Computational Scientist
Core
Lead the evolution of a distributed modeling platform for large-scale machine learning, AI, structural econometric, and simulation models serving commodity industries.
Role type
Senior IC computational scientist (HPC & AI)
Builds
Distributed modeling platform for commodity transaction decision-making
Domain
Commodity industries (food, agriculture, natural resources) + HPC + AI
Deliverable
production ML models
Required skills
HPC and distributed computing frameworks, probability and simulation, algorithms and numerical linear algebra, time series and econometric models, agents and LLMs, Python, Rust
Preferred skills
Ability to learn quickly and master multiple fields, technical writing
Technologies
AWS, Python, Rust
Responsibilities
Study application flow from data to models to simulations to display, diagnose performance bottlenecks, design algorithmic and HPC infrastructure solutions, implement solutions in Python/Rust code base, advise and mentor science and software engineering staff
Seniority
Senior, hands-on IC with mentorship
