[Data Scientist] Principal Data Scientist - SG
Agoda · Singapore
Full-timeonsiteleadEngineeringTechnology
รายละเอียดงาน / Description
Based in Singapore, this role leads the intelligence behind Agoda's generative AI trip assistant across vast travel inventories. You will build and scale advanced agent systems, design rigorous evaluation frameworks, and optimize models for live booking journeys. Working across machine learning, product, and engineering, you will directly influence technical direction while shaping customer-facing planning tools.
หน้าที่ความรับผิดชอบ / Responsibilities
- Direct the core intelligence of the AI assistant, covering intent detection, memory, and tool integration
- Construct robust offline evaluation suites, automated assessment pipelines, and online experiment setups
- Balance competing metrics including model accuracy, response latency, operational expenses, and uptime
- Deploy machine learning prototypes rapidly to production and iterate using actual user signals
- Define technical standards and development practices for agentic AI applications
- Provide technical mentorship and guidance to team data scientists
คุณสมบัติ / Qualifications
- Deep foundation in statistical modeling, experiment design, and causal evaluation
- Demonstrated track record developing LLM workflows incorporating RAG, tools, and agent frameworks
- Strong analytical acumen suited for ambiguous and evolving project objectives
- Solid product intuition coupled with comprehensive machine learning mastery
ทักษะที่ต้องการ / Required skills
- Data Science
- Machine Learning
- LLM
- RAG
- Experimentation
- Causal Inference
- Agent Orchestration
- Statistics
ทักษะเพิ่มเติม / Nice to have
- Generative AI
- Recommendation Systems
- Search & Ranking
- E-commerce
- Personalization
สวัสดิการ / Benefits
- Significant ownership over high-visibility consumer travel systems
- Opportunity to shape both technical implementation and overall product vision
- Direct impact enhancing trip discovery for global travelers