ML & AI Engineering HIGH DEMAND

ML Engineer

Building, training, and deploying machine learning models to production

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9 skills

45 requirements

45 mandatory

1 domains

Awareness 9 Working 9 Advanced 9 Expert 18

Level:

Profiles: Awareness Working Advanced Expert -- Click level to expand, click requirement for details and voting

Machine Learning & AI

9 skills · 45 requirements

Skill	Junior	Middle	Senior	Lead	Principal
Classical Machine Learning
Classical ML (scikit-learn)	Awareness	Working	Advanced	Expert	Expert
Gradient Boosting	Awareness	Working	Advanced	Expert	Expert
Deep Learning
PyTorch	Awareness	Working	Advanced	Expert	Expert
MLOps
MLflow	Awareness	Working	Advanced	Expert	Expert
Model Serving	Awareness	Working	Advanced	Expert	Expert
Feature Stores	Awareness	Working	Advanced	Expert	Expert
Experiment Tracking	Awareness	Working	Advanced	Expert	Expert
ML Pipelines	Awareness	Working	Advanced	Expert	Expert
Model Monitoring	Awareness	Working	Advanced	Expert	Expert

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