IA Machine Learning - ML Experto
Core
Design and implement scalable enterprise Machine Learning and LLM architectures, defining AI strategies and MLOps/LLMOps practices.
Role type
Senior IC Machine Learning Architect (LLMs)
Builds
Scalable ML/LLM solutions, data pipelines, and model APIs
Domain
Enterprise AI, Large Language Models, Cloud Infrastructure
Deliverable
production ML models
Required skills
Python, TensorFlow/PyTorch, LangChain, MLOps/LLMOps, AWS, Terraform, Spark, Airflow, Kafka, FastAPI
Preferred skills
Distributed training, RAG/embeddings design, A/B testing frameworks, CI/CD pipelines
Technologies
Python, TensorFlow, PyTorch, FastAPI, LangChain, Lflow, Kubeflow, AWS, Terraform, CloudFormation, Spark, Athena, Glue, Airflow, Prefect, Kafka, Kinesis, CloudWatch
Responsibilities
Define scalable ML/LLM architectures; Implement MLOps/LLMOps practices; Design embedding and RAG solutions; Execute distributed model training; Establish evaluation frameworks; Define AI security and governance guidelines; Optimize data and ML pipelines; Productivize models via APIs.
Seniority
Senior, hands-on IC