How to Choose Between a Career in Data Analytics vs Software Engineering

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  • Опубліковано 3 лют 2025

КОМЕНТАРІ • 92

  • @GregHogg
    @GregHogg  Рік тому +1

    Take my courses at mlnow.ai/!

    • @Hrodr1c
      @Hrodr1c Рік тому

      Where did the Coursera courses go why did you erase them!!!! Would you please share again?

  • @hairyape_8103
    @hairyape_8103 2 роки тому +18

    Thanks man, been wrestling with this exact decision my entire senior year. Just graduated w a bachelor's in Computer Science and still complacent about it.

    • @GregHogg
      @GregHogg  2 роки тому +2

      I hope this helped!!

    • @GregHogg
      @GregHogg  2 роки тому +2

      Congrats btw!!!

    • @whitewalker5323
      @whitewalker5323 11 місяців тому +1

      Same actually, graduated with software engineering bachelors but i dont enjoy it as much as i enjoy data analytics. The only downside is the pay for data analytics

  • @zakariaismail5912
    @zakariaismail5912 2 роки тому +4

    Hey Greg, thanks for the video and showing the difference between the two. I have a degree in statistics & computer programming and I have been doing more of analytics than coding at work and I was wondering on which path to pursue further. This video has helped me towards taking the right decisions. Thank you.

    • @GregHogg
      @GregHogg  2 роки тому +1

      Whatever your heart desires!

    • @LinhPham-4568
      @LinhPham-4568 9 місяців тому

      I'm also confused like you, what have you chosen?

  • @thelastcelebritymfr4621
    @thelastcelebritymfr4621 Рік тому +11

    Do I become a Data Analyst or Front End Developer or Backend Developer? Looking at the one that I can easily absorb and aligns with my personality. I haven’t watch UA-cam videos, but I still can’t make a decision.

  • @ethanngo7778
    @ethanngo7778 Рік тому

    thanks for the video and resources !

  • @thomasdinh2k
    @thomasdinh2k Рік тому +3

    I’m bad a math and consider myself a creative guy, but I also interested in using excel and google sheets trying to figure out how to use data efficiently. What career path should I choose?

  • @hamedrahimishokouh6069
    @hamedrahimishokouh6069 Рік тому +1

    That was a useful 👌🏻 video. Thanks alot

  • @elishaoluwafemi1982
    @elishaoluwafemi1982 Рік тому

    Thank you, Greg!

  • @vectoralphaSec
    @vectoralphaSec 2 роки тому +2

    Wait so what exactly is the difference in experience and education, and difficulty in getting hired between Data Analyst and a Data Scientist??

  • @soniamorales3435
    @soniamorales3435 Рік тому

    Hey Greg :3 I've been taking the data analyst path for sometime now and realized that I'm in love with SQL and feel more fascinated by coding and debugging. How should I go about transitioning to a more Backend Dev background with the Data analysis exposure I already have? Or would I have to simply start over from the ground up to better suit my interests?

    • @Thinkinator323
      @Thinkinator323 9 місяців тому

      Ooooh. Asking this same question. Have you decided or taken a path yet?

  • @ameenabdulla1082
    @ameenabdulla1082 2 роки тому +6

    Hi Greg, now I am working as a oracle sql developer in CTS. Which role is more good for transition, is it data analyst or software developer?

    • @bodzio7843
      @bodzio7843 Рік тому +1

      Database developer with diverse SQL dialects. You will earn more than data analyst

  • @dorukilhan4329
    @dorukilhan4329 10 місяців тому

    i have a question , so when you say software engineering isnt it the general name of every stuff like data scientist, ai enginer, web site developer just asking because when you compare software engineering with data scientist i feel like they could be considered as a same think

  • @tjtolentino
    @tjtolentino 10 місяців тому +1

    love your hat! where'd you get it? 😀

  • @anzathupindani9157
    @anzathupindani9157 2 місяці тому

    Is it possible to become both a software engineer with data analytics skills?

  • @vectoralphaSec
    @vectoralphaSec 2 роки тому +3

    So as someone who eventually one day wants to work in data science industry, is there an entry level job role that one can apply as a starting point and just get promoted/ level up to a data science in time rather than just trying to apply for a data science position from the get go? I dont mind starting at the bottom and working my way up the ladder.

    • @sr-xd8jb
      @sr-xd8jb 2 роки тому +7

      Try for data analyst role. You need Excel, Tableau/PowerBi and SQL. You can get this job in 3 months. After getting your first job start learning Python and prepare the skills needed for data engineering job. You can switch to DE after 1-1.5 years of experience.

    • @vectoralphaSec
      @vectoralphaSec 2 роки тому +1

      @@sr-xd8jb Are there any alternatives to Excel, and Tableau/ PowerBi?? I have linux so i cant use Excel and i cant afford Tableau. Is there anything free i can use?

    • @tybaltmercutio
      @tybaltmercutio 2 роки тому +1

      @@vectoralphaSec In Linux and UNIX based systems, there is Libreoffice. But I don‘t know whether it is as „good“ as or equivalent to the Microsoft stuff.
      Anyways, I would recommend you to learn python programming (instead) since it is much more powerful and also far more important to be able to do data analytics and data science using python and its libraries.

    • @vectoralphaSec
      @vectoralphaSec 2 роки тому +1

      @@tybaltmercutio Wait so I can do everything that Excel, Tableau and such can do in Python instead? So if I learn python I won't need to learn those other apps?

    • @edboss36
      @edboss36 Рік тому

      @@vectoralphaSec how’s it going?

  • @LastTrueLove512
    @LastTrueLove512 Рік тому

    Hey, great video! One quick question. You mentioned entry level data analystics postions are often acquired through Google Data Analytics Certificates. Is that still the trend today?

    • @GregHogg
      @GregHogg  Рік тому +1

      They would definitely help yeah, although I think it's more about the skills than the certificates.

  • @Hiddenflower
    @Hiddenflower Рік тому +2

    I'm majoring in Computer Science as an undergraduate and I have to decide on specializing in Software Development or in Administration, Management and Exploitation of Data. I really like coding, but I found out in school that I'm actually pretty good in SQL. Working in data interests me a lot and I'm interested in Data Science, however, I don't know which specialty would work best for me. I heard that most jobs in Data Science and Data Architecture prefers people with Masters or Doctorate degrees. I know that I don't want to pursue a Master's degree after finishing my Bachelor's degree. Is there any advice that you could tell me to help me decide on which specialty to chose? It's so hard when I'm interested in both.

    • @GregHogg
      @GregHogg  Рік тому +1

      Definitely the machine learning heavy roles often require masters or PhD. There's still many SQL style jobs, especially in data engineering, that don't require further education. Hope that helps :)

    • @Hiddenflower
      @Hiddenflower Рік тому

      @@GregHogg Thank you so much, your response helps a lot! :D For Data Engineering, do I need an Engineering degree for this?

    • @GregHogg
      @GregHogg  Рік тому +1

      @@Hiddenflower Anything software related should do. No problem!

    • @Hiddenflower
      @Hiddenflower Рік тому

      @@GregHogg Thank you so much!!! :D

  • @moxdegiourno7984
    @moxdegiourno7984 2 роки тому +2

    i have a question not really related i think..
    i have experience as back end developer however i wont lie im becoming stressed of it even though i could do it, i was thinking of just taking quality assurance or just data analyst is it viable for me even though i don't have any experience in as that? also is it more fun in that career?

    • @edboss36
      @edboss36 2 роки тому +1

      Why do you find back end boring?

    • @Norono
      @Norono 2 роки тому

      If you are a back end developer you can easily switch to ml engineering

    • @BulbasaurLeaves
      @BulbasaurLeaves 2 роки тому +1

      In my experience, quality assurance is very high pressure. If you end up at the wrong company, you can end up being more or less forced to approve software you don't have time to test. Then, you're the scapegoat when the customer inevitably runs into serious bugs.

  • @jefone1827
    @jefone1827 2 роки тому +6

    i think you should make visuals, graphs, tables that will differentiate these concepts and show the pros and cons or advantages and disadvantages etc rather than just verbal explanation. because honestly its hard to understand and after the video i was still not enlightened. thank you

    • @edboss36
      @edboss36 2 роки тому +1

      I agree, but many people do it on UA-cam to get more watch time..

    • @martinlutherkingjr.5582
      @martinlutherkingjr.5582 Рік тому +2

      That's a lot harder than rambling

  • @I_Lemaire
    @I_Lemaire Рік тому +1

    What is your opinion of SWE in wake of GPT-4?

    • @GregHogg
      @GregHogg  Рік тому +2

      It's fast to code! Haha

  • @phoenixflower1225
    @phoenixflower1225 2 роки тому +5

    Hi Greg - I'm a CPA in accounting tussling to move between data analytics or software engineering. I was being told that my background would logically fit to a transition in data analytics. But i'm not sure since i'm more of a creative type but also like detective stuff (like finding stuff via evidence) so I'm not sure.... what would you suggest a good path to figure this out is?. What's the growth potential comparing both - could you offer any insights into that.
    Awesome video - Thank you!!

    • @GregHogg
      @GregHogg  2 роки тому +2

      Growth potential for both is plenty. I do feel like your skillset would translate quicker to analytics, but I encourage you to do whatever you feel is the best choice 😃

  • @Souley-hy6sb
    @Souley-hy6sb Рік тому +1

    with a software engeneering degree is it possible to go into the data analytical sector and land a job

    • @GregHogg
      @GregHogg  Рік тому

      That would be the ideal degree probably

  • @sameerlife-jr8bp
    @sameerlife-jr8bp 7 місяців тому

    Hello, I'm from Bangladesh. My question, can a data analyst work as a software engineer?

  • @RahzAlGhul
    @RahzAlGhul 2 роки тому +1

    Does this apply to QA Automation and Manual QA? Also are QA Engineers/Testers seen as Engineers?

    • @GregHogg
      @GregHogg  2 роки тому

      Hmm there's sometimes a bit of a bias against them, it depends on the job and it depends who you ask

    • @RahzAlGhul
      @RahzAlGhul 2 роки тому

      @@GregHogg are they seen as Engineers or just testers in the industry

  • @clasherdash4882
    @clasherdash4882 Рік тому

    Will i get a job if i persure Undergraudate degree in Computer Science and Masters degree in Data Science?

  • @hasanin2683
    @hasanin2683 2 роки тому +1

    Which is better for freelancing?

    • @GregHogg
      @GregHogg  2 роки тому +11

      Probably software, more jobs in general.

  • @BulbasaurLeaves
    @BulbasaurLeaves 2 роки тому

    Do data scientists generally work in agile scrum teams?

    • @GregHogg
      @GregHogg  2 роки тому

      Lots of variation. Also, excellent username!

  • @harikiddy
    @harikiddy Рік тому

    Does a data scientist job specifically requires a computer science degree ?

    • @GregHogg
      @GregHogg  Рік тому

      No, but that's certainly a great degree to get for it

    • @Mikebigmike94
      @Mikebigmike94 Рік тому

      Theres a lot of universities. Like mine. That offer a data science degree. It’s content is basic coding, statistics (lots of statistics), data analysis, machine learning etc.

  • @timvibes
    @timvibes 2 роки тому +4

    Which one talks less to people and instead more typing?

    • @GregHogg
      @GregHogg  2 роки тому +8

      Nice, I'm an introvert too lol. Probably the software engineer because there's less chance of graph-like presentations that come up a lot in analytics. You won't escape all the talking though haha. Entrepreneurship is the way to go for that one!

    • @Veda_Yudh
      @Veda_Yudh 11 місяців тому

      After 1 year has passed, have you made a decision?

  • @melancholiadementia
    @melancholiadementia 2 роки тому +1

    Hey some of the description links aren't working

    • @GregHogg
      @GregHogg  2 роки тому +1

      Thank you for telling me this!

  • @dancingdrawings9911
    @dancingdrawings9911 2 роки тому

    Good Morning sir, my name is jaya, I have no knowledge in IT. I want to change my career in IT. I am 2007 pass out Bsc Chemistry. Please suggest me Sir what course is best for me. Thank you.

    • @ivan_9386
      @ivan_9386 Рік тому +1

      CS50 Harvard course

    • @I_Lemaire
      @I_Lemaire Рік тому

      @@ivan_9386 CS50 Web or CS50 AI Plus CCNA

  • @devlin.p_05
    @devlin.p_05 Рік тому +2

    can a data analyst move to software engineer ?

  • @christhomas7091
    @christhomas7091 2 роки тому +5

    Which is less stressful in general?

    • @GregHogg
      @GregHogg  2 роки тому +4

      I don't think there's any visible trend here.

  • @lukeallan6486
    @lukeallan6486 Рік тому +1

    Hmmmm dont know what to choose when AI is in the limelight too. But exciting times ahead anyway.

    • @GregHogg
      @GregHogg  Рік тому

      It's true, AI is killing it right now. Lots of opportunities all around

  • @brandonsager223
    @brandonsager223 8 місяців тому

    Be the stakeholder

  • @renesho507
    @renesho507 2 роки тому +6

    OK but Data scientists and analysis are different

    • @GregHogg
      @GregHogg  2 роки тому +2

      Sometimes, not always

  • @Idontthinkilive
    @Idontthinkilive Рік тому +1

    Hi, I have no degree related to any one of them. You said academic background is less important for data analysis. Is Data Analysis the best option for me to pick and get hired?

    • @GregHogg
      @GregHogg  Рік тому

      Degrees are highly preferred, but I'd say yes to your question

    • @Eljefe5948
      @Eljefe5948 Рік тому +1

      a degree hold more weight and credibility. because it says how responsible of a person you are. if you don't have that, you must make it up with heavy experience

    • @Idontthinkilive
      @Idontthinkilive Рік тому

      Yes but unfortunately i don't have it :( @@Eljefe5948

  • @thelastcelebritymfr4621
    @thelastcelebritymfr4621 Рік тому +1

    Do I become a Data Analyst or Front End Developer or Backend Developer? Looking at the one that I can easily absorb and aligns with my personality. I have watched UA-cam videos, but I still can’t make a decision.

    • @dewigesrek5651
      @dewigesrek5651 Рік тому +3

      hate to break it up for you, in the end both are only a job and job only. i experienced both and in the end it’s just a job that pays well

    • @dewigesrek5651
      @dewigesrek5651 Рік тому +4

      personality has nothing to do with it, just pick which one is easier to learn for you

    • @danielsavignon6652
      @danielsavignon6652 Рік тому +1

      I am on the scenario than you. Were you able to decide?

    • @dewigesrek5651
      @dewigesrek5651 Рік тому +1

      @@danielsavignon6652 i became data engineer that handles data pipeline