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Senior Researcher

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1 ימים
WIX
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for a talented AI research team lead for the Data Science group, to help us develop advanced AI solutions that will empower impactful projects across Wix. The Data Science group leads the AI research and innovation efforts of the company, and is focused on pushing AI boundaries to enhance the product, optimize processes, and deliver personalized experiences.

Lead a team of AI researchers

Manage and conduct advanced hands-on research projects that will impact 250M+ users

Leverage the latest advancements in LLM customization, multimodal models, knowledge representation, and conversational AI

Build horizontal AI capabilities to be used across Wix

Work on strategic projects for the company

Collaborate with other internal departments to drive impactful data-driven projects
Requirements:
5+ years of experience in data science, with experience in managing full-cycle projects from initial concept to production deployment

PhD in Computer Science, Data Science, Statistics, Mathematics or a related field

Comprehensive understanding of machine learning and deep learning principles and techniques, including hands-on experience

Specialized expertise in NLP (Transformers, LLMs) and computer vision (multimodality is an advantage)

Ability to write production-ready code

Publications and talks at leading conferences - an advantage
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
108397
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
6 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As an organization, Google maintains a portfolio of research projects driven by fundamental research, new product innovation, product contribution and infrastructure goals, while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist, you'll setup large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies. From creating experiments and prototyping implementations to designing new architectures, our research scientists work on real-world problems that span the breadth of computer science, such as machine (and deep) learning, data mining, natural language processing, hardware and software performance analysis, improving compilers for mobile platforms, as well as core search and much more.

As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Google Research is building the next generation of intelligent systems for all Google products. To achieve this, were working on projects that utilize the latest computer science techniques developed by skilled software developers and research scientists. Google Research teams collaborate closely with other teams across Google, maintaining the flexibility and versatility required to adapt new projects and foci that meet the demands of the world's fast-paced business needs.

Responsibilities
Author research papers to share and generate impact of research results across the organization and in the research community.
Contribute to research growth by sharing research trends and best practices within the community by reviewing academic papers, serving on program committees and grant panels, speaking at Google events or research conferences, or organizing research conferences and visioning activities.
Deliver full projects by defining the data structure, framework, design, and evaluation metrics for research solution development and implementation. Identify timelines and obtain resources needed.
Identify new and upcoming research areas by interacting with potential external and internal collaborators. Own long-term research strategy and plans to expand the impact of Google research.
Identify undefined problems in existing technology and engage stakeholders and leaders to address them.
Requirements:
Minimum qualifications:
PhD in NLP or equivalent practical experience.
6 years of experience with research agendas across multiple teams or projects.
Experience with modern LLMs and generative models.

Multiple scientific publication submission(s) for conferences, journals, or public repositories.

Preferred qualifications:
4 years of experience leading multiple research efforts and influencing research direction.
2 years of coding experience.
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עדכון קורות החיים לפני שליחה
107823
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