Scientifique en calcul IA/ML - Fabrication et opérations
Core
Design, develop, and operationalize AI/ML solutions for enterprise clients by combining custom models with cloud and third-party AI services to deliver production-ready results.
Role type
Senior IC Machine Learning Scientist (Production & Operations)
Builds
Production-ready AI/ML solutions integrating custom models, cloud services, and third-party AI
Domain
Enterprise AI, Machine Learning, Cloud Computing, High-Performance Computing
Deliverable
production ML models
Required skills
Machine Learning, Deep Learning, Generative AI, LLMs, Data Pipelines, MLOps, DevOps, Distributed Systems, Big Data, Cloud Computing, Data Preprocessing, System Architecture
Preferred skills
Python, C++, Java, R, SQL, TensorFlow, PyTorch, Edge Computing, HPC, Client Consulting, Stakeholder Management
Technologies
TensorFlow, PyTorch, Cloud platforms, Distributed computing frameworks
Responsibilities
Formulate real-world problems into practical, scalable AI/ML solutions; Develop and implement ML algorithms, models, and systems; Design scalable data pipelines for training and production; Customize and apply Deep Learning and Generative AI models to diverse use cases; Participate in R&D for new AI algorithms and HPC simulations; Work with large-scale datasets and data preprocessing techniques; Implement and maintain efficient data storage and retrieval mechanisms; Justify modeling approaches in business contexts; Collaborate with business and technical teams to achieve project goals.
Seniority
Senior, hands-on IC
