Ability to be available for meetings and impromptu communication during Quora's “coordination hours” (Mon-Fri: 9am-3pm Pacific Time)
Demonstrated professional experience in software development and machine learning
Proven track record of tech leading NLP/Search models to solve industry-scale problems
4+ years of experience writing Python or C++ code
Previous experience tech leading complicated end to end machine learning systems
Experience with leading large-scale multi-engineer projects
BS, MS or PhD in Computer Science, Engineering or a related technical field
Preferred Requirements:
Flexible and positive team player with outstanding interpersonal skills
5+ years of professional experience working on natural language processing, language modeling, etc.
Experience of transformer models and LLM applications
Passion for Poe's mission and goals
Responsibilities:
Be responsible for developing, designing, and maintaining cutting-edge applied LLM projects including but not limited to search result retrieval, recommender systems and multi-bot agents, ensuring smooth and engaging user experiences
Participate in a wide variety of NLP activities, including refining and optimizing prompting, retrieval-augmented generation, etc to improve the outcome of LLM
Continuously research and stay up-to-date with the latest developments in NLP and large language models, utilizing innovative techniques and methodologies to enhance our models
Take end to end ownership of large and scalable machine learning systems - from data pipelines, feature engineering, candidate extraction, model training, as well as integration into our production systems