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Data Scientist

ICE·Israel·
Not specifiedFull-timeData ScienceFinancial Services

Support enterprise data, analytics, and AI automation by developing machine learning models, LLM-powered agents, and production data workflows.

Responsibilities

  • Analyze and model structured and unstructured data using Python.
  • Design, train, evaluate, deploy, and monitor machine learning models.
  • Build and orchestrate LLM-based agents, RAG pipelines, prompts, and evaluation frameworks.
  • Integrate models and agents with internal systems using MCP and workflow automation platforms.
  • Write maintainable SQL for analysis, reporting, and data exploration.
  • Collaborate with data engineers on production data flows, logging, alerting, and performance tuning.
  • Develop internal tools and dashboards for data and AI access.
  • Share analytical findings and assess emerging AI tools.

Requirements

  • At least 3 years of experience as a Data Scientist, Machine Learning Engineer, or similar analytical professional.
  • Strong Python programming skills and experience with pandas, NumPy, scikit-learn, PyTorch, or TensorFlow.
  • Solid knowledge of statistics and machine learning, including feature engineering, model selection, validation, and result interpretation.
  • Hands-on experience with LLMs and agentic AI, including prompt engineering, RAG, tool or function calling, and agent frameworks.
  • Advanced SQL proficiency and experience with large-scale databases such as PostgreSQL, MSSQL, or Oracle.
  • Experience supporting model training, inference, and evaluation pipelines in production.

Nice to have

  • Background in finance, trading systems, or financial market data.
  • Experience with MCP servers and clients.
  • Experience with n8n, Airflow, or similar workflow orchestration platforms.
  • Experience with data visualization and business intelligence tools.
  • Exposure to real-time processing technologies such as Kafka or Spark Streaming.

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Data Scientist for Machine Learning and Agentic AI | CVZilla