Research Scientist, Computer Vision for Generative AI (PhD)
Menlo Park, California
Employer: Meta
Industry:
Salary: Competitive
Job type: Full-Time
At GenAI, we're developing the cutting edge AI technologies that will define the future of content creation, productivity and social media. We are looking for a creative, skilled and motivated Research Scientist to join our media foundation modeling team in advancing the state-of-the-art of image and video foundation models. You will work with research scientists, software engineers and data scientists to design technical solutions in a fast-paced multidisciplinary environment.
Research Scientist, Computer Vision for Generative AI (PhD) Responsibilities
Minimum Qualifications
Preferred Qualifications
Research Scientist, Computer Vision for Generative AI (PhD) Responsibilities
- Work with researchers to develop input architectures that combine 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.).
Minimum Qualifications
- 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, 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.
- 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.
Preferred Qualifications
- Research experience in end-to-end speech recognition or real-time statistical text decoding.
- 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.
Created: 2024-08-22
Reference: 777874347792069
Country: United States
State: California
City: Menlo Park
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