A Data Scientist, or Data Science Professional, is responsible for overseeing the collection, storage and interpretation of data for businesses. Their duties include sifting through data points to create organized categories, comparing data points to current company processes and writing reports outlining business predictions or proposals.
Một Data Scientist phải có khả năng hoàn thành nhiều nhiệm vụ và trách nhiệm khác nhau. Sau đây là một số nhiệm vụ và trách nhiệm mà một Data Scientist phải có khả năng thực hiện:
- Collecting data through means such as analyzing business results or by setting up and managing new studies
- Transferring data into a new format to make it more appropriate for analysis
- Creating new, experimental frameworks to collect data
- Building tools to automate data collection
- Searching through large data sets for usable information
- Creating reports and presentations for business uses
Một Data Scientist cạnh tranh sẽ có một số kỹ năng và trình độ nhất định, bao gồm:
- Exceptional technical writing skills
- Ability to communicate complex data in a simple, actionable way
- Ability to visualize data in the most effective way possible for a given project or study
- Analytical and problem-solving skills
- Experience with machine learning and AI
- Ability to work independently and with team members from different backgrounds
