Data Scientist
פורסם לפני 11 ימים · 25 מועמדים
התפקיד במילים פשוטות
התפקיד כולל פיתוח, בדיקה והטמעה של מודלים ללמידת מכונה עם דגש על ניתוח חיזוי וסדרות עתיות. בנוסף, העבודה כוללת מחקר ובנייה של יישומי LLM להתאמה אישית ומערכות המלצה, לצד הקמת צינורות נתונים וניהול מחזור החיים המלא של הפרויקטים מקצה לקצה.
- 2 years of industry experience in Data Science with actual production, working with Machine Learning, or a related field
- B.Sc./M.Sc. in Computer Science, Mathematics, Statistics, Engineering, or a related quantitative field
- Python
- scikit-learn
- Pandas
- LLMs, including fine-tuning, embedding pipelines, vector databases, and RAG
- NLP tasks such as summarization, entity extraction, text classification, or semantic search
- GCP (BigQuery and GCS)
- Docker and containerization
- Deploying models to production environments
חולץ מתיאור המשרה · מתעדכן אוטומטית
למי זה מתאים
התפקיד מתאים לבעלי תואר אקדמי בתחום כמותי וניסיון של שנתיים לפחות בתעשייה במדע נתונים ועבודה עם למידת מכונה בסביבת ייצור, לצד שליטה חזקה בפייתון. הוא פחות יתאים למי שאין לו ניסיון מעשי קודם בפיתוח מודלים והבאתם ל-production.
תיאור המשרה המלא
המשרה המקורית · נשמר לעיוןJoin one of Israel's most established and influential media groups.
TheMarker is Israel's leading financial and business media brand, part of a group with over a century of journalistic excellence and a track record of shaping business discourse in Israel and beyond.
With a loyal, highly engaged readership and a growing digital presence, this is an organization that combines the stability of a market leader with the ambition to keep evolving.
We are looking for a Data Scientist - to adept at designing and implementing predictive algorithms, knows how to lead projects with a results-driven approach, taking an idea from a business question all the way to a working solution in production.
If you're looking for a place that offers meaningful challenges, long-term stability and room to develop your career in AI and data science, this is it.
🔝 What you'll do?
→ Own the full project lifecycle end to end, from business needs to research questions and POCs, through development, deployment, monitoring, and maintenance
→ Develop, test, and deploy machine learning models with a focus on time series forecasting and predictive analytics
→ Research and build LLM-powered applications for personalization, recommendation systems, and internal productivity tools
→ Work with text embeddings, feature engineering, and RAG architectures
→ Refine prompts and evaluate LLM performance to ensure accuracy, safety, and consistency
→ Build robust data pipelines for structured and unstructured data
→ Establish and run A/B testing frameworks to support data-driven decisions
→ Partner with product, engineering, and business teams to present findings clearly and drive action
🏃♂️➡️ Recuirements - What we're looking for?
→ 2 years of industry experience in Data Science with actual production,working with Machine Learning, or a related field- Must
→ B.Sc./M.Sc. in Computer Science, Mathematics, Statistics, Engineering, or a related quantitative field
→ Strong proficiency in Python - Must
→ Hands-on experience with ML frameworks such as scikit-learn, Pandas, CatBoost, and XGBoost
→ Basic knowledge of SQL for data extraction and manipulation
→ Proven experience with predictive modeling and A/B testing methodologies
→ Solid understanding of model training, validation, and statistical analysis
→ Strong analytical skills with genuine attention to detail
→ Demonstrated ownership and accountability for your work
→ Exceptional independent learning capability and a proactive mindset
Advantage - Nice to have 😁
→ Hands-on experience with LLMs, including fine-tuning, embedding pipelines, vector databases, and RAG
→ Experience with NLP tasks such as summarization, entity extraction, text classification, or semantic search
→ Experience with GCP, specifically BigQuery and GCS
→ Familiarity with Docker and containerization
→ Experience deploying models to production environments
→ Familiarity with dbt for data transformation
→ Understanding of responsible AI principles and model evaluation frameworks
Join us
You'll be joining a stable, well-established organization with a long-term vision for how data and AI shape its future, and real opportunities to grow as the team and its impact expand.
📩 CV:careers@thrmareker.com
#DataScientist #MachineLearning #PredictiveModeling#LLM #GenAI #TimeSeries #TechJobsIsrael#DataScienceJobs #MediaTech
שאלות על המשרה
- המשרה לא ציינה שכר. אנחנו מציגים שכר רק כשהמעסיק מפרסם אותו.
- 2 years of industry experience in Data Science with actual production, working with Machine Learning, or a related field, B.Sc./M.Sc. in Computer Science, Mathematics, Statistics, Engineering, or a related quantitative field, Python, scikit-learn, Pandas