外商資本額179億2700萬員工人數700人
1. Data and AI use case development to boost customer experience and increase sales.
-Technically support on-cloud AI-based use cases, for example insurance product virtual agent.
-Support predictive model development using statistical and machine learning techniques, such as up-sale, cross-sale, look-alike models.
2. Data governance management.
-Organize data-governance projects (e.g., data dictionary, data quality, data security, data standards, business rules, etc.).
-Advocate for governance and improved data management.
3. Cross-functional collaboration.
-Collaborate with upstream business teams for data use-case identification and with downstream IT teams for technical evaluation to realize Data/AI projects from concept to implementation.
-Resolve issues escalated by Data Governance stakeholders.
Required:
1. 5+ years of experience with Natural Language Processing (NLP), Large Language Models (LLMs), RAG, and machine learning. Understanding of deployment and maintenance lifecycles of such models with MLOps.
2. Implementation experience on Google Cloud Platform products, including BigQuery and VertexAI.
3. Bachelor’s degree or above in informatics, statistics, mathematics, business, physics, or other data-science related fields with quantitative focuses.
4. Expertise with SQL, Python, and R.
5. Experience with handling structured data with relational databases and unstructured data.
6. Strong communication and problem-solving skills.
Preferred:
1. Experience in financial service industry; familiar with related data regulation compliance.
2. Fluent English communication.