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Machine Learning Engineer
Design and deploy ML models at scale. Bridge research and production systems.
$140K–$220K
Avg Salary Range
Very High Demand
Job Market
+22%
YoY Growth
2–3 years for MS
Education
Education Requirements
✓ Standard Path
MS Computer Science, AI, or related field
◐ Alternative Path
Strong portfolio + bootcamp may be accepted at some companies
Key Skills Required
⚡Python
⚡PyTorch / TensorFlow
⚡MLOps
⚡Distributed Systems
⚡SQL
⚡Docker/Kubernetes
Career Roadmap — Step by Step
1
Earn a BS/MS in CS, Statistics, or related field
2
Build ML projects and publish to GitHub
3
Complete internships at tech companies
4
Contribute to open-source ML libraries
5
Target ML Engineer or Data Scientist roles
Top Companies Hiring
GoogleMetaOpenAIMicrosoftAppleWaymoStripe
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