Senior Data Engineer

1. Collaboration

1.1. Cross functional team collaboration (V,P) => cần tạo nhiều impact hơn trong collaboration

1.2. Knowledge sharing and onboarding (V,P)

1.3. Clear communication and documentation (V,P) => P communicate trông chuyên nghiệp OK nhưng chưa chắc collab hiệu quả, V collab supportive nhưng những thứ mang tính official chuyên nghiệp thì cần improve

1.4. Capable of mentoring junior data engineers, reviewing code, and providing constructive feedback to improve overall team performance (V)

2. Operation (Lack of time to invest to operation)

2.1. Build up process and flow

2.2. Data quality

2.3. Data monitoring, tracing and observability

2.4. Data infrastructure management

3. Technical

3.1. Programming

3.2. Infrastructure

3.3. Technologies

4. Engineering

4.1. System/component design (V)

4.2. Understanding and apply different abstraction levels (V,P)

4.3. Non functional requirements dealing (V)

4.4. Analyze, evaluate and assess problem for decision making (V,P)

5. Data

5.1. Business domain data understanding (V)

5.2. Internal data behavior understanding (V)

5.3. Internal data architecture understanding

5.4. Data processing practices

5.5. Data fundamental and concepts (V,P) => ở đây ngoài hiểu cần có thể explain và chỉ cho ng khác mình dùng nó ntn trong công việc