Thực Tập Sinh Phân Tích Dữ Liệu

Data Preparation & Cleansing: Assist the team in extracting and standardizing legacy data using basic SQL and Excel, ensuring all data is clean and migration-ready.

Data Mapping & Transformation: Assist the project team in mapping data fields from current systems to the new system structure. Apply your logical mindset to identify gaps or mismatches in data formats.

Data Validation & Quality Assurance: Play a key role in testing by validating that data has been transferred correctly. Cross-check records, investigate discrepancies, and report errors to the technical team.

(Nice to have) Cross-Functional Collaboration: Act as a bridge between the technical team and business teams. Use your business sense to understand how migrated data will be used in real-world operations and ensure business

requirements:are met.

(Nice to have) Process Documentation: Read technical documentation (in English) to understand the system

requirements:and help document data migration rules, workflows, and best practices for future reference.

Assist in setting up logistics and meetings during project and team activities.

The 3rd/4th-year students or fresh graduates from the University of Science, Vietnam National University, University of Technology, and University of Economics with the following criteria:

Educational Background: Students majoring in Data Science, Mathematics & Computer Science, Information Systems, Computer Science, Statistics, Econometrics, Finance, Business Administration, or related fields.

Hard Skills: ○ Proficiency in Excel (Pivot Tables, VLOOKUP, HLOOKUP, etc.). ○ Fundamental knowledge of SQL (basic queries, JOINs, data filtering). ○ Familiarity with Data Visualization (BI Tools) such as Power BI is a plus. ○ (Bonus) Basic understanding of programming languages used in data analysis like Python or R.

Mindset & Soft Skills: ○ Logical & Data-driven Mindset: The signature strength of Science and Tech students. You need the ability to view problems systematically. ○ Business Sense: The absolute advantage of Economics students. The ability to connect data with real-world business contexts and answer the question, "What does this data mean for the business?". ○ Proactive, eager to learn, unafraid of making mistakes, and ready to get your hands with real-world data. ○ English Communication: Good command of reading and writing in English to research technical documentation, learn new tools, and communicate effectively.

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