Job Description
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Preference for Master’s or Ph.D. in data science / advanced data analytics but other fields will be considered including statistics, applied mathematics, information technology, engineering, computer science, or a comparable discipline.
More than 2 years of industry data science / AI / ML experience
Experience:
Strong communication in:
Capacity for innovation, entrepreneurial mindset, forward-looking, enjoy working in a team
Good command of English essential
Willingness to travel within Asia for short periods
Preference for Master’s or Ph.D. in data science / advanced data analytics but other fields will be considered including statistics, applied mathematics, information technology, engineering, computer science, or a comparable discipline.
More than 2 years of industry data science / AI / ML experience
Experience:
- Very good theoretical knowledge of AI, ML and DL methods
- At least 2 years hands-on coding in R, Python, SQL (e.g. ETL), etc.
- Experienced in carrying out exploratory data analysis, model development and visualization in Jupyter Notebooks (Python and R)
- MUST have demonstrable experience in coding and applying traditional regressions (e.g. GLMs), ML (decision trees, random forest, boosted trees, etc.), natural language processing, DL
- Visualization in Power BI, D3.js, Dash, JavaScript, etc. is an advantage
- Working on data science virtual machines on the cloud (Azure, AWS, etc.)
- Understanding of RESTful APIs and microservices is an advantage
- Demonstrable Kaggle / Git / analytics blogs and repos are an advantage
Strong communication in:
- Documenting analytics results (e.g. MSWord, PowerPoint, Notebooks, etc.)
- Verbally explaining analytics concepts and results to non-technical audiences and domain experts and translating analytics results into business solutions
Capacity for innovation, entrepreneurial mindset, forward-looking, enjoy working in a team
Good command of English essential
Willingness to travel within Asia for short periods
Key skill Required
- AWS
- Coding in Python
- SQL (e.g. ETL)
Designation
- Data Scientist