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Data Scientist

Nogamyמחוז המרכז, ישראללא צויןFull-timeדרגה: לא צוין

פורסם שלשום · 0 מועמדים

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תובנת Willbi
חובה
  • 3+ years of experience developing models in Data Science / Machine Learning, with strong hands-on expertise in Classic ML
  • Significant hands-on experience in NLP, including open-source models, Transformers, BERT, LoRA, and SFT
  • 1+ year of proven hands-on experience developing Generative AI agents, including tool calling and prompt optimization techniques
  • 3+ years of professional experience with Python
  • 3+ years of professional experience with SQL
יתרון
  • Experience with technologies such as Spark, Elasticsearch, Kafka, Redis, and vLLM
  • Master’s degree in a relevant field

חולץ מתיאור המשרה · מתעדכן אוטומטית

תיאור המשרה המלא

המשרה המקורית · נשמר לעיון

Looking for your next challenge in Data Science?

We are looking for a talented Data Scientist to join our team and develop and deploy data-driven solutions using both tabular and textual data. The role combines classic Machine Learning with advanced technologies from the Generative AI space, while working closely with a wide range of business and technology stakeholders across the organization.

Key Responsibilities

• Lead end-to-end data science projects, from defining the business problem and solution requirements to establishing KPIs, developing models, and deploying solutions to production.

• Develop and implement Machine Learning and NLP models, including processing text from diverse sources for tasks such as classification, information extraction, and retrieval.

• Design and build advanced Generative AI solutions, including intelligent Agents and workflows, MCP servers, context management, and RAG architectures.

• Own model evaluation and observability, including extracting business insights, conducting in-depth error analysis, and monitoring model performance.

• Work with Big Data and ML infrastructure, including technologies such as Elasticsearch, Kafka, Spark, Redis, and vLLM.

• Collaborate closely with Data Engineers, Analysts, and domain experts to create scalable solutions that deliver measurable business value.

Requirements

• 3+ years of experience developing models in Data Science / Machine Learning, with strong hands-on expertise in Classic ML – required.

• Significant hands-on experience in NLP, including working with open-source models and a strong understanding of Transformers, BERT, LoRA, and SFT – required.

• 1+ year of proven hands-on experience developing Generative AI agents, including tool calling and prompt optimization techniques – required.

• 3+ years of professional experience with Python and SQL, with a high level of proficiency – required.

• Experience taking code to production, including CI/CD, Git, and development/QA/production environments using technologies such as Docker – required.

• Experience with technologies such as Spark, Elasticsearch, Kafka, Redis, and vLLM – an advantage.

• Master’s degree in a relevant field – an advantage.

• Strong self-learning and research skills.

• Excellent communication and presentation skills, with the ability to present to diverse audiences.

• Strong critical thinking and analytical problem-solving abilities.

אודות Nogamy
פרופיל החברה · בקרוב

ביקורות עובדים · בקרובעוד משרות ב-Nogamy

שאלות על המשרה

  • המשרה לא ציינה שכר. אנחנו מציגים שכר רק כשהמעסיק מפרסם אותו.
דומות וקשורות
Nogamy
פורסם שלשום · 0 מועמדים
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