GraduateSmart
GraduateSmart
Owns the ML production stack: training pipelines, model registries, monitoring, and reliable serving. Bridges data engineering, ML, and DevOps.
$79,850
Lower reported wage
$133,080
Median
$211,450
Upper reported wage
Annual U.S. salaries. Actual pay varies by location, employer, and experience. The lower and upper figures do not represent starting and senior salaries.

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U.S. career guide. Program, employer, and state requirements can differ.
Wages reconciled to BLS OEWS May 2024 for SOC 15-1252 (Software Developers): A_PCT10-A_PCT90 = $79,850-$211,450, median $133,080.
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Planning questions: request a written estimate from each program or sponsor. A total cost has not been verified here.
A related major can be preparation; it does not by itself qualify you for the career.
Relevant AI foundation; add systems, deployment, and software practice. [1]
Build reliable pipelines to deploy, monitor, and update machine-learning models. [1]
Software teams, data platforms, and technology operations. [1]
Usually full time; some teams rotate on-call coverage. [1]
Production failures and changing data require systematic troubleshooting. [1]
Experience can lead to platform architecture or ML infrastructure leadership. [1]
These are possible directions. Promotion timing and pay depend on the role and employer.