עדיין מחפשים עבודה במנועי חיפוש? הגיע הזמן להשתדרג!
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.
מלאה
22,000-32,000 ₪
Our Algorithms team tackles the companys most pressing ML challenges, addressing real-world problems that have a direct impact on success. As part of this group of experienced, you will help establish a new research area within the company, uncovering insights and detecting anomalies that enhance the products overall performance.
What You'll Do:
End-to-end ownership: Identify and frame ambiguous business problems, set measurable success criteria, prototype solutions, and deliver production-ready algorithms.
Algorithm design: Develop and refine methods across clustering, graph learning, causal inference, time-series modeling, and optimization to enable new product capabilities.
Workflow deep dive: Work closely with Product teams to analyze current pipelines, map data and decision flows, and identify inefficiencies and opportunities for improvement.
Real-world data modeling: Explore, structure, and model construction-related data, including progress histories and schedules. Build robust datasets and meaningful features.
Collaborate with a dynamic team of talented researchers driving digital transformation in the construction industry.
What You'll Do:
End-to-end ownership: Identify and frame ambiguous business problems, set measurable success criteria, prototype solutions, and deliver production-ready algorithms.
Algorithm design: Develop and refine methods across clustering, graph learning, causal inference, time-series modeling, and optimization to enable new product capabilities.
Workflow deep dive: Work closely with Product teams to analyze current pipelines, map data and decision flows, and identify inefficiencies and opportunities for improvement.
Real-world data modeling: Explore, structure, and model construction-related data, including progress histories and schedules. Build robust datasets and meaningful features.
Collaborate with a dynamic team of talented researchers driving digital transformation in the construction industry.
Requirements:
Adaptability to thrive in a fast-paced startup environment.
4+ years of experience solving algorithmic problems with real-world data in areas such as: Unsupervised learning & clustering, Time-series analysis, Graphs & sequences (graph algorithms, path analysis, community detection)
Strong proficiency in Python (Pandas, NumPy, scikit-learn).
Skilled in handling complex and noisy datasets.
BSc in CS, electrical engineering or similar degrees
Strong product intuition and communication skills: capable of collaborating with diverse teams, translating qualitative challenges into quantitative problem definitions, and clearly articulating trade-offs.
Adaptability to thrive in a fast-paced startup environment.
4+ years of experience solving algorithmic problems with real-world data in areas such as: Unsupervised learning & clustering, Time-series analysis, Graphs & sequences (graph algorithms, path analysis, community detection)
Strong proficiency in Python (Pandas, NumPy, scikit-learn).
Skilled in handling complex and noisy datasets.
BSc in CS, electrical engineering or similar degrees
Strong product intuition and communication skills: capable of collaborating with diverse teams, translating qualitative challenges into quantitative problem definitions, and clearly articulating trade-offs.
This position is open to all candidates.
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.
ירושלים
תל אביב - יפו
בוקר
סבסוד
השמה
10 חודשים
