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.
A day in the life:
Use advanced statistics, machine learning, and mathematical approaches to develop highly predictive risk models to improve our underwriting and claims settlement processes.
Assess Fairmatics modeling techniques, identify improvements and communicate results with internal stakeholders, including leadership, to ensure these are incorporated into business processes.
Lead R&D efforts for doing POCs to validate new product ideas and experiments to improve existing predictive models.
Design data collection strategies and their applications for building new products.
Provide technical mentorship to other team members.
Exemplify and foster Fairmatics humble, collaborative and impact-obsessed culture.
What you will need:
MSc/Ph.D. in Statistics, Machine Learning, or a related field, with 5+ years of experience as a data scientist.
High proficiency in statistics, machine learning algorithms, and data manipulation and analysis.
Extensive experience in research-oriented roles, analyzing business problems from a data science perspective, conducting literature research, and implementing and testing solutions.
Expertise in supervised and unsupervised machine learning models (e.g., GLM, GAM, XGBoost, Deep Learning).
A proactive approach to staying updated with the latest developments in AI and incorporating them to enhance existing products.
Hands-on programming experience with Python.
Experience with machine learning frameworks such as Keras or PyTorch, and libraries like scikit-learn and pandas.
Proficiency in SQL.Proficiency in visualizing complex data and extracting actionable insights.
A product-driven mindset with a knack for transforming research outcomes into impactful products.
Excellent communication skills, with the ability to articulate experiment goals and methodologies clearly and communicate insights effectively to the team.
Experience with risk models and insurance companies - Advantage.
Experience with telematics data and solution - Advantage.
Experience in deploying production solutions - Advantage.
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.