Next career direction

eBay
DFQW81

Go to company page eBay

DFQW81
Dec 19, 2018 3 Comments

I started off as a machine learning engineer six years ago. But after three years I realized working under machine learning managers that I'm not implementing anything cool in machine learning, and I'm not improving as a software engineer, because most machine learning PhD managers at places I've worked didn't really pay attention to writing good code.

I switched to working on writing crud applications and data pipelines with a little bit of machine learning code here and there. Nothing fancy, but as a result I've become a much better python and Java programmer. I also do side projects on Android and JavaScript/Django.

I feel out of touch with machine learning, though I've taken some deep learning courses. I'm mainly interested in a path that will lead me to being a CTO, and I'm not tied to having to work on machine learning.

I've used several machine learning libraries, and Hadoop and spark and Kafka, but I don't feel all that confident about my skills in them.

I have decent domain knowledge in building and maintaining ecommerce catalogs, but i don't know how to leverage that knowledge as such.

What kind of a career move should I be looking to make? What skills should I focus on acquiring?

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TOP 3 Comments
  • What’s your domain knowledge on building e-commerce catalogs? And how ML is leveraged in the process?
    Dec 19, 2018 1
    • eBay
      DFQW81

      Go to company page eBay

      DFQW81
      OP
      I've worked on categorizing products, lots of clustering and classification on there. There's also deduplication of a catalog, and augmenting insufficient product data with external data. There tends to be lots of machine learning to automate various moving parts of such a system.
      Dec 19, 2018
  • Google
    lopnpop

    Go to company page Google

    lopnpop
    APPlY Amazon & Google now ! They need engineers like you and ready to pay whatever it takes
    Dec 23, 2018 0