Research Scientist, Machine Perception (PhD)
Sausalito, California
Employer: Meta
Industry:
Salary: Competitive
Job type: Full-Time
At Meta Reality Labs, we're developing the input technologies that will define the future of the virtual and augmented reality computing platforms. We are looking for a creative, skilled and motivated Research Scientist to join our Machine Perception team in advancing the state-of-the-art of human understanding, action recognition and statistical text decoding. You will work with Research Scientists, Software Engineers and Hardware Engineers to design technical solutions in a fast-paced multidisciplinary environment.
Research Scientist, Machine Perception (PhD) Responsibilities
Minimum Qualifications
Preferred Qualifications
Research Scientist, Machine Perception (PhD) Responsibilities
- Work with researchers to develop novel input technologies for VR, MR and AR systems based on Computer Vision and Machine Learning.
- 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 PhD in the field of Computer Science, a related field, or equivalent practical experience. Degree must be completed prior to joining Meta.
- 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.
- 5+ years of experience in researching and developing novel computer vision and Machine Learning Algorithms and Systems in academia or industrial settings.
- Development skills with 3+ years of experience working with Deep Learning.
- Experience in designing data collection protocols and quality control, manifested in solid contributions in constructing high quality Computer Vision and Machine Learning datasets.
- Technical knowledge across a range of topics including Machine Learning, Optimization, Bayesian Statistics and State Estimation.
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
- 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.
- Experience working and communicating cross functionally in a team environment.
- Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
- Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at top-tier conferences such as CVPR, ECCV/ICCV, SIGGRAPH, NeurIPS, ICLR, ACL or similar.
- Experience innovating research ideas for new problem domains or for fitting new constraints.
- Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
Created: 2024-06-01
Reference: 1474241126834718
Country: United States
State: California
City: Sausalito
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