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Google Israel

    דרושים Google Israel

    המשרות שלנו (34)
    תחום עיסוק
    חומרה / תוכנה
    כמות עובדים
    מעל 100
    שנת הקמה
    1998

    עוד עלינו

    משרות Google Israel

    הצעות עבודה
    מתוך 1
    נמצאו 2 משרות
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    Location: Merkaz
    Job Type: Full Time
    The Personalized Experience team focuses on providing Waze drivers with a personalized, contextual, and timely routing experience. The team is part of the Waze Data Science group.


    Responsibilities
    Manage feature engineering, model evaluation and error analysis, data processing and pipelines, model tuning, monitoring and dashboards.
    Work with product managers, software developers and QA to define requirements, formulate success metrics, and lead experimentation.
    Use data to help products shape the future of Waze and drive innovation, provide insights on user behavior, and help Engineers and QA detect and solve problems.
    Work with GCP, Vertex AI, Python, Scikit-learn, TensorFlow, Airflow/Composer, Python, Looker.
    Requirements:
    Minimum qualifications:
    Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.
    3 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or a PhD degree.

    Preferred qualifications:
    5 years of experience as an applied ML engineer, applying Deep Learning models and ML to solve problems.
    Experience building and managing data processing pipelines to generate features, dashboards, and analyses.
    Experience with Python, and with libraries and frameworks (e.g., TensorFlow, Scikit-learn, PyTorch, etc.).
    Experience in cloud computing and ML operations.
    Excellent problem solving skills, with the ability to navigate technical issues.
    .המשרה מיועדת לנשים ולגברים כאחד
     
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    הגשת מועמדות
    עדכון קורות החיים לפני שליחה
    116355
    שירות זה פתוח ללקוחות VIP בלבד
    דיווח על תוכן לא הולם או מפלה
    מה השם שלך?
    תיאור
    שליחה
    תודה על שיתוף הפעולה
    מודים לך שלקחת חלק בשיפור התוכן שלנו :)
    Location: Merkaz
    Job Type: Full Time
    Our Data Science team leads data-motivated decisions across Waze's core functional areas, including the Waze Map and Map Editor, Advanced Guidance and Voices, Growth and Strategy, User Communications and more. The team members are embedded within the Waze development Squads. We define data requirements and analytics strategies, execute experiments, deliver in-depth analyses and provide actionable recommendations. The teams contribution is crucial for the effective development and safe landing of the new Waze features and help guiding the overall product strategy.

    We are responsible for the research and development of advanced experimentation and Causal Analysis infrastructures to measure, understand and attribute features impact. We also own a comprehensive Data Warehouse, providing essential dashboards and analytics tools, including Gen-AI agents, to empower both Data Scientists and stakeholders throughout the organization.

    Responsibilities
    Develop and implement Measurement Methodologies and Evaluation Frameworks. Assess the performance, accuracy and groundedness of AI Agents, including the automated generation of synthetic training and evaluation data.
    Work with various teams including software developers, data engineers and product managers, to define the requirements and implement Gen-AI models and solutions to drive innovation.
    Translate technical concepts and investigative findings into clear, actionable insights for both technical and non-technical stakeholders.
    Lead the design, development and deployment of Generative AI Agents for conversational driving-related experiences and scaling the ingestion, annotation and utilization of user generated contect and geospatial data feeds.
    Requirements:
    Minimum qualifications:
    Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field.
    5 years of work experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases or statistical analysis, or 3 years of work experience with a PhD degree.

    Preferred qualifications:
    Master's degree or PhD in Data Science, Computer Science or a related quantitative field.
    7 years of experience as a data scientist applying advanced statistical and machine learning methods on real-world problems.
    Experience in Generative AI, defining, building and evaluating AI-agents and leveraging foundational language models for introducing advanced new capabilities within existing products and systems.
    Experience with relevant libraries and frameworks (e.g., TensorFlow, LangChain, PyTorch, etc.).
    Experience in building and managing large-scale data processing pipelines (e.g., BigQuery).
    Experience in Cloud Computing, Machine Learning Operations and in Google Cloud Platform (GCP)/Vertex-AI.
    .המשרה מיועדת לנשים ולגברים כאחד
     
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    הגשת מועמדות
    עדכון קורות החיים לפני שליחה
    116361
    שירות זה פתוח ללקוחות VIP בלבד
    מתוך 1