Machine Learning Researcher
4 weeks ago
We are seeking a highly motivated and talented Machine Learning Researcher to join our team at Netflix. As a researcher, you will be working on cutting-edge projects that aim to improve various aspects of our business, including personalization algorithms, search, systems optimization, content valuation, tooling for artists, and streaming video optimization.
Our research spans many Machine Learning areas, including recommender systems, causal inference, reinforcement learning, computer vision, computer graphics, image and video processing, natural language processing, optimization, operations research, and systems. Great applied research also requires great Machine Learning infrastructure, another large area of emphasis at Netflix.
We are looking for individuals with a strong background in Machine Learning and a passion for research. You should have 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
You should also have experience programming in at least one programming language (Python or C/C++) and developing ML models using common frameworks (PyTorch, TensorFlow, Keras) and training on GPUs. Great communication skills, both oral and written, are also essential.
We offer a personalized experience for interns, and our aim is to offer an experience that mimics what it is like to actually work here. We match qualified interns with projects and groups based on interests and skill sets, and fully embed interns within those groups for the summer. Internships are paid and are a typically a duration of 12 weeks, with a choice of a few fixed start dates in September or October to accommodate varying program calendars.
Conditions permitting, the internship will be located in our Los Gatos, CA office, or in our Los Angeles, CA office, depending on the team. Netflix is an equal opportunity employer that celebrates diversity, recognizing that diversity of thought and background builds stronger teams. We approach diversity and inclusion seriously and thoughtfully.
We carefully consider a wide range of compensation factors to determine internship top of market. We use on-market indicators to determine compensation and consider your specific internship team, degree, and years of education to get it right. These considerations can cause your compensation to vary and will also be dependent on your location. The overall market range for Netflix Internships is typically $40/hour - $110/hour.
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