Research Engineer
Pittsburgh, PA
Meta
Giving people the power to build community and bring the world closer together
In the Generative Codec Avatar Research group at XRCIA, we aspire to achieve a vision of building foundational digital human models that can generalize well to any users. The technology will empower people to build their digital representations and interact more effectively. We are looking for research engineers who are excited about designing and implementing models that are highly generalizable with large-scale data and compute . You will partner with software developers and researchers, collaborating together on the innovation necessary to build the foundations of digital human technology. At our lab, you will be exposed to facilities, algorithms, and data that are years ahead of anything else in existence today. We want people who seek both the best quality and widest reach in their work.Research Engineer Responsibilities
$56.25/hour to $173,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here.
Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.
- Explore and apply technologies of digital human analysis and synthesis
- Research applying in-the-wild data for building generalizable foundational models that represent appearance and behaviors with indistinguishable fidelity
- Collaborate with other teams to push the research that enables mid to long-term products.
- Build scalable and distributed training algorithms and efficient data loading for large scale deep learning.
- Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta
- First author publications in computer vision, machine learning or computer graphics peer-reviewed conferences (e.g. CVPR, ECCV, ICCV, NeurIPS, ICLR, or SIGGRAPH, etc.).
- Experience with realistic 3D geometry/apperance estimation/generation or motion modeling.
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
- Proven track record of achieving significant research results as demonstrated by grants, fellowships and/or patents.
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
- 3+ years of experience with prototyping algorithms in Python.
- Experience with generative models such as Diffusion Models, GANs or VAEs for image and geometry generation.
- Experience with Neural Radiance Fields, Vision Transformers, and Gaussian splats.
$56.25/hour to $173,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here.
Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.
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Categories:
Engineering Jobs
Research Jobs
Tags: Computer Science Computer Vision Deep Learning Diffusion models Engineering GANs Generative modeling GitHub ICLR Machine Learning NeurIPS Open Source Physics Prototyping Python Research Transformers VR
Perks/benefits: Career development Conferences Equity / stock options Health care Salary bonus
Region:
North America
Country:
United States
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