Senior Data Scientist
RAKUTEN SYMPHONY SINGAPORE PTE. LTD.
Job Description:
Requirements:
- Deep understanding of statistical and machine learning models
- Proven experience building models and placing models into production.Supporting implementation of advanced analytics in industry
- Resolving resolving issues at Data Platform
- Strong experience on VNF, Kr8 Platforms
- Experience with big data: extraction, processing, filtering, and presenting large data quantities (100K to Millions of rows) via Cloud technologies, SQL, and data pipelines
- Experience in optimization problems, and solving those problems at scale
- Presenting information using data visualization techniques
- Identify valuable data sources and automate collection processes
- Analyze large amounts of information to discover trends and patterns
- Build predictive models and machine-learning algorithms
- Combine models through ensemble modeling
- Propose solutions and strategies to business challenges
- Collaborate across different business unit and product development teams
Requirements:
- Strong Skills of machine-learning and AI
- Strong Knowledge of Python, PySpark, SQL, Flask; familiarity with data frameworks such as Hadoop, databases (PostgreSQL, MongoDB, YugaByte), understanding of cloud-native deployments and infrastructure
- Strong math / analytical skills (e.g. statistics, algebra)
- Excellent communication and presentation skills
- MSc/BSc/BA in Computer Science, Engineering or relevant field; graduate degree in Data Science or a quantitative field is preferred
- Experience in data mining
- Experience in product development
JOB SUMMARY
Senior Data Scientist
RAKUTEN SYMPHONY SINGAPORE PTE. LTD.
Singapore
11 hours ago
N/A
Full-time
Senior Data Scientist