Senior Systems Analyst (Generative AI) - Remote

Overview

This opportunity aims to work on the development of the new Generative AI Platform at BV, accelerating generative AI initiatives, providing mentorship, technical analysis, and guidance on deploying generative AI applications.

In Short

• Design, implement, and deploy pipelines for generative AI applications ensuring scalability, performance, and security.
• Develop solutions in Python for automation and large-scale data processing.
• Integrate data and models on Google Cloud Platform (BigQuery, Vertex AI, AI Platform, etc.).
• Collaborate with data scientists to optimize generative AI applications and create robust processes for experimentation and validation.
• Work on systems based on GenAIOps, implementing CI/CD practices and model monitoring.
• Utilize tools like Vertex AI, GKE, Cloud Functions, and Cloud Run for data processing and large-scale model building.
• Identify opportunities for process improvement and propose innovative solutions based on generative AI technology.
• Ensure governance and traceability of language models, applying compliance and security practices.

Requirements

• Solid experience in development with Python, including libraries like Pandas, NumPy, Scikit-learn, TensorFlow, or PyTorch.
• Experience with Google Cloud Platform (GCP) products, especially GKE, Cloud Run, Cloud Functions, and Vertex AI.
• Knowledge of CI/CD practices and tools like GitLab CI, Jenkins, or similar.
• Familiarity with MLOps, including monitoring, retraining, and tracking models.
• Experience using frameworks and platforms for model versioning and experiments, such as MLflow or similar.
• Knowledge of containers and orchestration (Docker, Kubernetes).
• Knowledge of REST APIs and microservices.
• Understanding of relational and non-relational databases, such as SQL and NoSQL.

Benefits

• Certification in Google Cloud Platform (such as Professional Machine Learning Engineer or Data Engineer) is desirable.
• Experience with modern data architectures for generative AI.