- Perform research to advance the science and technology of intelligent machines.
- Perform research that enables learning the semantics of data (images, video, text, audio, and other modalities).
- Work towards long-term research goals, while identifying immediate milestones.
- Influence progress of relevant research communities by producing publications.
- Open source high quality code and produce reproducible research.
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- A PhD in AI, computer science, data science, or related technical fields.
- 2+ years of industry or equivalent PostDoctoral experience in relevant research areas, such as: machine learning, optimization, computer vision, natural language processing.
- First-authored publications at peer-reviewed conferences, such as ICML, NeuRIPS, ICLR, FacCT, CCS, IEEE S&P, and other similar venues.
- Experience holding an industry, postdoctoral, faculty, or government researcher position.
- Research background in machine learning, artificial intelligence, computational statistics, applied mathematics, or related areas.
- Research publications reflecting experience in theoretical or empirical research.
- Experience in developing and debugging in Python or similar programming languages.
- Experience in analyzing and collecting data from various sources.
- Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
- Research and engineering experience demonstrated via publications, grants, fellowships, patents, internships, work experience, open source code, and / or coding competitions.
- Experience in developing optimization algorithms and theory, distributed training of large-scale machine learning models, and comparing alternative solutions, trade-offs, and diverse points of view.
- Experience collaborating in a team environment on research projects.
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