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Analista de Sistemas Sr (Gen IA )

March, 19

  • usaBrasil
  • usaEfetivo
  • usaData Hub Squad Engenharia - Ingestão
  • usaRemote
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Overview: - Focus on developing the new AI Generative Platform for BV. - Accelerate IA Generative initiatives through mentorship, technical analysis, and deployment guidance. Key Responsibilities: - Design, implement, and deploy pipelines for AI Generative applications, ensuring scalability, performance, and security. - Develop Python solutions for automation and large-scale data processing. - Integrate data and models into Google Cloud Platform services. - Collaborate with data scientists to optimize IA Generative applications and establish robust experimentation and validation processes. - Implement GenAIOps systems, applying CI/CD practices and model monitoring. - Utilize Vertex AI, GKE, Cloud Functions, and Cloud Run for data processing and model building. - Identify process improvement opportunities and propose innovative tech-based solutions. - Enforce governance and traceability for language modeling, applying compliance and security practices. Requirements/Skills/Qualifications: - Strong Python development skills, including Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch. - Experience with Google Cloud Platform products, especially GKE, Cloud Run, Cloud Functions, and Vertex AI. - Knowledge of CI/CD tools like GitLab CI, Jenkins, etc. - Familiarity with MLOps, including model monitoring, retraining, and tracking. - Experience with model versioning and experiment frameworks like MLflow. - Understanding of containerization and orchestration (Docker, Kubernetes). - Knowledge of REST APIs and microservices. - Experience with SQL and NoSQL databases. - Certification in Google Cloud Platform (e.g., Machine Learning Engineer or Data Engineer). - Experience with modern IA Generative data architectures. Compensation & Benefits: - (No specific details provided) (Note: Compensation & Benefits section is intentionally left blank as per the instructions.)
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