Instructor, Gen AI, Simplilearn (Part time)

Key Responsibilities

• Deliver live, instructor-led online classes
• Conduct hands-on demos, guided practices, and projects
• Explain concepts using real-world use cases
• Address learner queries and ensure engagement

Required Skills & Expertise

• Generative AI & Foundation Models
• Generative AI model types and applications
• VAEs and GANs (architecture, use cases, limitations)
• Transformer-based models and attention mechanisms
• Self-attention and multi-head attention
• Language Models & LLMs
• Language models fundamentals and applications
• Large Language Models (architecture, training, operations, types)
• Retrieval-Augmented Generation (RAG)
• RAG concepts, components, retrievers, and workflows
• Real-world applications of RAG
• LangChain
• LangChain architecture and core components
• Building applications using LangChain
• Prompt, memory, chains, and model integration
• Prompt Engineering
• Prompt fundamentals and optimization
• Zero-shot, few-shot, CoT, Self-Consistency, ToT prompting
• Prompt templates and LangChain prompts
• Prompt engineering applications (data & synthetic data generation)
• Model I/O & Data Handling
• Model I/O (prompts, LLMs, output parsers)
• Document loaders (CSV, PDF, HTML, JSON, Markdown)
• Text splitters and embeddings in GenAI

Qualifications

• 10+ years of experience in Generative AI / NLP / LLMs
• Strong proficiency in Python, LLM frameworks, and LangChain
• Prior online or classroom training experience

Benefits

Compensation: Part-Time Instructors are hourly, non-exempt employees. As such they will be compensated for all time worked. Part-time Instructors can expect to work approximately 8-10 hours per week and should not exceed expected hours without manager approval. The expected compensation for this role for candidates is $50 per hour for candidates who fulfill the qualifications for the role.