LIFT Implementation Expert - AI

Must Have Skills:

1. Extensive knowledge of large language models, natural language processing techniques and prompt engineering.
2. Experience in testing and validation processes to ensure the models' accuracy and efficiency in real-world scenarios.
3. Experience in design, build, and deployment of innovative applications utilizing Gen AI technologies such as RAG (Retrieval-Augmented Generation) based chatbots or AI Agents.
4. Proficiency in programming using Python or Java.
5. Familiarity with Oracle Cloud Infrastructure or similar cloud platforms.
6. Effective communication and presentation skills.
7. Analyzes problems, identifies solutions, and makes decisions.
8. Demonstrates a willingness to learn, adapt, and grow professionally.

Good to Have Skills:

1. Experience in LLM architectures, model evaluation, and fine-tuning techniques.
2. Hands-on experience with emerging LLM frameworks and plugins, such as LangChain, LlamaIndex, VectorStores and Retrievers, TensorFlow, PyTorch, LLM Cache, LLMOps (MLFlow), LMQL, Guidance, etc.
3. Proficiency in databases (e.g., Oracle, MySQL), developing and executing AI over any of the cloud data platforms, associated data stores, Graph Stores, Vector Stores and pipelines.
4. Understanding of the security and compliance requirements for ML/GenAI implementations.

Career Level - IC2/IC3