What are the responsibilities and job description for the Applied Research Scientist, Instagram Core ML (PhD) position at Instagram?
Applied Research Scientist, Instagram Core ML (PhD)
Meta is seeking a Research Scientist to join our Instagram Core ML team. This team is an applied research organization focused on improving the quality of IG recommendation models through AI. Advances in AI are key to our mission, spanning some of the most pressing research challenges of our generation across such areas as artificial intelligence, machine learning, and optimization, with a particular focus on recommendation systems, reinforcement learning, generative models, and natural language processing. The ideal candidate will have a solid research background in core ML in at least one of theory, algorithm, and systems, with a keen interest in solving the product problem via customized principled solutions. Research backgrounds in recommendation systems or related research areas such as information retrieval can be a bonus.
Responsibilities
- Develop and evaluate scalable specific deep learning models for recommendation systems.
- Develop and evaluate sequence modeling algorithms and systems.
- Solve the product bottleneck problems via customized ML solution.
- Collaborate with scientists on novel research in generative modeling, complex systems, and reinforcement learning.
- Apply knowledge of relevant research domains and coding skills to platform and framework development projects.
- Adapt machine learning and neural network algorithms to best exploit modern parallel environments (e.g. distributed clusters, GPUs, TPUs, etc.).
Minimum Qualifications
Preferred Qualifications
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