How frequent is the ML models deployed on batch/ streaming ( spark/ storm/ flink/ samza) mode rather than APIs? Most of my work has been with ML models on batch/ streaming use cases. How frequent is the ML + DE role rather than SWE + Micro services role? How do I get into such roles building microservices from a DE background? Has anyone done this before? #uber #reddit #snap #facebook #netflix
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Most statistical/models standard ML models need spark/kafka stuff, microservices are usually preferred in business environments or serving deep learning models. (Someone correct me if I am wrong) YOE: 5
Trained using spark, deployed in microservices??