Research Engineer, Computer Vision (PhD)
Menlo Park, CA
Meta
Giving people the power to build community and bring the world closer togetherThe team’s scope encompasses various aspects of the End-to-End Ad creative generation process. We build and leverage state-of-the-art GenAI technology to help advertisers diversify and optimize creatives, reducing creative fatigue, increasing ads asset liquidity, and enhancing appeal and personalization. The brand new experience empowered by GenAI will make it easy for advertisers to create ads with basic input or instructions such as prompts and reference images, fundamentally transforming the landscape of ads business.Research Engineer, Computer Vision (PhD) Responsibilities
- Work with researchers and engineers to develop input architectures that combine computer vision and language.
- Design and prototype interactive experiences and evaluate them through user research.
- Design and prototype data collection systems to accelerate machine learning.
- Collaborate and work across teams to develop concepts that advance the entire product pipeline (hardware, software, data collection, machine learning, etc.).
- 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.
- Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Artificial Intelligence, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
- Experience in developing interactive solutions for computer vision, natural language processing, or computer graphics.
- Experience working with PyTorch or TensorFlow.
- Experience with sequence modeling, domain adaptation or representation disentanglement.
- Experience designing data collection protocols and quality control.
- Experience with C++, Python, or other scripting languages
- Technical knowledge across topics including machine learning, optimization, Bayesian statistics and state estimation.
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
- Research experience in end-to-end image generative modeling.
- Experience transferring technology from research in computer vision, machine perception, or machine learning into a shipping product.
- Experience with joint hardware-software development and associated rapid prototyping.
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, or similar.
- Experience working and communicating cross-functionally in a team environment.
$१,१७,०००/year to $१,७३,०००/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.
Tags: Architecture Bayesian Computer Science Computer Vision Engineering Generative AI Generative modeling GitHub Machine Learning NLP Open Source PhD Physics Prototyping Python PyTorch Research Statistics TensorFlow VR
Perks/benefits: Career development Conferences Equity / stock options Health care Salary bonus
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