Senior AI Scientist

at  Aon Corporation

SKILLS AND EXPERIENCE THAT WILL LEAD TO SUCCESS

• A PhD or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field
• Experience in NLP and LLMs, with a consistent record of publications, patents, or open source contributions in these domains
• Strong programming skills in Python with experience in applying NLP and LLMs to various tasks and domains relevant to finance and insurance, such as text analysis, information extraction, document understanding, natural language generation, question answering, conversational agents, etc.
• Designing and developing innovative AI model architectures that leverage principles from encoder/decoders, jointly trained models, Siamese-twin models, VAEs, GANs, etc. You will also be involved in advanced training methods such as GPT and Diffusion and developing/refining learning objectives including self-supervision
• You’ll be skilled in adapting and debugging ML systems across different environments, interested in all aspects of machine learning, such as parameter efficient adaptation of large language and vision models
• You will have acquired expertise in Transformers, be experienced with API wrappers like LangChain and Auto-GPT, have experience in evaluating LLMs and prompt engineering, semantic search, and embedding-based fine tuning of NLP models such as those in Sentence Transformers
• A passion for innovation and solving challenging problems with NLP and LLMs

Please refer the Job description for details