
AI Innovation Leader
23 hours ago
About this role:
We are on an exciting journey of digital transformation driven by a commitment to engineering excellence and analytics. Our team is dedicated to solving real-world challenges in the insurance industry.
Your key responsibilities will include leading the design, development, and deployment of Large Language Model (LLM) models and General Artificial Intelligence (Gen AI) applications.
Required skills and qualifications:- Strong foundational knowledge in traditional machine learning and deep neural networks.
- Leverage Azure AI services to build and deploy AI/Gen AI applications.
- Demonstrate strong proficiency in Python and experience with machine learning libraries and frameworks such as TensorFlow, PyTorch, and Keras.
- Hands-on experience with LlamaIndex, LangChain, or equivalent frameworks.
- Rich experience in designing, developing, and deploying advanced Retrieval-Augmented Generation (RAG) based Gen AI solutions.
- Strong understanding of LLMs, vector databases, and embedding techniques.
- Evaluate and implement different embedding models and chunking strategies.
- Design and implement agentic AI systems that can autonomously perform tasks and interact with other systems or users effectively.
- Experience in applying advanced fine-tuning methods to optimize open-source models for specific tasks.
- Familiarity with CI/CD pipelines and tools such as Jenkins and Github Actions.
- Collaborate with data engineers to ensure efficient data collection and management for AI applications.
- Provide technical leadership and mentorship to a team of developers, ensuring best practices in Gen AI development.
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