Job Description
Senior AI Scientist role seeks expert in NLP and LLMs to lead design, development, and deployment of cutting-edge solutions for financial services and insurance industry.
Aon, a global organization shaping decisions for the better, is united through trust as one inclusive, diverse team. We are passionate about helping our colleagues and clients succeed.
As a Senior AI Scientist, you will work with a multi-functional team of data scientists, engineers, and domain experts to create innovative products that leverage state-of-the-art NLP and LLMs techniques. You will contribute to the research and development of new methods and applications of NLP and LLMs in the context of finance and insurance.
The role offers direct exposure to Senior Tech Leadership based in Dublin, gaining exposure to impactful projects and products across the global organization.
Key responsibilities:
- Deliver high-quality and scalable solutions for NLP and LLMs
- Conduct original research and publish in credible conferences and journals in the field of NLP and LLMs
- Stay abreast of the latest developments and trends in NLP and LLMs and incorporate them into our products and services
- Establish best practices and standards for NLP and LLMs development and evaluation
- Build links between academia, technology, and third-party industry partners
- Communicate effectively with senior management, clients, and partners to present and explain our solutions and their business value
- Deliver innovative AI solutions that directly make valuable contributions across Aon
Requirements:
- 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
- Designing and developing innovative AI model architectures that leverage principles from encoder/decoders, jointly trained models, Siamese-twin models, VAEs, GANs, etc.
- Adapting and debugging ML systems across different environments, interested in all aspects of machine learning
- Expertise in Transformers, API wrappers like LangChain and Auto-GPT, evaluating LLMs and prompt engineering, semantic search, and embedding-based fine tuning of NLP models
- Possession of a passion for innovation and solving challenging problems with NLP and LLMs
Aon values an innovative, diverse workplace where all colleagues feel empowered to be their authentic selves. Aon is proud to be an equal opportunity workplace.
Aon provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, veteran, marital, domestic partner status, or other legally protected status.