Hana Institute of Technology

Careers

Opportunity at Hana Institute of Technology
HFG offers opportunity for growth as innovative financial leaders.

Passionate technology experts
People with technological expertise
and passion for their work
Evolving researchers
People tireless in their efforts to
learn and engage in research as a
means of staying on top of the
latest technologies
Flexible team players
People communicating positively
with customers and colleagues to
produce high-quality outcomes

Required tasks: Big data analysis and algorithm modelling; Big data analysis and predictive model development; Big data business model development

Required tasks: Analyze financial data/investment strategies and research market forecasting algorithms; Research investment strategies using quantitative analysis and AI technology; Research market forecasting using quantitative analysis and AI technology

Required tasks: Research finance-specific AI modelling platforms; Research software engineering methodology for data analytics modelling; Design data analysis modelling frameworks; Research machine learning, deep learning fast parallel processing algorithms; Research and develop machine learning model service platform; Research and develop software for cloud-based large-scale distributed parallel processing platform structure

Required tasks: Investment strategy modelling / platform design / prototype development; Advance retention backtesting system; Design statistical validation system; Design strategy stability testing platform; Create platform structure and operating guidelines, etc.; Collect / load / pre-process financial data; Repackage & deploy project results

Required tasks: Research computer vision-related technologies and development of services; Generation services for people and objects; Detection/recognition services using deep learning; Research precedent technology in other computer vision fields

Required tasks: Research and develop AI services in natural language processing; Conversational AI technologies, such as question answering, machine reading, dialogue models, natural language understanding (NLU), and natural language generation (NLG); Natural language processing (NLP)-based technologies such as morphological analysis, entity name recognition, and parsing; Text mining technologies, such as information extraction, reputation analysis, document summary, document classification, and topic modelling; Finance-specific pre-learned language model (PLM)-building technology; Preceding research in natural language processing

Required tasks: Research and develop AI services for information retrieval; Information search modelling and search engine design; Text similarity and ranking algorithms; Keyword extraction, cleansing, and similarity ranking algorithms; Data collection, cleansing and structuring; Preceding research in information retrieval such as Neural IR

Required tasks: Intelligent Knowledge-based System; Research and develop intelligent knowledge support systems based on financial data; Ontology-based knowledge modelling and construction of knowledge base

Required tasks: Establish the direction of UX improvement for various financial systems based on UX research; Design and implement the most appropriate research to solve research questions; Research UX-related literature and market trends to derive insights; Spread and educate a user experience-centered work and decision-making culture

Required tasks: Research and develop core blockchain technologies, such as distributed ledger, blockchain key management, and digital asset wallet; Design and implement seamless asset and data transfer services between blockchain platforms; Research domestic and international digital asset market trends

Required tasks: Research digital mega trends; Analyze and research financial industry’s DT strategies and impact on the economy and industry; DT technology task planning and technology roadmap research; Establish mid- to long-term vision and HR strategy for the institute; Manage research performance and quality control processes