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Machine Learning Researcher

Fundamental·Israel·en
RemotoTiempo completoArtificial Intelligence ResearchEnterprise Software

Join an AI research team developing machine learning models for enterprise decision-making. Work across the research lifecycle, from exploring new methods to evaluating and deploying models.

Responsabilidades

  • Contribute to ideation, design, implementation, and evaluation of machine learning models for real-world deployment
  • Improve model performance through new architectures and training methods
  • Establish evaluation protocols
  • Develop methods for efficient training and inference
  • Build and maintain research code that supports rapid experimentation and testing

Requisitos

  • Strong familiarity with the full machine learning research cycle
  • Strong software engineering fundamentals
  • Strong Python skills and familiarity with machine learning frameworks
  • Experience with the full lifecycle of AI model development
  • Experience with machine learning infrastructure and tools
  • Experience developing machine learning methods, algorithms, and models
  • Experience with GPUs or TPUs and distributed training
  • Experience scaling models and training regimes
  • Knowledge of classical machine learning methods and deep learning
  • Expertise in at least one area: tabular models, time-series models, relational foundation models, structured data, or large-scale foundation models

Se valora

  • Published research at AI conferences
  • Contributions to open-source machine learning projects
  • Experience with tabular data or predictive analytics
  • A high Kaggle ranking
  • A bachelor's, master's, or doctoral degree in computer science or machine learning

Beneficios

  • Competitive salary and equity
  • Health coverage for employees and dependents
  • Paid parental leave, including for adoptive and surrogate journeys
  • Relocation support for moves to an office location
  • Mission-driven culture that values diverse perspectives and ownership

Compatibilidad

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