ML & AI Engineering HIGH DEMAND

ML Engineer

Building, training, and deploying machine learning models to production

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4 skills

20 requirements

20 mandatory

1 domains

Awareness 4 Working 4 Advanced 4 Expert 8

Level:

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

Data Engineering

4 skills · 20 requirements

Skill	Junior	Middle	Senior	Lead	Principal
Batch Processing
Apache Spark	Awareness	Working	Advanced	Expert	Expert
Pandas / Polars	Awareness	Working	Advanced	Expert	Expert
SQL-based ETL	Awareness	Working	Advanced	Expert	Expert
Data Quality
Data Quality	Awareness	Working	Advanced	Expert	Expert

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