Senior Data Scientist
|Salary:||S$10000.00 - S$15000.00 per annum + bonus|
- Design, architecture and implement data pipelines using cloud-native infrastructure and services to solve from MVP to scale
- Extract structured data sets applyng industry (ontology) schemas to large unstructured aggregated data sets
- Creating systems that ingest data from various sources
- Ownership of end-to-end data pipelines and automate data quality reporting process.
- Workflow flexibility and strong teamwork skills
- Collaboration with SME/Software engineers and Data Science experts
- Experience with distributed systems and cloud architecture
- Write efficient, well documented and highly readable code
- designing data models to support data transformations, analytics, reporting and data science models (Preferred)
Ideal Candidate Requirements
- 2+ years of experience in Big Data Engineering using tools like Spark, Hadoop, Hive, etc.
- 3+ years of experience with Software Engineering using Python / development using modern Relational and NoSQL databases like MySQL, PostgreSQL, and MongoDB
- Some experience with stream processing systems : Storm, Spark Streaming, etc.
- Some Data Modelling and Data Science experience building predictive models
- Experience with Unix and statistical software packages (R, SAS) for data manipulation
- Confidence with analytical tools such as R or Matlab
- Experience with data-science tools / workbench like Dataiku, Jupyter, Rapid Miner, etc. is a plus
- Experience with Docker and Linux shell is a plus
- Preferred experience designing data models