Get the app
Indian Startups
Indian Startups
on
DancingRaccoon
DancingRaccoon
Stealth

What do ML engineers do on a day to day basis?

Any ML/AI engineer who can share, what does a day to day work look like for you ? Is it mostly a research based role ? Do you code regularly ?

7mo ago
Talking product sense with Ridhi
9 min AI interview5 questions
Round 1 by Grapevine
SwirlyBagel
SwirlyBagel
Wells Fargo7mo

Im more Data Science-ML than SDE-ML

  1. Data Ingestion: Little bit of Data Engineering to get the data right, write spark code and keep a notebook ready for changes
  2. EDA: Lots of statistical tests to understand the features
  3. ML: mostly start with linear regression if numberical or tf-idf when working with words to shape out some relationships
  4. Wait 3 weeks to get access to any higher libraries
  5. Execute the ⚡️Executive Algorithm ⚡️ ie. Make it work and a get business inference but also make it sound good when your Director talks about it to other execs.
  6. Create a ppt that you can only hope to get a chance to present
  7. Hand over Jupyter files to MLOps to put in production if it passes the Model Validation committee (they reach out like 5-6 months after you send them anything).
SwirlyBagel
SwirlyBagel
Wells Fargo7mo

As far as research goes yes, we do have patents filling, paper reading and execution. But mostly my role is focused more on getting an insight/ workable quantitative measure of a metric than anything else.

DancingRaccoon
DancingRaccoon
Stealth7mo

Sounds nerdy. So you've seen more people from CS background or maths background in this role ?

JumpyTaco
JumpyTaco
Goldman Sachs7mo

Depends. The same as being a PM @ Google is different from being a PM @ Infosys.

Discover more
Curated from across
Data Scientists
Data Scientists6mo
by SleepyTacoSoftware Developer

Data scientist vs machine learning engineer for ai tech

I'm super curious about what a data scientist actually does every day. I know they work with data, but what does that really mean? Are they diving deep into AI stuff like computer vision, NLP, and neural networks? Or is that more for mac...