Data Engineers vs Data Analysts vs Data Scientists | What's right for you?

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  • Опубликовано: 9 янв 2025

Комментарии • 94

  • @bodicpen
    @bodicpen 8 месяцев назад +83

    My mentor put it this way:
    Data Analysts - What happened
    Data Scientists - What will happen
    Data Engineers - How do we know what happened

  • @Dianamatis
    @Dianamatis Год назад +44

    So for a long time I thought I want to be a Data Scientist because I loved predictive analysis. And I landed a job in Big Data and Analytics team which is quite the mix between data engineer and data scientist. A lot of focus on data manipulation and also strong analytics using R. The salary is greater than I thought for a Junior position.
    I will keep you updated, when I first saw your channel 2 months ago I was in the job hunt stage. 🎉

    • @mo-chen
      @mo-chen  Год назад +4

      Congratulations on landing your job! Very well done 😁 And yes, please drop a comment every now and then to share how you're doing.

    • @greenwoodeastland5457
      @greenwoodeastland5457 11 месяцев назад +1

      How did you get the job? Do you have a masters degree in Data science

    • @ibrahiimycl
      @ibrahiimycl 7 месяцев назад

      I am looking for a colleague to advance in the field of data science, someone I can exchange ideas with and learn together

    • @akportoboreetadafe29
      @akportoboreetadafe29 4 месяца назад

      Which degree do you have? Master's or Bachelor's?

  • @werapatmalikhao6016
    @werapatmalikhao6016 Год назад +2

    Let i sharing some experience my job role currently working as BI dev and i will move to work as DA at the cooperate company (real estate) next month . during today i try to study for improving my skill everyday watching your channel about the technical skill and soft skill in business . you know some tech skill that i very interest it's seem like my hobbies about learning how to build the model as predictive model by using any algorithm that fit with data even today i work as DA in real life but i hope that my career will progress than today in field of data . finally all of video that you published it very benefit too me you help me to got great job role . thank you !!

  • @tanweerashif
    @tanweerashif Год назад +4

    You are amazing Mo. Thanks for the video. I’m currently working as network software engineer in an MNC with a handsome salary but my passion for data engineering has put me in a place where I made one of the hardest decisions of my life probably. I’m quitting my current job in March 24. I’m already halfway through the skills needed for DE but I strongly felt that for job hunting and complete preparation, I need to devote 100% of my time into the same, which is obviously not possible with having a full time job. I’d love to hear your thoughts on these.

    • @tanweerashif
      @tanweerashif Год назад +3

      Update 1: Just couldn’t wait for it. Put the notice on 16th November already so that I leave on 16th January. Can’t explain how excited I am.

    • @alexpro170798
      @alexpro170798 Год назад

      ​@@tanweerashifsono felice per te! Fai quello che ti appassiona!

  • @wasimsyed-k6u
    @wasimsyed-k6u 10 месяцев назад +1

    thanks sir , really needed this info , as i was always confused among data analyst , engineer and scientist.

  • @colinakarla
    @colinakarla Год назад +8

    I've always been interested in Data Analytics and after watching this video I am more confident that this is what I want to do, even though I hope to become a data scientist as time goes by. Thank you for your videos and the community you are building, Mo. Your roadmap has been extremely useful in my journey and I'm looking forward to getting some 1:1 mentorship as I get more and more into the field. Keep doing what you are doing!

    • @mo-chen
      @mo-chen  Год назад

      I'm glad you found many resources useful! Good luck with your data journey 😃

    • @Watermelon_sugar18
      @Watermelon_sugar18 7 месяцев назад

      Same here 😅

  • @MohammedAli-n3n1h
    @MohammedAli-n3n1h 9 месяцев назад +1

    Amazing I really appreciate the effort you put even in this Small informative videos

  • @relaxshack
    @relaxshack 7 месяцев назад +2

    This video was a fantastic explanation of the similarities and differences. Thank you so much for creating this. I subscribed.

  • @shanjana_
    @shanjana_ Год назад +1

    I just got a clear idea about how to develop my skills and communication skills..thanks man❤

  • @fh2322
    @fh2322 4 месяца назад +1

    Thank you for putting this together!

    • @mo-chen
      @mo-chen  4 месяца назад

      Glad you enjoyed it!

  • @digitalestatecapital
    @digitalestatecapital 3 месяца назад

    This was a great video! Appreciate the breakdown and comparative analysis! Subscribed!

    • @mo-chen
      @mo-chen  3 месяца назад

      Glad you enjoyed it! Welcome to the channel :)

  • @keylanoslokj1806
    @keylanoslokj1806 Год назад +4

    Mo I've heard that data analysts have a harder time to set boundaries with their managers and employers who ask all the more different tasks from them. Often overlapping with tasks of other specialists' obligations like scientists, architects, ml-engineers etc. What's your take on this... ?

    • @mo-chen
      @mo-chen  Год назад +2

      I think this really depends on your exact role and your relationship with your line manager. Some say that your job can only be as good as your relationship with your LM.

    • @keylanoslokj1806
      @keylanoslokj1806 Год назад

      @@mo-chen so you separate it according to each analyst's niche, scope of responsibility etc

  • @krahkyn
    @krahkyn Год назад +1

    Great video -- your talks are always concise and display how each action fits into the greater picture

    • @mo-chen
      @mo-chen  Год назад

      I'm glad you liked the video!

  • @rahulkataria7515
    @rahulkataria7515 5 месяцев назад +1

    Thinking to switch to Data Analytics but Data Engineering seems interesting as well

  • @richardenriquezjr.9868
    @richardenriquezjr.9868 Год назад +1

    Thank you again for this video, Mo. Kudos!

    • @mo-chen
      @mo-chen  Год назад

      Glad you enjoyed it!

  • @2Fa2Bu
    @2Fa2Bu 4 месяца назад +1

    well explained. Thank you.

  • @brandonblackwell1216
    @brandonblackwell1216 2 месяца назад

    Working in a software engineering role doing data engineering atm for a reputable company. They group all of the "data services" under the same umbrella so there's a lot of overlap between these roles. Not sure how other companies structure their teams.

  • @angelacevedogarcia1895
    @angelacevedogarcia1895 5 месяцев назад +4

    Data science sounds significantly more difficult than Data engineering and the salary is almost the same

  • @Canda-fh4xc
    @Canda-fh4xc Год назад

    Thank you for the great explanation.
    Clear, simple, and complete information.

  • @HalpPlsxx01
    @HalpPlsxx01 Год назад +3

    MY MAN MO!

    • @mo-chen
      @mo-chen  Год назад

      Haha I'm still here indeed!

  • @zahraedaoudi3485
    @zahraedaoudi3485 Год назад

    thaanks a lot for those information good luck from morocco

    • @mo-chen
      @mo-chen  Год назад

      Glad it was helpful!

  • @smiley3239
    @smiley3239 Год назад +4

    is it a good idea to start as data analyst and switch to data scientist? will it be easier to get the data science roles after being a data analyst?

  • @kolawoleagoro6893
    @kolawoleagoro6893 11 месяцев назад

    Great Video! Very well explained 👏

  • @datawithtess
    @datawithtess Год назад +2

    I don't know what I am, I am interested in marketing and e-commerce analytics. A/B testing, and consumer analytics. But I have an undergraduate in mathematics

    • @rafardzrba
      @rafardzrba Год назад

      Meta just came out with their Marketing Analytics program in Coursera.
      Check to see if it is what you would like. 👍 good luck 🍀

    • @mo-chen
      @mo-chen  Год назад +3

      Undergrad in math is a great starting point 😃

    • @rafardzrba
      @rafardzrba Год назад

      @@mo-chen Yes, this 👆 what Mo said. Math will give you a good starting point .

  • @CAUT-n1i
    @CAUT-n1i 8 месяцев назад

    Very informative, thank you!

  • @jessicapierceart
    @jessicapierceart Год назад +1

    Excellent information and perfect timing, as I specifically logged on today to see if you had a video on this subject! (Small tip: I think you had a little too much fun editing. The movement became a bit much. 😣) Personally, I think DS is my end goal. A little sad to hear more formal education is often required, but we'll see how things are at the end of the year (hopefully I'll be fluent in Excel, SQL, Tableau and Python by then).

    • @mo-chen
      @mo-chen  Год назад

      Thanks for the feedback on the editing -- just trying something new haha. DS is a great goal 😁

  • @jackychan4640
    @jackychan4640 Год назад

    Great introduction again 😊

  • @ammarsenchoi4163
    @ammarsenchoi4163 10 месяцев назад

    Thank you for this video

  • @preciouskennedy6370
    @preciouskennedy6370 Год назад

    Hello Mo, is it possible to get A job as a Data analyst with the google advanced analyst course and some portfolio project as a beginner witb no data related degree?

  • @maximielos
    @maximielos 6 месяцев назад

    I've only recently discovered that I really lean towards data analytics. I'm about to graduate as a software engineer, and I probably have enough knowledge to become a data engineer, but would that be good enough to also become a data analyst? (I'm also good at maths.) Or do I need to study further for that?

    • @mo-chen
      @mo-chen  6 месяцев назад

      Please watch the video I made on data analyst vs data scientist vs data engineer. That should help!

  • @TheClinchMagazine
    @TheClinchMagazine Месяц назад

    *Can I get hired at any organisation with only self study (no certification or degree) and doing a lot of high quality projects ?*

  • @SiegDaniel
    @SiegDaniel 2 месяца назад

    Which role interests you most? Predictive Analytics and still the same after watching the video though it's kinda scary after knowing what the job expects from you. Based on what you said, should I start as a Data Analyst since it is easier to start there?

    • @mo-chen
      @mo-chen  2 месяца назад

      Starting as a data analyst makes sense. Easiest but not easy :)

    • @SiegDaniel
      @SiegDaniel 2 месяца назад

      @@mo-chen thanks! 👍

  • @marlonmontenegro8611
    @marlonmontenegro8611 11 месяцев назад

    Hi, I am facing a difficult decision. I currently own an administration business, and I have the opportunity to pursue a master's degree in Data Science with Python. While I've been following the tech path, learning web development with programming skills in Java, JavaScript, and SQL, I'm considering this because sometimes there's a requirement for a related title. Do you think it's a good idea to pursue this master's and venture into the Business Analytics path?

  • @taetae7778
    @taetae7778 Год назад

    Do Data Analysts work typically alone? Like other than interacting with Data Scientists and stuff?
    I’m a Developer and I’m used to working with other devs, so I’m a bit scared about having to work all alone

  • @rdbdebeer9085
    @rdbdebeer9085 10 месяцев назад

    Bro This helped alot.

  • @ibrahiimycl
    @ibrahiimycl 7 месяцев назад +1

    I am looking for a colleague to advance in the field of data science, someone I can exchange ideas with and learn together

    • @mo-chen
      @mo-chen  7 месяцев назад

      Check the invite link to my discord in the description please. It’s a great data community where you can easily connect with people.

    • @ibrahiimycl
      @ibrahiimycl 6 месяцев назад

      @@mo-chen I accepted your invitation, thank you

    • @TinyKideo
      @TinyKideo 6 месяцев назад

      Bro, a lot of Subscribers with no videos on your channel, genius!

    • @ibrahiimycl
      @ibrahiimycl 6 месяцев назад

      @@TinyKideo:))

  • @ssk3532
    @ssk3532 Год назад

    Hello everyone
    Currently I'm doing job as MSSQL database administrator now I want to switch my role. Because as I see demand of mssql dba is decreasing Kindly give me some tips which role is best for me

  • @yokimatzu6829
    @yokimatzu6829 9 месяцев назад

    Do i need to communicate with stakeholders for data engineer role

  • @anshulbhardwaj909
    @anshulbhardwaj909 Год назад

    Hey Mo! Would you be making an end to end Churn Analysis Project a anytime soon?!

    • @mo-chen
      @mo-chen  Год назад

      Check this out -> ruclips.net/video/RxXdMs34lik/видео.htmlsi=tNCFMdjVIOluI38y

  • @nari1071
    @nari1071 Год назад

    Can someone explain to me the need of statistics knowledge for a data analyst ?

  • @АлександрМонахов-е9ф
    @АлександрМонахов-е9ф 11 месяцев назад

    It is ELT process or im mistaken?

  • @dannymaine8894
    @dannymaine8894 6 месяцев назад

    Very educative

    • @mo-chen
      @mo-chen  6 месяцев назад

      I’m glad you liked it!

  • @keylanoslokj1806
    @keylanoslokj1806 Год назад

    How do you get a portfolio site to showcase your excel projects?

    • @mo-chen
      @mo-chen  Год назад +3

      You could write an article on medium with nice visuals and link the excel file and data to the article.

  • @zabashhd459
    @zabashhd459 Год назад

    Hi Mo, can you suggest me top portfolio projects that can get me a Job In Data Analytics ?

    • @mo-chen
      @mo-chen  Год назад +1

      ruclips.net/p/PLodYDTuHA29aa_5UPCNg_g5fyleHxTZPU&si=swLXAyMBgRYtYg5E Here you go 😁

  • @datawithtess
    @datawithtess Год назад +1

    Nice video

  • @datawithtess
    @datawithtess Год назад +1

    Nice background

  • @PotentialVicky
    @PotentialVicky 2 месяца назад

    Please I want to be a data engineer

  • @goutamnayak5011
    @goutamnayak5011 Год назад

    Can copilot 365 and other ai tools do all type of works in ms Excel or is it still important to learn ms Excel all functions and advance formulas ?????
    Please ans me sir

  • @ИванИваныч-б3и
    @ИванИваныч-б3и 5 месяцев назад

    Nice

  • @syedmatluburrahman1958
    @syedmatluburrahman1958 8 месяцев назад

    Salary of data analyst?

  • @goutamnayak5011
    @goutamnayak5011 Год назад

    Copilot and other ai tools replace the Data analyst jobs ???

    • @mo-chen
      @mo-chen  Год назад

      This video should answer your question ruclips.net/video/NC7Maf-DYXA/видео.htmlsi=eKFI2T6wFqEAjR05 😁

  • @anidiotsguide757
    @anidiotsguide757 Год назад +53

    This video was clearly made for the tiktok-generation. Things constantly popping up on screen, sound effects, random zooms all the time. Exhausting

    • @felipeoliveira8464
      @felipeoliveira8464 10 месяцев назад +12

      Just like every other ytb channel.
      Video is flawless

    • @dotmalec
      @dotmalec 10 месяцев назад +1

      Agree, too much for me. If you do this every few minutes it's ok to catch attention to some important topic. Pop ups every few seconds is just annoying.
      The content is great 👍

    • @sudevsen
      @sudevsen 8 месяцев назад +4

      ? Clearly you haven't seen tiktok. The pace is much faster

    • @rogeremilemanzi406
      @rogeremilemanzi406 7 месяцев назад

      I agree, 1 minute in!

    • @uselessvideo
      @uselessvideo 7 месяцев назад +5

      I’m 49 and this vid structure was on point to me. No fluff, and basic visuals to support the descriptions. I don’t c the reason for the complaint here.