Research Scientist Intern, AI Machine Learning Computer Vision (PhD)
Company: Facebook
Location: Lansing
Posted on: January 27, 2023
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Job Description:
Summary: The AI Research for Monetization teams are part of the
AI Innovation Center for Ads and Business Products (Meta AI). We
incubate and integrate state-of-the-art AI/ML advancements and best
practices into the Ads products, helping these products hit their
long-term and company-critical goals. Partnering with the product
and infrastructure teams, we have contributed over $30B cumulative
value for the company in the past two years.This team works on a
wide variety of Content ML areas in the ads space, including
creative transformation, personalization and generation for Meta
advertisers, content signals and joint model training for ads
ranking and supply etc. For AI Creatives, we leverage SOTA content
generation and content transformation technologies (e.g. Generative
AI, BART) to automate Ads creation processes for our advertisers.
Examples include turning 2D images to 3D animation, finding the
best music to pair with videos, generating images based on text
input etc. For Ads Ranking and Ads Supply, we employ large scale
content understanding models (e.g. XLM-R, ViT, multimodal research)
to extract salient signals for personalized ads ranking and
delivery. Our team at Meta AI offers twelve (12) to twenty-four
(24) weeks long internships and we have various start dates
throughout the year. To learn more about our research, visit
Required Skills: Research Scientist Intern, AI Machine Learning
Computer Vision (PhD) Responsibilities: Perform research to advance
the science and technology of machine learning Devise better
data-driven models of human behavior Contribute research published
to top-tier conferences, or that can be applied to Facebook product
development Minimum Qualifications: Minimum Qualifications:
Currently has, or is in the process of obtaining a PhD degree in
the field of Machine Learning, Artificial Intelligence, Deep
Learning, Computer Vision, Multimodal Vision + Natural Language
Processing, Image Generation, or similar Experience with Python,
C++, Java or other related language Experience with deep learning
frameworks such as Pytorch or Tensorflow Must obtain work
authorization in the country of employment at the time of hire, and
maintain ongoing work authorization during employment Preferred
Qualifications: Preferred Qualifications: Proven track record of
achieving significant results as demonstrated by grants,
fellowships, patents, as well as publications at leading workshops
or conferences such as CVPR, ICCV/ECCV, NeurIPS, ICML, ICLR,
SIGGRAPH, etc. Experience with ML areas such as computer vision
Extensive experience solving analytical problems using quantitative
approaches Experience manipulating and analyzing complex,
high-volume, high-dimensionality data from varying sources Strong
interest in theoretical and empirical research and for answering
hard questions with research Experience building systems based on
content understanding and content generation ML methods
Demonstrated software engineer experience via an internship, work
experience, coding competitions, or widely used contributions in
open source repositories (e.g. GitHub) Experience working and
communicating cross functionally in a team environment Intent to
return to degree-program after the completion of the
internship/co-op Industry: Internet Equal Opportunity: Facebook is
proud to be an Equal 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. Facebook 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 .
Keywords: Facebook, Lansing , Research Scientist Intern, AI Machine Learning Computer Vision (PhD), Other , Lansing, Michigan
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