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Netflix Machine Learning Intern Research Fall United States, California 987243203
04.07.2024
We are looking for individuals with the following qualifications:
Must have:
- Currently enrolled PhD or MS student in the Machine Learning space, or PhD graduate seeking postdoctoral research.
- Experience with at least one of the following ML areas:
- Personalization & Recommender Systems: using transformers for recommenders, multi-modal recommenders, conversational recommenders
- Natural Language Processing (NLP): Large Language Models (LLMs), fine-tuning, in-context learning, text generation and embedding
- Computer Vision (CV): Image and video processing and generation
- Reinforcement Learning (RL): Preference-based learning, reinforcement learning from human feedback
- Multimodal Data: Handling and integrating text, image, video, and other data
- Model Optimization and Efficiency: Inference efficiency, model benchmarking, optimization techniques.
- Experience programming in at least one programming language (e.g. Python or C/C++).Experience developing ML models using common frameworks (e.g. PyTorch, TensorFlow, Keras) and training on GPUs
- Curious, self-motivated, and excited about solving open-ended challenges at Netflix.
- Great communication skills, both oral and written.
Nice to have:
- Publications in relevant topics in top conferences or journals.
- Comfortable with distributed computing environments such as Spark or Presto.
- Comfortable with software engineering best practices (e.g. version control, testing, code review, etc.)
For your application to be considered complete:
- You will be sent an Airtable form shortly after you submit your application on our careers site (1-5 business days); your application will not be considered complete until you fill out and submit this form.
- Include a Resume or CV with complete contact information (email, phone, mailing address) and a list of relevant coursework and publications (if applicable).
- In the Airtable form, you will be asked to select exactly one ML area for your potential internship. This will be used to map your application to particular teams & projects.
- You will be asked to include a short (max one page) statement describing your research experiences and interests, and (optionally) their relevance to Netflix Research. For inspiration, have a look at the Netflix research site.
August 4th, 2024
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