Lead Data Scientist #AIDA
Singtel · Singapore, Singapore
Full-timeonsiteleadEngineeringTechnology
รายละเอียดงาน / Description
Based in Singapore, this role directs strategic AI and machine learning initiatives within Singtel's AI & Data Analytics unit to elevate telecommunications services. You will guide a technical team in building, operationalizing, and scaling predictive algorithms and generative AI solutions that unlock meaningful commercial value. In addition, you will advise executive partners by translating complex customer behavioral insights into actionable growth strategies.
หน้าที่ความรับผิดชอบ / Responsibilities
- Direct enterprise AI and machine learning roadmaps to solve high-impact telecommunication business challenges.
- Oversee the complete lifecycle, governance, and operational deployment of predictive and generative AI models.
- Analyze subscriber behavior across mobile, broadband, and entertainment services to uncover lifecycle insights.
- Design and implement rigorous experimentation frameworks, including A/B testing and uplift modeling.
- Mentor and guide data scientists in modern engineering practices, reproducibility, and analytical rigor.
- Partner with executive stakeholders to communicate data findings and influence commercial decision-making.
คุณสมบัติ / Qualifications
- Degree or advanced qualification in Computer Science, Mathematics, Statistics, or a related discipline.
- At least 8 years of relevant hands-on professional experience in data science and machine learning.
- Deep expertise in statistical modeling, machine learning algorithms, time series forecasting, and causal inference.
- Practical experience with Large Language Models and Generative AI techniques, fine-tuning, and evaluation.
- Strong background in data manipulation using SQL, Python, Spark, and Databricks.
- Proven ability to lead technical teams and present complex findings to senior leaders.
ทักษะที่ต้องการ / Required skills
- Machine Learning
- Python
- SQL
- Generative AI
- Large Language Models (LLMs)
- Apache Spark
- Databricks
- Statistical Modeling
- A/B Testing
- Power BI
ทักษะเพิ่มเติม / Nice to have
- Hadoop
- Hive