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Data Scientist

DSG.AI·Israel·en
Not specifiedFull-timeData ScienceEnterprise Software

Join an AI solutions company as a hands-on Data Scientist developing production-ready classical machine learning, Generative AI, and agentic systems. The role covers the full lifecycle from data preparation and modeling through deployment, monitoring, and validation.

Responsibilities

  • Build and deploy regression, classification, clustering, and time-series forecasting models.
  • Develop LLM and agentic solutions using prompts, fine-tuning, retrieval-augmented generation, embeddings, and reranking.
  • Design, refine, constrain, and evaluate harnesses for AI agents and LLM workflows.
  • Translate business needs into robust machine learning and Generative AI solutions.
  • Use AI coding assistants to prototype, build, and validate production-ready systems.
  • Deploy and monitor models and APIs in cloud environments.
  • Work with engineering and DevOps teams on CI/CD and MLOps.
  • Perform statistical analysis, hypothesis testing, and model validation.

Requirements

  • Master’s degree in Computer Science, Information Systems, Data Science, or a related field.
  • At least 3 years of Data Science or machine learning experience, including production deployment of classical ML and LLM solutions.
  • Strong Python and SQL skills, including experience with scikit-learn and PyTorch.
  • Hands-on experience with LLM and agentic workflows, including harness engineering.
  • Experience with AI-assisted development tools such as Claude Code, Codex, Cursor, or GitHub Copilot.
  • Experience with APIs, MLOps, and cloud platforms such as Azure, AWS, or GCP.

Nice to have

  • Experience leading Data Science projects or small teams.

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