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Following

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A1: Beginner
A2: Basic
B1: Intermediate
B2: Advanced Intermediate
C1: Advanced
C2: Proficient

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Less than 2 years
2–3 years
4–5 years
6+ years

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Less than 2 years
2–3 years
4–5 years
6+ years

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Yes, I have built and maintained them independently.
Yes, I have contributed to existing pipelines.
I have limited experience.
No, I haven't worked with CI/CD pipelines.

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Advanced — I regularly build automation scripts and tools.
Intermediate — I can write and maintain automation scripts.
Basic — I have limited experience.
No professional experience with Python.

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Less than 2 years
2–3 years
4–5 years
6+ years

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Datadog
Prometheus / Grafana
ELK Stack
AWS CloudWatch
Other monitoring or logging tools
No professional experience with these tools

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Yes, I have led incident response and recovery efforts.
Yes, I have participated in these activities.
I have limited experience.
No, I haven't had this responsibility.

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Yes, I have implemented or managed these practices.
Yes, I have worked with some of them.
I understand the concepts but haven't applied them professionally.
No experience with these practices.

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Yes, with both Snowflake and dbt.
Yes, with Snowflake only.
Yes, with dbt or other data pipeline tools.
No professional experience with these tools.

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Yes
No

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Yes, I'm interested.
Maybe, depending on the project and compensation.
No, not at the moment.

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