Generative AI Architect
1 week ago
Key Responsibilities:
- Define and own the architecture strategy for Generative AI and LLM-based solutions across multiple business domains.
- Evaluate, select, and integrate AI frameworks, models, and platforms (e.g., OpenAI, Azure OpenAI, Vertex AI, Claude, Llama, etc.).
- Architect and deploy end-to-end AI pipelines, including data ingestion, model training, fine-tuning, and inference.
- Lead RAG (Retrieval-Augmented Generation), prompt engineering, and context management design for enterprise-grade solutions.
- Collaborate with data engineering teams to design scalable data architectures that support AI workloads.
- Drive POCs and pilot projects to assess model performance, latency, and cost efficiency.
- Ensure compliance with AI governance, ethics, and data privacy standards.
- Mentor and guide engineering teams in best practices for AI system design, MLOps, and deployment.
- Stay abreast of emerging trends in Generative AI, deep learning, and NLP to continuously enhance solution design.
Required Skills & Qualifications:
- Bachelors or Master's degree in Computer Science, Artificial Intelligence, Data Science, or related field.
- 12–15 years of total experience in software development, architecture, or AI engineering — with at least 3–5 years in AI/ML solution design.
- Proven expertise in Generative AI, NLP, and LLM-based architectures.
- Hands-on experience with transformer models (e.g., GPT, Llama, Claude, Mistral, etc.) and frameworks such as LangChain, LlamaIndex, Hugging Face Transformers.
- Strong proficiency in Python, with exposure to PyTorch, TensorFlow, or JAX.
- Experience integrating AI systems with cloud platforms — AWS Sagemaker, Azure AI, or Google Vertex AI.
- Familiarity with vector databases (Pinecone, FAISS, Chroma, Milvus) and embedding models.
- Understanding of microservices architecture, APIs, and containerization (Docker/Kubernetes).
- Excellent understanding of data engineering, model lifecycle management, and MLOps practices.
- Strong leadership, communication, and stakeholder management skills
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