, Computer Vision, Image Synthesis, Generative AI.

    Experience in developing computer vision algorithms and deep learning models in Pytorch, Tensorflow and similar platforms.

    Working knowledge of synthetic image generation using deep generative models, computer graphics, or physics-based simulation.


    5+ years of technical leadership experience driving medium to large-scale cross-functional R&D projects focused on machine learning and computer vision.

    Proven programming skills in Python and C/C++

    Experience with distributed computing and large-scale data processing

    Problem-solving and interpersonal skills and experience to lead technical projects independently

    Proven communication and collaboration skills


    Preferred Qualifications:

    Preferred Qualifications:
    Ph.
    D. in Computer Science, Electrical Engineering, Data Science, or equivalent field

    Publication track record in image generation and computer vision in top conferences including CVPR, NeurIPS, ICCV, ICML, etc.

    Experience in computer graphics, procedural generation, and avatar rendering

    Experience in classical image processing and pose estimation

    Work experience in AR/VR industry


    Public Compensation:
    $177,008/year to $251,000/year + bonus + equity + benefits


    Industry:
    Internet


    Equal Opportunity:
    Meta is proud to be an Equal Employment Opportunity and Affirmative 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-
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