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Câu trả lời nhanh
DevOps engineers focus on CI/CD pipelines, automation, deployment reliability, and the operational side of software delivery. Cloud architects design the overall cloud infrastructure — networking, security, scalability, and service selection — that DevOps engineers then operate. Both are critical for modern cloud-native engineering teams but work at different levels of abstraction.
Bài viết bởi — Đồng sáng lập, Expert Sapiens
Chuyên môn trên nền tảng: Tư vấn công nghệ và dịch vụ CNTT · Rà soát lần cuối Tháng 4 2026
Cloud architects design the highway; DevOps engineers keep the traffic moving. Both are necessary in mature engineering organizations. For early-stage companies, a strong senior DevOps engineer can handle both roles with some cloud architecture responsibilities. As cloud footprint and team size grow, a dedicated cloud architect prevents technical debt from accumulating in the infrastructure layer.
Hourly rate
$125–$400/hr
Common for workflow reviews, AI oversight design, MCP architecture, and senior technical advisory
Per session
$250–$900
For a focused review of an agent workflow, approval design, tool access model, or production risk surface
Monthly retainer
$4,000–$18,000/month
For ongoing oversight of AI operations, MCP integration work, or fractional technical leadership around autonomous systems