Engenheiro AI

📋 Description

• Collaborate with the AI Solutions Architect to convert business requirements into scalable and efficient ML/AI models and pipelines.

• Implement AI models, validating performance and ensuring integration within existing architectures.

• Develop robust data pipelines: collection, processing, model training, and deployment.

• Integrate AI solutions into production environments, adhering to MLOps best practices (monitoring, automation, and scalability), and possessing knowledge of MlFlow or platforms such as AzureML or Google VertexAI.

• Work closely with the commercial and product teams to prototype and validate proposals, delivering iterative and customer-centric solutions.

• Actively participate in assessing technical risks (performance, scalability, security) and collaborate on the implementation of preventive measures.

• Ensure the efficient use of cloud tools (AWS, Azure, GCP) in the development and deployment of solutions.

• Collaborate in creating technical documentation and best practices in alignment with the architect and other stakeholders.

⛳️ Requirements

• Experience in developing and deploying Machine Learning and Deep Learning models.

• Proficiency in programming languages such as Python (TensorFlow, PyTorch, Scikit-learn, Pandas).

• Experience with MLOps and CI/CD tools (MLflow, Kubeflow, Jenkins, GitLab CI).

• Strong experience with SQL and NoSQL databases and query optimization practices.

• Familiarity with cloud computing services (AWS, Azure, or GCP) and containers (Docker, Kubernetes).

• Understanding of system architectures, data pipelines, and best practices for API integration (REST, GraphQL).

• Experience with Generative AI and LLM models (e.g., GPT, BERT).

• Experience in cloud orchestration with tools such as Airflow, Data Factory, Databricks pipelines.

• Experience with Docker, Docker Compose, Kubernetes, or tools like Azure Container Apps (or similar).

• Experience in environments with agile methodologies (Scrum, Kanban).

• Experience collaborating on projects with solutions architects or commercial teams.

🏝️ Benefits

• Position also available for individuals with disabilities (PcD).