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.
We're looking for a Senior Data Scientist to join our team. You will work on the core logic of our ad-tech system - from conversion optimization and auction strategies to automated creative generation. This is a role for a pragmatic researcher who acts as a full-stack DS for offline pipelines and a solution designer for real-time logic. You don't just train models; you investigate complex system behaviors, find root causes of anomalies, and ensure your solutions deliver real business impact.
Our Tech Stack
- Languages: Python, SQL
- Data Processing: Databricks
- ML Frameworks: PyTorch
Job Responsibilities
- Contribute to the development of the ML framework for conversion rate optimization and auction bidding strategies.
- Design and build robust offline data pipelines for feature engineering, model training, and analytics.
- Build the logic and pipelines for the automated creative generation system and landing page optimization (leveraging GenAI tools).
- Investigate system anomalies (e.g., prediction biases in specific geos, traffic quality issues) and identify root causes in complex environments.
- Design and analyze A/B tests to validate hypotheses and measure system performance.
- Work on diverse tasks, including Anti-fraud, LTV prediction, and User Context analytics.
Job Requirements
- 5+ years of experience in Data Science and Machine Learning.
- Strong proficiency in Python and SQL.
- Solid mathematical foundation (probability, statistics, ML theory) - you understand the "why" behind the algorithms.
- Experience building end-to-end ML pipelines (from data extraction to model evaluation).
- Strong problem-solving skills: ability to debug complex systems with interdependent variables (e.g., diagnosing over-prediction or data drift).
- Ability to deliver results: from independent research to production-ready pipelines or clear engineering specs.
- B.Sc. / M.Sc. in Computer Science, Mathematics, Physics, or equivalent practical experience
Nice to Have:
- Ad-Tech experience is a major plus
- Experience with PyTorch or similar deep learning frameworks.
- Experience with Databricks / Spark.
What We're Looking For
- Results Matter: You don't ship just to close tickets. You know that if a sophisticated model loses to a simple offset, it’s a failure. You build solutions that actually work - and we will make sure your impact will be real.
- Analytical detective: You thrive on finding the hidden reasons why a model behaves unexpectedly in production.
- Ownership mentality: You see features through from idea to production
- Pragmatic Solver: You know when to use a simple regression and when to apply deep learning.
- Collaborative Owner: You work effectively within the DS team and provide clear, verifiable requirements to engineers.
- Comfortable with Ambiguity: You can navigate a fast-moving environment where requirements evolve.
Who we are:
At MediaForce, we’re a team that thrives on collaboration, trust, and mutual support. As a fast-growing, global ad-tech company, we’re committed to fostering a culture where every individual is valued and empowered to contribute, without the politics or endless approval chains. We believe in creating an open, innovative, and performance-driven environment where ideas can flourish, and everyone can make an impact. If you're looking for a place where you can grow, connect, and be part of a dynamic team, we’d love to meet you. Come be part of the force!
Job Benefits
• Be part of a global team that’s talented, fun, and driven.
• Enjoy a work-life balance with our flexible hybrid working model.
• Free gym membership conveniently located in our building.
• Fun company events, team building, holiday celebrations, and happy hours
• Be part of something that matters - Community support & volunteering initiatives
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.
שאלות ותשובות עבור משרת Senior Data Scientist
מדען נתונים בכיר ב-MediaForce יהיה אחראי לתרום לפיתוח מסגרת ה-ML לאופטימיזציית שיעורי המרה ואסטרטגיות הצעות מחיר במכירות פומביות. התפקיד כולל גם תכנון ובניית צינורות נתונים חזקים לאופליין, בניית לוגיקה וצינורות למערכת יצירת קריאייטיבים אוטומטית, חקירת חריגות מערכת וזיהוי גורמי שורש, ותכנון וניתוח בדיקות A/B לאימות השערות ומדידת ביצועי המערכת.
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