Roles & Responsibilities

• Based in Singapore, the regional hub for Asia Pacific (AP) and top-ranked biopharmaceutical company on the Straits Times and Statista’s list of Best Employers in Singapore for two consecutive years (2020, 2021).
• Join the premier biopharmaceutical company that has been in Singapore for more than 25 years and in AP for over 60 years.

WHAT YOU WILL DO

Responsibilities include, but are not limited to:

• Hands-on development of language models for AI systems
• Actively engage in all aspects of model development, from ideation and experimentation to deployment.
• Conduct feasibility studies for use-cases by exploring application of large language models (GPT, LLaMa, BERT etc.) and other NLP technologies
• Deliver AI projects, products and platforms focussed on NLP
• Proactively scan and keep up to date with the AI vendors landscape
• Assist in technical training and mentoring of colleagues
• Participate in internal professional communities of practice and raise AI maturity within the company

WHAT YOU MUST HAVE

To be successful in this role, you will have:

• In-depth experience in Machine Learning, with a particular emphasis on Large Language Models (LLMs) and Generative AI.
• Hands-on code development experience and familiarity with the python scientific computing stacks
• Knowledge of Natural Language Processing techniques and models across syntax and semantics as well as usage of common NLP libraries (NLTK,Spacy)
• Understanding of artificial intelligence research landscape in Natural Language Processing and ability to review research publications
• Ability to communicate and express technical viewpoints to senior stakeholders with succinctness and clarity
• Knowledge of transformer-based models and experience with deep learning frameworks such as TensorFlow, Pytorch etc would be a plus
• Familiarity with developing and deploying within a cloud based infrastructure and services environment a plus
• Domain knowledge in pharmaceutical business areas such as research, clinical, manufacturing, commercial and corporate functions highly regarded

We are proud to be a company that embraces the value of bringing diverse, talented, and committed people together. The fastest way to breakthrough innovation is when diverse ideas come together in an inclusive environment. We encourage our colleagues to respectfully challenge one another’s thinking and approach problems collectively. We are an equal opportunity employer, committed to fostering an inclusive and diverse workplace

Tell employers what skills you have

TensorFlow
Mentoring
Machine Learning
Feasibility Studies
Experimentation
Natural Language Processing
Artificial Intelligence
Semantics
PyTorch
Technical Training
Python
Publications
Scientific Computing
Manufacturing