Sundeep Teki
  • About
  • AI
  • Neuroscience
    • Papers
    • Speech
    • Time
    • Memory
  • Blog
  • Coaching
  • Course
  • Contact
    • Talks
    • News
    • Media

ML Engineer vs Data Scientist

21/10/2021

0 Comments

 
Preview:
In 2010, DJ Patil and Thomas Davenport famously proclaimed Data Scientist (DS) to be the “Sexiest Job of the 21st century”. The progress in data science and machine learning over the last decade has been monumental. Data science has successfully empowered global businesses and organizations with predictive intelligence and data-driven decision-making to the extent that data science is no longer considered a fringe topic. Data science is now a mainstream profession and data science professionals are in high demand a cross all kinds of organizations from big tech companies to more traditional businesses.

A decade earlier the focus of data science was more on algorithmic development and modeling to extract robust insights from data. However, as data science has evolved over the decade, it has become clearer that data science involves more than just modeling. The machine learning lifecycle, from raw data through to deployment, now relies on specialized experts including data engineers, data scientists, machine learning engineers along with product and business managers. 

The role of a machine learning engineer is gaining prominence across companies as they realized that the value of data science cannot be realized until a model is successfully deployed to production. Whilst a lot of tools and technologies such as Cloud APIs, AutoML, and a number of Python-based libraries have made the job of a data scientist easier, the MLOps of putting models into production and monitoring their performance is still quite unstructured. 


 👉 Here is the full article
0 Comments

Your comment will be posted after it is approved.


Leave a Reply.

    Book: AI Content

    RSS Feed

    Archives

    August 2022
    July 2022
    June 2022
    May 2022
    April 2022
    March 2022
    February 2022
    December 2021
    October 2021
    August 2021
    May 2021
    April 2021
    March 2021

    Categories

    All
    AI
    Data
    Education
    India
    Jobs
    Leadership
    NLP
    RemoteWork
    Science
    Speech
    Strategy


    Copyright © 2022, Sundeep Teki
    All rights reserved. No part of these articles may be reproduced, distributed, or transmitted in any form or by any means, including  electronic or mechanical methods, without the prior written permission of the author. 
    Disclaimer
    This is a personal blog. Any views or opinions represented in this blog are personal and belong solely to the blog owner and do not represent those of people, institutions or organizations that the owner may or may not be associated with in professional or personal capacity, unless explicitly stated.
​© 2022 | SUNDEEP TEKI
  • About
  • AI
  • Neuroscience
    • Papers
    • Speech
    • Time
    • Memory
  • Blog
  • Coaching
  • Course
  • Contact
    • Talks
    • News
    • Media