Skills Required Proficiency - On a scale of 1-5 (5 being the highest) Design and implement scalable architectures for Generative AI-based applications addressing challenges such as latency, fine-tuning, model monitoring, and cost optimization Strong background in data science, machine learning, and software engineering Hands-on expertise in managing LLMs (e.g., OpenAI, Hugging Face, or custom models). This hands-on leadership position requires extensive technical expertise and experience in managing a diverse, cross-functional team of engineers spanning GenAI App Development, Data Science , Machine Learning , Full Stack , DevOps , Cloud Infrastructure , and API development .