Group Technology and Operations (T&O) enables and empowers the bank with an efficient, nimble and resilient infrastructure through a strategic focus on productivity, quality & control, technology, people capability and innovation. In Group T&O, we manage the majority of the Bank’s operational processes and inspire to delight our business partners through our multiple banking delivery channels.
Our goal is to build T&M NLP core engine to handle all T&M related ML use cases, e.g, sentiment analysis, text summarization, classification, NER, trade info extraction, etc. We have extended BERT base vocabulary with T&M domain specific words, and completed T&M BERT pre-training with training dataset of 5,000,000 plus T&M documents. Our next milestone is to build a generic T&M NER engine to extract trades details from free-text documents, e.g, emails, chats, pdf, etc. The traditional NER engine, i.e, Spacy, could only recognize the default entities, but not able to understand the trades entities, e.g, forex rate, settlement date, coupon rate, counterparty, etc.
We offer a competitive salary and benefits package and the professional advantages of a dynamic environment that supports your development and recognises your achievements.