Mountain View, CA, 94039, USA
66 days ago
Principal Data Scientist
Overview Intuit is looking for a highly motivated and experienced Principal Data Scientist to join the AI Synapse team. Our charter is to build AI/Machine Learning solutions for Intuit’s suite of financial products that drive quantifiable customer benefit through the state-of-the-art Large Language Models (LLMs) and Multimodal Language Models. You will be part of a vibrant team of Data Scientists and Data Engineers and will be responsible for leading the design, development, and deployment of AI/Machine Learning solutions to solve challenging problems in the space of document comprehension, LLM training (including prompt engineering, fine tuning, etc.), and multimodal data understanding. What you'll bring + MS / Ph.D. in Computer Science, Statistics, or Applied Mathematics with focus on Machine Learning / Artificial Intelligence; equivalent experience will be considered + 10+ years of experience developing and deploying machine learning based solutions that successfully solve challenging customer problems or enable radically new experiences. + Strong Computer Science / Data Science fundamentals including data structures, algorithms, performance complexity, data analysis, model training and evaluation, A/B testing, and ongoing model monitoring and maintenance. + Expertise in programming languages like Python, Java, or Scala and modeling frameworks like TensorFlow, Pytorch. + Demonstrated expertise in AI/Machine Learning especially Large Language Models and associated technologies (like prompt engineering, few-shot learning, supervised fine tuning, …) with focus on Natural Language Understanding and/or Computer Vision. + Experience with Machine Learning systems on cloud platforms like AWS, GCP, or Azure is preferred. + Excellent communication and collaboration skills with ability to clearly articulate complex technical concepts to both technical and non-technical audience and partner effectively with Machine Learning Engineers, Product Managers, Program Managers, and Product Development Engineers to build solutions that delight our customers. How you will lead + Lead the design, implementation, and deployment of AI/ML based solutions for solving challenging problems like document comprehension, embedding Intuit’s domain expertise in fine tuned LLMs, and multimodal data understanding. + Drive focused efforts on end-to-end data quality including monitoring the input data, performing comprehensive evaluation of model performance, and automating the data curation and model retraining processes in the face of evolving data distributions. + Accelerate the pace of innovation by building quick prototypes for experimentation and scaling successful prototypes into deployed production systems. + Create a multi-year tech roadmap that enables Intuit to stay on the leading edge of the rapidly evolving Artificial Intelligence landscape and harness the best in class technologies to drive customer benefits. + Partner closely with business leaders on mission critical projects, starting from a business problem to deliver a comprehensive AI/ML based solution. + Champion technical excellence and operational rigor. + Mentor junior team mates helping them to grow their skills and expertise. EOE AA M/F/Vet/Disability. Intuit will consider for employment qualified applicants with criminal histories in a manner consistent with requirements of local law.
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