2 часа назад
Applied Scientist (AI/Personalization)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Scientist (AI/Personalization): Building next-generation customer memory and personalization systems with an accent on extracting and reasoning over customer knowledge using ML and LLMs. Focus on designing scalable ML solutions for fact extraction, temporal reasoning, and grounded personalization.
Location: Haifa or Tel Aviv, Israel
Company
is a global leader in e-commerce, cloud computing, and artificial intelligence.
What you will do
- Design and build ML and LLM-powered solutions for 's customer memory and personalization systems.
- Develop systems that extract, curate, and reason over customer knowledge to transform noisy signals into high-quality representations.
- Own the end-to-end delivery of ML solutions, from problem formulation and modeling to production deployment at scale.
- Conduct offline and online experimentation to balance tradeoffs between precision, recall, and responsiveness.
- Drive research in areas such as fact extraction, memory quality, and temporal reasoning.
- Collaborate with engineering and product teams to translate research into measurable customer impact.
Requirements
- PhD, or a Master's degree and experience in CS, CE, ML, or related field research.
- Strong knowledge of computer science fundamentals in data structures, algorithm design, and problem solving.
- Excellent coding and design skills, proficiency with programming languages such as Java or Python.
- A track record of several publications at top-tier peer-reviewed research conferences or journals.
- Strong communication and collaboration skills.
Nice to have
- Experience building and launching deep learning and machine learning models for business applications.
- Solid knowledge of big data and cloud technologies (e.g., Spark, AWS).
- Experience with information retrieval, recommender systems, natural language processing, and/or personalization algorithms.
- Publications at top conferences such as KDD, ICML, NeurIPS, ACL, or EMNLP.
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