3+ years of experience in AI/ML development, focusing on generative models (e.g., transformers, diffusion models, GANs).
" Proficiency with Python and relevant ML/DL frameworks (PyTorch, TensorFlow, Hugging Face Transformers, etc.).
" Hands-on experience with Microsoft Azure, including Azure Machine Learning, Azure OpenAI Service, Azure Cognitive Services, and Azure Data services.
" Expertise in data engineering and preprocessing using Azure Data Factory, Data Lake, or Synapse Analytics.
" Knowledge of containerization and orchestration (Docker, Kubernetes, AKS).
" Experience deploying, monitoring, and scaling AI/ML models in production environments.
" Understanding of Responsible AI concepts, including fairness, interpretability, and privacy.
" Excellent problem-solving skills and ability to work collaboratively in cross-functional teams.
" Strong written and verbal communication skills.
Desirable Skills
" Prior experience working with Azure OpenAI models (e.g., GPT-4, DALL-E, Codex) and custom fine-tuning on Azure platforms.
" Familiarity with API development (REST, GraphQL) and microservices architecture.
" Experience with vector search (Azure Cognitive Search, Pinecone, etc.) and RAG (Retrieval-Augmented Generation) pipelines.
" Knowledge of MLOps best practices, including CI/CD, model versioning, and automated retraining workflows.
" Exposure to enterprise security requirements and compliance standards in cloud environments.
" Participation in open-source AI/ML projects or contributions to the broader AI community
Any Gradute