ML Solutions Architect - Architecte de solutions ML
Core
Lead high-level design of systems integrating ML models into product suites and act as a technical consultant for customer requirements.
Role type
Senior IC ML Solutions Architect
Builds
Scalable software products integrating ML models with real-time rendering engines
Domain
Robotics, smart grids, precision agriculture, game development, aerospace
Deliverable
production ML models
Required skills
System architecture, API design, message brokers, containerization, compute/memory budgeting, 3D geometry, linear algebra, computer graphics, ML literacy, Build vs. Buy analysis
Preferred skills
Fine-tuning and deploying models, experience in robotics/smart grids/agriculture/games/aerospace
Technologies
Git, Unix shell, Python, C++, C#
Responsibilities
Design software layers for ML model integration with real-time rendering engines, Evaluate customer requirements for off-the-shelf vs. specialized solutions, Build and maintain language-agnostic wrappers/APIs/microservices, Coordinate between technical leadership, customers, and core engineering teams, Decompose product visions into architectural components
Seniority
Senior, hands-on IC
