*
Following

*



*


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

*

*

*

*
Less than 4 years
4–6 years
7–9 years
10+ years

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

*
Yes — extensively
Yes — some production experience
No

*
Yes — extensive production experience
Yes — some production experience
No

*
EC2
EKS
S3
RDS
Lambda
Other
None

*
Yes — both Kubernetes and Docker
Yes — Docker only
Yes — Kubernetes only
No

*
Yes — I have owned systems from architecture through production and incident response
Yes — I have had significant ownership of production systems
No

*
Yes — this has been a regular part of my role
Yes — I have handled incidents occasionally
No

*
Yes — I have built and maintained CI/CD pipelines
Yes — I have worked with existing pipelines
No

*
Yes — I have owned and maintained production data pipelines
Yes — I have contributed to data pipelines
No

*
Yes — extensively
Yes — some hands-on experience
Some exposure
No

*
Yes — extensively
Yes — some hands-on experience
Some exposure
No

*
Yes — I have hands-on experience building or maintaining AI voice / voice agent products
Yes — I have worked with conversational AI or speech technologies
Some exposure
No

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