IEJ084 - DATA SCIENTIST
IEJ084 - DATA SCIENTIST
IT
Junior / Middle / Senior
Ho Chi Minh City
Full-time
Responsibilities
Performing creative analysis using incomplete data to answer strategic business questions and support program development.
Developing new and maintaining existing service running machine learning and optimization models to help drive improvements in the logistics network.
Communicating strategic decisions in formal updates to a wide variety of stakeholders, including executive-level sponsors.
Design and conduct data science experiments to enable data-driven practice.
Requirements
M.S. (B.S.) in Computer Science, Math, Engineering, Operations Research, or related industry experience.
2+ years of quantitative experience in Logistics/Supply Chain, Transportation, Engineering, or related Businesses.
Experience with big data: extraction, processing, filtering, and presenting large quantities (100K to Millions of rows) of data.
Experience with data process: GCP technologies, SQL, and data pipelines.
2+ years of experience with statistical tools (e.g. R, Python) and analysis, regression modeling, and forecasting.
2+ years of experience with one or more programming languages (e.g. Python, R, Java, Scala).
2+ years of experience in data manipulation, and machine learning packages (e.g. pandas, scikit-learn, h2o, xgboost, matplotlib,..etc.).
Preferred Qualifications:
Experience in building optimization and simulation models.
Experience with clustering, linear regression, ensemble learning.
Experience with agile or scrum methodology.
Experience in communicating technically, at a level appropriate for the audience.
Ability to develop experimental plans for data modeling processes, use of strong baselines, ability to accurately understand cause and effect relations.
Experience in creating data-driven visualizations to describe an end-to-end system.
Benefits
Salary range: up to USD 2,000 gross
Infomation
Offered Salary
1,500 $ - 2,000 $
Skills