Conseiller(ère) principal(e)- Ingénierie IA
Required skills
Python, PyTorch, Hugging Face Transformers, TRL library, DeepSpeed, Accelerate, FSDP, vLLM, W&B or MLflow, LangChain, AutoGen, Machine Learning Engineering, Data Engineering, Applied Research, Reinforcement Learning, Natural Language Processing, Generative Modeling
Preferred skills
Human Feedback Reinforcement Learning, AI Feedback Reinforcement Learning, Cloud Frameworks (GCP, AWS, Azure), Open Source Contributions, Model Scaling Laws, Model Evaluation Metrics
Technologies
Hugging Face, TRL, DeepSpeed, Accelerate, FSDP, vLLM, Weights & Biases, MLflow, LangChain, AutoGen, PyTorch, TensorFlow, JAX
Responsibilities
Design AI-focused solutions, Research and prototype generative AI applications, Establish evaluation frameworks, Generate reports on model accuracy and drift, Debug and optimize AI applications, Train and fine-tune large language models, Manage training workflows, Optimize training and inference, Design ML operations pipelines, Ensure data privacy and security compliance, Write technical documentation
Seniority
Mid-Senior Level (3+ years experience)
Domain
Artificial Intelligence, Generative AI, Machine Learning