Why Data Engineer is Better than Data Scientist Role

I don't understand that why you are making more negative contents only on data science roles.....are 2-3 videos not enough to get details in view..!!

شرح جميل

Data Engineering requires just 1/100th of the skillsets and learning curve required in Data Science. So obviously, she will need help understanding and knowing what she is speaking. She may have built her content using chatGPT but says it is not a tangible product. :)

Hi! Very interesting video! I am a business analyst and would like to work in the "data industry". Do you think it makes sense transitioning into the industry as a data engineer if my long-term goal is to be a product manager (business oriented) in the data sector?

I'm a Senior Data Scientist and I do not recommend becoming a Data Scientist. Why? Most of the clients don't have infrastructure and money to pay for an entirely Data Team and we need to do everything. The problem is: data scientists need to be good in math, programming, soft skills, so on.. when you realize that you need to know everything since ETL until deploying the solution, you see it is not worth it. You will get paid as a Software Eng / Data Eng / Eng. Machine Learning but the difference is that you might ending up getting in touch with all those areas. Many companies are hiring Data Analysts to reduce costs and Data Science jobs are decreasing.
I'm considering a lot to migrate to Data Engineering, Machine Learning Engineering or even Software Engineering.. at least I might have some inner peace.

I agree, but why is a data scientist and data analyst paid more?

how is/was your work life balance as a DE?

yeah that's the issue whenever your model isn't actually deployed or you don't get tangibles it feels not very satisfactory

You should definetly make a DE roadmap! I personally want to get into BI tools and learn about data pipelines and such but dont know where to start

Im currently a DA and want to avoid stats and algorithms as much as I can, will a DS or DE be more suitable for me?

Can you do a video on how to become a data engineer roadmap that will help a lot of people out there!!!

IF I WANT TO LEARN SIMPLE CODING HOW CAN I.?
I MEAN ANY WEBSITE OR APP ? WHICH IS COMPLETELY FREE

Can I get a freelance job or remote job for DA or DE ??

Thank you so much Sundas for sharing your experience.
I want to ask you a question.
I'm an SEO Professional, obsessed with Data.
What route I can take to leanrn Data Processing to enhance my overall Effectiveness.

Looking forward to your response.

Most businesses do not even have proper master data mangement to perform proper data science from my experience. Data Engineers are super important but also pulling out the insights from the data is just as important. There is no point in having pipeline that you cannot use.

i thing the main thing would be just to harken back to functional programming, one could imagine data science as finding f as a query about like what makes f(x)->y, given some conditions. if one regards machine learning in that context data science is just specialized at writing a query.

then u could just see how its a transformation of data in the live pipeline.

the queries data-scientists use are very specialized (classification, regression, clustering, reward), and the data can be tricky, and i think there's a huge gap in this like functional understanding of mathematics/statistics where we can just project onto another space and encode and decode, and what and what doesnt hold.

but... at the end of the day, its just a data transformation even if the transformation is learned from a subquery, so always best to understand fundamentally what we are doing as data scientists

I have nothing to do with Data science.. I came to check your beauti ❤️

insightful

In my recent experience trying to get into data as a junior (in Argentina), I find that there are a lot of job posts in Data Engineering (most of them are named Data Analyst but it's basically building pipelines and ETLs). The few job posts in Data Science that I found were semi-senior, requiring +2 years of experience in ML or something like that. And in all of them, I find the Catch-22 problem: everyone wants you to already have experience doing x. And if they only require advanced Excel skills (which I have), then you end up in a company working with spreadsheets like in 2005.

good

My short term goal is to become Data Analyst and My long term goal is to become Data Engineer 😎😎😎👌🥰😘😘💪💪✌️🔥🔥

Hey do you have a video on differences between Data Engineer and Data Analyst?

Hi.. i need your help in my profession. I am in taxation department and have to analyse 100's of spread sheet generated by different platforms.. please guide which language or set of skills i should learn to improve my performance and work efficiently. Please guide looking forward for your response

So should I continue taking the classes you recommend for data science

What do you see the future of snowflake developer in data engineering ? Should I switch to big data roles for safer future ?

i am totally confused between both of them and still trying to figure out the diffrence between them. which path should choose and also i hate maths alot so as we all know that in bath career we need good math knowlenge to work in this profiles. so, now i'm going start with Pyhton and Sql because in both we need this two things to learn.

How much is the salary of Data Scientist in Google.? Please reply me

Hey could you make a video on what your CV holds in regards to Data Science because I'm from a non computer background and it could be really usefull

Hi
I want to start as a data scientist, can you assist on how to get a job when I'm ready to apply for one

Do "data scientists" spend much of their time building models or utilizing already built model framworks. According to Andrew NG , data modelling is a solved problem. Personally i dont think the data scientist role really exists. DA , DE , MLE are roles that exist.

Can a fresher get into data engineer role? If so, what will be the minimum things to know..

Thanks for the Informative Video //

Only here coz you are too pretty ❤

I'm a DS and the part of the work I enjoy most is building things with code, the maths and stats is more of a necessary evil for me. So, I'm thinking of transitioning to either MLE or DE, but I'm not yet sure what the pros and cons are.

As a Statistics student I think Data Science is better for me than Data Engineering. Cause I don't have that much technical knowledge plus Data Science concepts are easy to understand for a Statistics student. What is your opinion on this?

Your feedback may would save my life 🥹

Recently I started DATA SCIENCE course and trying my best as a non technical student 😢

Your previous video about transition DATA ENGINEER TO DATA SCIENCE


NOW again why DE is best ??

What should I take for glamour future 😢?

finished watching

now that is an excellent addition to a lot of people's fumbling perspectives about these two specific roles !! thanks !

Hi 👋 I want to start as a data analyst can you suggest me how to start it and how to apply for jobs

Could you make a video about how to become a product manager in a big tech company?

Hi, I have a bachelors degree in Industrial engineering and I want to work in the area of data science (analyst or engineer). I have the possibility to do my masters in Data science. Which steps would you recommend to me from now on, to get an internship in a big tech company?

Hi how could I contact you regarding data science jobs. Your LinkedIn profile link or email ID to contact you?

tbh i find data engineering role too technical...don't enjoy it as much as data scientist role

also you have to be exceptionally smart as a Data Scientist

Great points...Thanks Sundas!

Thank you Sundas, I am a data analyst, and wanted to start with Data science but i feel i am closer to Data Engineer. Do you already have a comprehensive video that explains the skills of a data engineer. And do you think AI will replace this role!

Data Engineers; the true heroes of data science 🙌🏼