工作內容
Singapore's No 1 fastest-growing company in 2021 is looking for an experienced data scientist to start and lead our data science efforts. Do you love sifting through data troves to find gems to analyze? Read on! We’re looking for a data scientist to help us to dice and mince the big data into trends and analytics. This is a hands-on role, but you’ll have full autonomy in choosing the toolkit and approach you want to apply to achieve data objectively. You will have ownership over important project areas that include defining the roadmap of data science. You will work with our structured and unstructured data to find a pattern/trend of how our users are using the product and present these insight reports to the business stakeholders. You have a sharp mind and a hands-on approach when it comes to tackling technical challenges.
What you will be doing:
- Exploring and visualizing large datasets to drive insights
- Fluid at extracting and transforming data from systems.
- Fluid at practical data mining techniques (pattern detection, predictive modeling, anomaly detection, and optimization) to identify areas of improvement for business/product
- Identify and highlight areas of opportunities to help business/product owners optimize existing or new business opportunities/processes
- Applying machine learning techniques for a variety of modeling and relevance problems
- Assist with developing strategies and managing operational metrics for various projects
條件要求
What you will need:
- Master or Bachelor in Computer Science, Statistics, Industrial Engineering, Mathematics, Economics or quantitative discipline
- At least 2 years of hands-on experience in a Data Science role with exposure and proficiency in quantitative and statistical analysis, predictive analytics, multivariate testing, and algorithm optimization for machine learning. Commercial experience is highly desirable.
- Strong knowledge in big data ETL processes, data, and data exploration algorithms
- Strong working knowledge of data science algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks
- Fluid in programming skills (MySQL, SQL, Python, R, or similar)
- Fluid in a variety of visualization tools
- Broad-minded with attention to detail and strong business acumens and insights
- Excellent communication skills (oral, written, and presentation skills) to work with various stakeholders (technical and non-technical) including presentation of insights reports to business/product owners
- Experience working with a product-based organization, e-commerce, automotive is advantageous
薪資範圍
NT$ 120,000 - 190,000 (月薪)
