Principal ai scientist

18 hours ago

Singapore Aon Hewitt Full time

Principal AI Scientist
Aon is in the business of better decisions
At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive, diverse team, and we are passionate about helping our colleagues and clients succeed.
About ACIA
Aon’s Centers for Innovation and Analytics in Dublin and Singapore are at the heart of delivering Aon’s Data & Analytic Services team’s mission to:
Accelerate the rate of innovation through digital solutions to help better respond to clients’ evolving needs
Provide foundational data and analytics capabilities in one place for 50,000 Aon colleagues and our global clients who use our risk and people solutions
Established in 2012, there are over 150 colleagues in Singapore’s Centre today including actuaries, software developers, data scientists, financial analysts and accountants. We are expanding rapidly and looking for dedicated individuals who can leverage emerging technologies and collaborate across Aon’s solution lines to help clients and colleagues make better, data-driven decisions today and tomorrow.
What the day will look like
Lead and mentor a team of AI Scientists and Engineers to deliver high-quality and scalable solutions for NLP and LLMs
Conduct original research and publish in top-tier 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
Building bridges 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
How this opportunity is different
We have an opportunity for a Principal AI Scientist to lead our research and development efforts in natural language processing (NLP) and large language models (LLMs) for the financial services and insurance industry. You will be responsible for designing, implementing, and evaluating novel solutions that leverage state-of-the-art NLP and LLMs, such as GPT-4, Claude, Huggingface, LLa MA, Lang Chain, Llama Index, Pinecone, and others.
You will also collaborate with internal and external stakeholders to identify and address the most impactful and challenging problems in this domain. This role will be both a hands-on role and technical lead on highly visible projects.
The Principal AI Scientist is a unique opportunity to be at the forefront of building world-class AI insurance products with a global organisation whilst working directly with Senior Leadership across Aon. It is an exciting time to join Aon’s centre of excellence where one can have an impact by developing new creative and innovative solutions.
We are keen to contribute and co-create with third parties and Universities, feeding back to open-source community, writing papers etc.
Skills and experience that will lead to success
Masters/Ph D in Computer Science, Computational Linguistics, Artificial Intelligence, Machine Learning, or related field, with a focus on NLP and LLMs
Proven track record of contributions to large AI domain software and data engineering projects relevant to financial services and insurance industry
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 Lang Chain 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
Experience in leading teams of AI Scientists and Engineers
Knowledge of Microsoft AI services desirable
How we support our colleagues
In addition to our comprehensive benefits package, we encourage a diverse workforce. Plus, our agile, inclusive environment allows you to manage your wellbeing and work/life balance, ensuring you can be your best self at Aon. Furthermore, all colleagues enjoy two “Global Wellbeing Days” each year, encouraging you to take time to focus on yourself. We offer a variety of working style solutions, but we also recognise that flexibility goes beyond just the place of work... and we are all for it. We call this Smart Working
Our continuous learning culture inspires and equips you to learn, share and grow, helping you achieve your fullest potential. As a result, at Aon, you are more connected, more relevant, and more valued.
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.
We welcome applications from all and provide individuals with disabilities with reasonable adjustments to participate in the job application, interview process and to perform essential job functions once onboard. If you would like to learn more about the reasonable accommodations we provide, emailReasonable
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