המקום בו המומחים והחברות הטובות ביותר נפגשים
Key job responsibilities
In this role you will leverage your engineering background and expertise to help develop generative AI for shopping. On a day-to-day basis, you will:
- Develop big data and machine learning pipelines to enable the training, evaluation, and deployment of large language models.
- Create tooling to accelerate model experimentation and draw key insights from diverse aspects of model performance metrics
- Interface with partner engineering teams, applied scientists, and product managers to define requirements for production systems, collaborate on science experimentation, and creating plan for deployment.
- Move quickly and navigate ambiguity, make short-term and long-term trade offs, and deliver incrementally.
- Work on a wide range of technologies and problems, from big data distributed computing, internal tooling to streamline machine learning operations, to prompt engineering.
- 3+ years of non-internship professional software development experience
- 2+ years of non-internship design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- Experience programming with at least one software programming language
- Experience in machine learning, data mining, information retrieval, statistics or natural language processing
- Experience with ML framework, e.g., PyTorch, Tensorflow, developing machine learning models.
- 3+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent
- Experience with Retrieval system and Retrieval Augmented Generation.
- Experience with Large Language Model.
משרות נוספות שיכולות לעניין אותך