About this role
Director-level data science lead for Generative AI Systems, responsible for delivering AI-powered products and research in NLP/LLMs, using open-source tools and cloud platforms to serve tens of millions of users.
Key Responsibilities
- Partner with cross-functional data scientists, software engineers, ML engineers and product managers; develop and productionize ML/NLP models; mentor team; contribute research to conferences
Technical Overview
Tech stack includes PyTorch, AWS, Hugging Face, LangChain, Lightning, VectorDBs; focus on NLP, LLM customization, productionization, and scalable systems; strong emphasis on leadership and collaboration.
Ideal Candidate
The ideal candidate is a director-level data scientist with 4+ years ML and 5+ years Python/Scala/R experience, strong NLP/LLM background, and hands-on AWS exposure; must lead teams and translate business problems into AI solutions.
Must-Have Skills
A Bachelor's Degree in a quantitative field plus 9 years of experience performing data analyticsA Master's Degree in a quantitative field or an MBA with a quantitative concentration plus 7 years of experience performing data analyticsA PhD in a quantitative field plus 4 years of experience performing data analyticsAt least 4 years of experience leveraging open source programming languages for large scale data analysisAt least 4 years of experience working with machine learningAt least 4 years of experience utilizing relational databasesAt least 5 years of experience in PythonScalaor R for large scale data analysisAt least 5 years of experience with machine learning
Nice-to-Have Skills
PhD in STEM field plus 5 years of experience in data analyticsAt least 1 year of experience working with AWSAt least 3 years of experience managing peopleAt least 5 years of experience in PythonScalaor R for large-scale data analysis
Tools & Platforms
PyTorchHugging FaceLangChainLightningVectorDBsAWS
Required Skills
9+ years data analytics with Bachelor's; or 7+ years with Master's; or 4+ years with PhD; 4+ years open-source languages; 4+ years ML; 4+ years relational databases; 5+ years Python/Scala/R; 5+ years ML
Hard Skills
PyTorchAWSAmazon Web ServicesHugging FaceLangChainLightningVectorDBsNLPLLMsPythonScalaRMachine LearningOpen-source languagesRelational databases
Soft Skills
Customer focusCreativityLeadershipCommunicationTeamwork
Keywords for Your Resume
DirectorData ScientistGenerative AI SystemsNLPLLMsPyTorchHugging FaceLangChainLightningVectorDBsAWSAmazon Web ServicesPythonScalaRMachine LearningOpen-source languagesRelational databasesGenerative AIAI systemsNLP models
Deal Breakers
Lack of 4+ years ML experience, Lack of PyTorch/Hugging Face experience, Lack of AWS experience
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