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Fundamental

The Power to Predict. See the future in your data.

Applied AI Engineer

AI EngineerMachine Learning EngineerFull TimeRemoteSeniorTeam 51-200Since 2024H1B No SponsorCompany SiteLinkedIn

Location

Israel

Posted

27 days ago

Salary

0

Seniority

Senior

Bachelor DegreeEnglishPythonRust

Job Description

Applied AI Engineer

Fundamental

• Take part in development and optimization of a large neural network-based tabular model implemented in Python • Profile training and inference pipelines to identify performance bottlenecks • Rewrite critical components in Rust (via PyO3 or custom extensions) where Python limits us, with C++ (via PyBind11 or custom extensions) as a secondary option where appropriate • Improve memory efficiency, latency, and throughput across model pipelines • Ensure correctness, numerical stability, and reproducibility as the model evolves • Collaborate with ML researchers on productionizing new capabilities • Maintain clean abstractions, comprehensive tests, and clear documentation • Shape architectural decisions for our ML systems handling tabular data

Job Requirements

  • Strong software engineering fundamentals with expert-level Python and Rust
  • Hands-on experience bridging Python and Rust (PyO3, maturin, or custom extensions)
  • Working proficiency in C++ and experience bridging Python and C++ (PyBind11, Cython, or custom extensions)
  • Experience developing and maintaining ML models in production
  • Strong understanding of neural networks
  • Track record of optimizing performance-critical code
  • Strong profiling and debugging skills (CPU, memory, latency)

Benefits

  • Competitive compensation with salary and equity
  • Comprehensive health coverage, including medical, dental, vision, and 401K
  • Paid parental leave for all new parents, inclusive of adoptive and surrogate journeys
  • Relocation support for employees moving to join the team in one of our office locations
  • A mission-driven, low-ego culture that values diversity of thought, ownership, and bias toward action

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