AI Applied Scientist - PhD Intern, NLP or Ranking
About the team Are you passionate about building new, personalized experiences to change how people shop for homes and rentals? Every month over 180 million users turn to Zillow for help. The Zillow AI Team is re-imagining the home shopping experience, supporting people through the process of finding their home from the convenience of their phones or PCs. Using groundbreaking technologies, our... team works across data, product, design, research, engineering, and business to enable people to find their home, tour it, finance it, and connect with the right people to help them close on their dreams. We believe this is the future of home shopping! About the role Our team is hiring interns (remote positions) for 2024! As an intern, you will have the opportunity to innovate for our customers and our business. Your groundbreaking work will help us evolve our key systems, including content creation, home and user understanding, discovery, search, and valuation. We are eager to partner with hardworking students interested in pushing the state-of-the-art in the high-impact research areas of NLP, Large language models, Conversational AI, Mixed-initiative and Goal-oriented Dialog, Fair Housing Alignment, RLHF, Multimodal Image and Text, Multimodal Search, and Recommender systems, Personalization, or Ranking. Our team has an open attitude towards research, and we encourage publications and continuing collaborations. Many of our past interns have submissions and publications at top conferences such as RecSys and KDD as a product of intern research and team collaboration. Please see https://github.com/zillow/as-research for more details. This role has been categorized as a Remote position. Remote employees do not have a permanent corporate office workplace and, instead, work from a physical location of their choice, which must be identified to the Company. U.S. employees may live in any of the 50 United States, with limited exceptions. In California, Colorado, Connecticut, Hawaii, Nevada, New York, Washington state, and Washington DC the standard base pay range for this role is $104,000.00 - $166,000.00 Annually. This base pay range is specific to California, Colorado, Connecticut, Hawaii, Nevada, New York, Washington state, and Washington DC and may not be applicable to other locations. Who you are The ideal AI intern: Is a PhD graduate student working towards a degree in computer science, NLP, machine learning, or another applicable field. Has experience working in at least one of these areas: Deep learning applied to scene understanding, user understanding, conversation. Representation learning with no/limited labeled data: self/semi/weakly-supervised learning Multi-modal learning, especially using images and text Knowledge and vision-enhanced natural language generation Text-to-image generation Modeling techniques, prompt engineering, instruction tuning and alignment Training or fine-tuning LLMs for for NLP tasks Has good publication record or is highly motivated towards publishing at top-tier scientific conferences (such as CVPR, ECCV, ICCV, SIGGRAPH, ACL, NAACL, EMNLP, NeurIPS, ICML, KDD, ICASSP) Get to know us Zillow is reimagining real estate to make home a reality for more and more people. As the most-visited real estate website in the United States, Zillow® and its affiliates help movers find and win their home through digital solutions, first class partners, and easier buying, selling, financing and renting experiences. Millions of people visit Zillow Group sites every month to start their home search, and now they can rely on Zillow to help make it easier to move. The work we do helps people get home and no matter what job you're in, you will play a critical role in making home a reality for more and more people. Our efforts to streamline the real estate transaction are supported by a deep-rooted culture of innovation, our passion to redefine the employee experience, a fundamental commitment to Equity and Belonging, and world-class benefits. These benefits include comprehensive medical, dental, vision, life, and disability coverages as well as parental leave, family benefits, retirement contributions, and paid time off. Were also setting the standard for work experiences of the future, where our employees are supported in doing their best work and living a flexible, well-balanced life. But dont just take our word for it. Read recent reviews on Glassdoor and recent recognition from multiple organizations, including: the 100 Best Companies to Work For, Glassdoor Employees Choice Award, Bloomberg Gender-Equality Index, Human Rights Campaign (HRC) Corporate Equity Index, and TIME 100 Most Influential Companies list. Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. If you have a disability or special need that requires accommodation, please contact your recruiter directly. Applicants who receive job offers from Zillow Group will be asked to sign a Proprietary Rights Agreement which includes confidentiality, intellectual property assignment, customer and employee non-solicitation, and non-competition provisions. If you are contacted for a role at Zillow Group and wish to review a copy of the Proprietary Rights Agreement prior to receiving an offer, you may request a copy from your Recruiter Apply Job!