Algorithm Engineer

A cutting-edge Deep-Tech startup operating at the intersection of AI, Mathematical Modeling, and Biotechnology.

The company develops an advanced platform combining Machine Learning, numerical optimization, and mechanistic models to optimize and accelerate the development and production of proteins and biological materials.

Backed by top-tier venture capital funds and the Israel Innovation Authority (IIA), the company is executing advanced POCs with leading global Pharma and Food-Tech corporations. The company operates with a high-caliber core team in Israel.

Located in the Shfela region , operating on a hybrid work model with 2 days WFH per week.

Role Description-

• Joining as a core member of the Founding R&D Team, reporting directly to the leadership team, driving hands-on algorithmic innovation in Scientific ML and Optimization.
• Developing hybrid algorithmic models combining physical/mechanistic principles with Machine Learning architectures (PINNs, Neural ODEs).
• Solving complex problems in Numerical Optimization, Optimal Control, Uncertainty Quantification, and Stochastic Simulation.
• Building enterprise-grade Agentic Platforms, AI agent architectures (LangGraph, Claude Agents SDK), and production data pipelines in cloud environments (AWS/GCP, Docker, CI/CD).
• Translating complex scientific and biological domain requirements into production-ready algorithmic capabilities.

Requirements-

• M.Sc. or Ph.D. in Computer Science, Applied Mathematics, Physics, Electrical Engineering, Bioengineering, or a related exact science discipline – Mandatory
• 3 years of hands-on experience as an Algorithms Engineer / Applied Researcher / Data Scientist / Scientific ML Specialist – Mandatory
• Proven experience in Numerical Optimization, Optimal Control, Mathematical Modeling, or Algorithmic Modeling – Mandatory
• Strong hands-on background in developing end-to-end Machine Learning algorithms – Mandatory
• Hands-on experience with production-grade engineering, Cloud platforms (AWS/GCP), containerization (Docker), and modern Agentic AI frameworks – Advantage