Vinci4D.ai
Simulation Runtime Software Engineer (Senior)
Palo Alto HQ · Senior
Sponsorship not specifiedDetected 41 days ago
Node.jsMachine LearningNLPManual TestingResearchLeadership
About the role
- SIMULATION RUNTIME Mapping a computational problem to a runtime environment is the engine of our product.
- Delivering involves overcoming many challenges; efficient data sharing or customizing inference and math to bespoke runtime hardware.
- The value: making Vinci Simulations run effectively regardless of the hardware: from a single desktop to multi-gpu clusters that span global data center sites.
Responsibilities
- In this role you will design and implement low-latency, scalable solutions to decompose and distribute our production simulations across the most challenging computational boundaries
- Support global, multi-entity deployment across Tier-1 ecosystems
Requirements
- Experience working on High Performance Computing runtime applications
- Experience with any of highly parallel computing frameworks;
- Experience with GPU Programming
- Familiarity with Statistical validation methods
- Familiarity with ML basics
- Experience going from early stage prototype moving to a production environment
- Experience with highly parallel ML training frameworks such as Ray
Benefits
- Expand simulation capabilities to maximize utility and domain coverage
Company info
- Trained on PetaBytes of structured physics data
- Running billion-voxel inference in production
- Tier-1 semiconductor and hardware customers
- Operating across multiple physical scales and operator regimes
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