Bachelor's in Computer Science, Machine Learning, or a related field 7+ years of industry or academia experience in machine learning, with a focus on search, NLP, or recommender systems Strong programming skills in C/C++ or Python, and experience with ML frameworks Proficient understanding of search algorithms and familiarity with evaluation metrics for search and information retrieval Excellent communication and collaboration skillsAdvance degree in Computer Science, Machine Learning, or a related field 10+ years of industry or academia experience in machine learning, with a focus on search, NLP, or recommender systems Familiarity with NLP/ML tools and packages like Jax, TensorFlow, pyTorch, etc. Experience working with transformer-based models (e.g., BERT, T5) in a search context Prior industry experience on large scale search systems Ability to quickly prototype ideas / solutions, perform critical analysis, and use creative approaches for solving complex problems.