layiq

/la·yiq/adjective

worthy; deserving; fitting; suitable.

A role, opportunity, or path that merits attention, time, and pursuit.

Physics Applications - Software Engineer at Vinci4d | LAYIQ

8+ years of experience in high-quality software development, with significant experience designing and building production-grade systems.
Prior experience with scientific computing or physics simulators (FEM, FEA, Molecular Dynamics, FDTD), or large-scale machine learning systems.
STEM MSc, PhD preferred but not required.
Demonstrated ability to lead technical initiatives focused on code health, modularity, and system correctness.
Expertise in building robust, tested, and maintainable software libraries and APIs.
Strong proficiency in modern software development practices, including system design, agentic coding, testing frameworks, and continuous integration/delivery (CI/CD).
Have contributed to a production data processing system.
We are very excited to talk with you if you have
Experience building and maintaining core ML, data infrastructure, or numerical computing software (e.g., PyTorch, Numpy, Cuda, distributed systems).
Experience going from early stage prototype moving to a production environment
At a Startup or National Lab
Have leveraged simulation for design or data generation purposes.
Engineering Expectations
Architectural Leadership: Define and uphold rigorous software design standards to ensure the code base remains clean, modular, and scalable in a production environment.
Code Health and Testability: Drive strong CI, comprehensive regression testing, and validation discipline across all components.
Technical Ownership: Capable of independently solving complex architectural problems and taking ownership of core model infrastructure evolution.
Mentorship: Mentor scientists & engineers on best practices, performance optimization, and system design.
Why Vinci
Join a rare early-stage startup that has successfully moved a foundational product from research to real-world, production environments, already serving Tier-1 semiconductor and hardware customers.
Our Mission & Impact
Vinci is building the operator intelligence infrastructure that modern hardware programs rely on daily. We are scaling our solution to accelerate design validation from hours to seconds. You will contribute to expanding our unified model architecture, which currently runs billion-voxel inference, into the transient domain—a key frontier in modeling interactions, deformation, and dynamics. Our ambition is to become the default operator intelligence layer for hardware companies.
Growth & Opportunity

Physics Applications - Software Engineer

Employer job description

We are scaling deployment at industrial magnitude:

What You Will Do

What We’re Looking For

Qualifications:

About this listing