Senior Data Scientist, Enterprise AI #AIDA
Singtel · Singapore, Singapore
Full-timeonsiteseniorOtherTechnology
รายละเอียดงาน / Description
Based in Singapore, this role involves designing and deploying enterprise-scale AI solutions to drive intelligent decision-making across various business domains. The Senior Data Scientist will focus on high-impact AI use cases, including pricing optimization, anomaly detection, and predictive intelligence. This position requires developing and operationalizing advanced AI/ML models and simulation frameworks, working closely with cross-functional teams to translate business challenges into scalable AI solutions.
หน้าที่ความรับผิดชอบ / Responsibilities
- Lead end-to-end AI programs for enterprise use cases like pricing optimization and forecasting.
- Develop and deploy scalable AI pipelines and decision systems, ensuring robust model governance.
- Utilize diverse datasets to generate insights, perform root cause analysis, and optimize business levers.
- Conduct data exploration and experimentation for marketing campaigns, including A/B testing.
- Provide technical mentorship to junior data scientists and ensure high code quality.
- Collaborate with stakeholders to define problems and architect AI-driven solutions.
คุณสมบัติ / Qualifications
- Bachelor's or postgraduate degree in computer science, mathematics, statistics, or related field.
- At least 3 years of relevant working experience in data science.
- Proficiency in machine learning, statistical modeling, and causal inference.
- Experience with LLMs, Generative AI, prompt engineering, and model evaluation.
- Strong skills in data manipulation (SQL, Python, Spark, Hadoop/Hive, Databricks) and visualization (Power BI).
- Familiarity with software engineering best practices and version control (GitHub, GitLab).
ทักษะที่ต้องการ / Required skills
- Machine Learning
- Statistical Modeling
- Generative AI
- LLMs
- Python
- SQL
- Spark
- Hadoop
- Databricks
- Power BI
ทักษะเพิ่มเติม / Nice to have
- Azure
- AWS
- GCP
- MLflow
- Airflow
- Telecom Industry
- Insurance Industry
- Anomaly Detection
- Pricing Optimization
- Forecasting