Analista de Dados e IA Pleno
Core
Develop ML and Generative AI models, build data pipelines, and create APIs to deliver AI solutions for business challenges.
Role type
Mid-level Machine Learning Engineer (Generative AI)
Builds
Production ML models, data processing pipelines, and AI services/APIs
Domain
Professional services, Data Science, Generative AI
Deliverable
production ML models
Required skills
Python, SQL, Distributed data processing (Databricks, Spark), Supervised/Unsupervised learning, Statistics, Time series analysis, NLP, Generative AI (LLMs, RAG, Agents, Prompt Engineering), REST APIs, Code versioning, Production deployment & monitoring
Preferred skills
Microservices architecture, Docker, Kubernetes, Messaging (Kafka, RabbitMQ), Cloud platforms (Azure, AWS, GCP), CI/CD pipelines, Azure DevOps/GitHub Actions, Application observability, MLflow
Responsibilities
Develop ML and Generative AI models for business challenges, Build data pipelines and analytical processing, Develop APIs and services for model deployment, Define scalable architectures for AI solutions, Implement code quality, monitoring, governance, and MLOps practices, Partner with business and technical teams to generate value through data and AI
