data engineer vs data analyst vs data scientist - Which role is for you? (2021)

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  • เผยแพร่เมื่อ 15 มิ.ย. 2024
  • data engineer vs data analyst vs data scientist - Which role suits for you? [2021]
    #dataengineer #dataanalyst #datascientist #role #career #salary
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    Hi Friends, I am Anshul Tiwari, and welcome to our youtube channel ITkFunde.
    More about this video -
    In this video, I would like to clarify all your doubts about the 3 most sought-after roles in the field of data and the overall I.T industry today. These 3 roles are Data Engineer vs Data Analyst vs Data Scientist.
    Yet again with the help of a real-life example, we will understand the subtle differences between these 3 roles data engineer, data analyst, and data scientist, and which role is best suited for you?
    We will also perform a side-by-side comparison of these roles on different parameters like role, toolset, pay scale, etc. We will understand why these roles have become so important in the age of big data.
    I am sure by end of this video you will have a fair understanding of what exactly we do under these roles and which role suits your profile.
    Hope this video inspires you, to take the role of data engineer, data analyst, or data scientist.
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ความคิดเห็น • 175

  • @squaregaming4077
    @squaregaming4077 ปีที่แล้ว +2

    That's the exact explanation that I was looking for. Cleared most of the doubts from your video. Thank you

  • @thetruongninh6513
    @thetruongninh6513 2 ปีที่แล้ว +5

    thank you so much for the information. Although i am already a data engineer, but your contents help me to find out what i need to improve my insight skills

  • @salahudinkabirr4505
    @salahudinkabirr4505 ปีที่แล้ว +2

    MashaAllah.. very nicely detailed and explained.. and i feel that i missed this education for two years.. oho..its superb brother

  • @MartinKuzmicz
    @MartinKuzmicz 2 ปีที่แล้ว +1

    very clear - thanks for the video. It helps me to know what I like and what I'm doing :)

  • @hockeyloverstv1674
    @hockeyloverstv1674 2 ปีที่แล้ว +4

    The Video gives a good clarification about the roles.
    Please tell the reputed sites from where you got the salary information.

  • @EMPELZIP
    @EMPELZIP 2 ปีที่แล้ว +1

    Great analogy! Thanks foryourcreativity!!

  • @fenggao3170
    @fenggao3170 ปีที่แล้ว

    Amazing, concise and clear explanation. Thanks, Funde

  • @saaz1506
    @saaz1506 2 ปีที่แล้ว +8

    Thank you so much for this information, it helped to clarify the confusion I was facing with. Your videos are so helpful all the time😊

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว

      Thanks Alexandra☺️🙏

  • @stardust-su2uz
    @stardust-su2uz 2 ปีที่แล้ว +20

    This is new! Clarifying hard topics with a storytelling approach. Good one.

  • @instalearn6173
    @instalearn6173 2 ปีที่แล้ว +38

    Fabulous explanation of differences between these 3 roles, in an exciting story telling way. Your videos never disappoint

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว

      Thanks Buddy 😊😊

  • @muraliviju3484
    @muraliviju3484 2 ปีที่แล้ว +29

    1 minute silence for the person who disliked this video. No other in the universe can make u understand than this.

  • @Gozhini
    @Gozhini ปีที่แล้ว

    Thank you for your clear, simple and understandable explanation !!!.

  • @user-us2to5so4s
    @user-us2to5so4s 3 หลายเดือนก่อน

    Looking for this from long back. Informative and helpful. Thank you.

  • @vikashsaxena5929
    @vikashsaxena5929 ปีที่แล้ว

    Best explanation which I have ever found on web. Kudos to you

  • @nikhil2580
    @nikhil2580 ปีที่แล้ว +2

    I’ve learned so much from you. Thank you 🙏

  • @mraa4950
    @mraa4950 2 ปีที่แล้ว

    Very well done sir !
    You channel is very underrated.

  • @behrad9712
    @behrad9712 ปีที่แล้ว

    Thank you so much for example base comparison! 🙏👍

  • @Hungrymotivation763
    @Hungrymotivation763 ปีที่แล้ว +1

    You have just made life easier for me with this simple explanation

  • @juliane1mota
    @juliane1mota ปีที่แล้ว

    I truly love your channel. Thank you for sharing your valuable knowledge with us.

  • @vijaygavandar1956
    @vijaygavandar1956 2 ปีที่แล้ว +1

    Thank you bhai ...very well delivered!!!!!

  • @siddhartha1651982
    @siddhartha1651982 ปีที่แล้ว

    Just wanted to say, thank you for making this video!

  • @FA-tz9wk
    @FA-tz9wk ปีที่แล้ว +1

    Thank you for explaining. Helped me see the difference very clearly!

  • @shaikusman536
    @shaikusman536 ปีที่แล้ว

    Awsome ANlogy brother...Well explained..Thanks

  • @sandeepgiri715
    @sandeepgiri715 ปีที่แล้ว

    Amazing explanation between all three!!

  • @stelingtonumiong5575
    @stelingtonumiong5575 ปีที่แล้ว +3

    Only one explains can change my mind 🙏🏻🙏🏻🙏🏻🤝🤝thank you❤ sir keep it up

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      ♥️♥️♥️🙏🙏

  • @sandeepbabusirisinagandla2504
    @sandeepbabusirisinagandla2504 ปีที่แล้ว

    Thank you so much. Very good explanation.

  • @itsnlee
    @itsnlee ปีที่แล้ว +1

    Very helpful explanation, thank you.

  • @sagartejas1860
    @sagartejas1860 9 หลายเดือนก่อน

    Thank you very much. I’m a beginner because of your video I have a clear direction to go by

  • @infinioda108
    @infinioda108 ปีที่แล้ว

    absolutely great, thanks Sirji

  • @mathiasmorgan5792
    @mathiasmorgan5792 ปีที่แล้ว +1

    Very well done, thanks!

  • @rocknur
    @rocknur ปีที่แล้ว +3

    Om ganganpati namah 🙏...
    Thanks for the great video brother.. Presently I'm a data analyst... And aspiring to become data scientist

    • @konerunithin1965
      @konerunithin1965 ปีที่แล้ว +1

      Hi Rockstar, i want to become a data analyst, can you guide me roadmap of to become data analyst

  • @Felix_iweka
    @Felix_iweka 7 หลายเดือนก่อน

    Thank you so much , for making it so clear and understandable to me, now I can finally choose one to specialize on . Please can you do full tutorial video on data engineering..... , you can teach it best because all your already made videos are well good and understandable for beginners and professional

  • @amritanshu.mittal
    @amritanshu.mittal ปีที่แล้ว +1

    Excellent explanation man!

  • @jayanthadesilva3505
    @jayanthadesilva3505 ปีที่แล้ว

    Great Job. Thank You !

  • @shwetam0804
    @shwetam0804 ปีที่แล้ว +1

    This video really helped me to get out of my doubts ...Thanks a lot!!

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      thanks a lot 🙏❤️

  • @DATAisFuturReHindi
    @DATAisFuturReHindi ปีที่แล้ว

    Very good comparison....well explained...thanks from Data is FuturRe channel Dedicated to Data Science

  • @oguzhantopaloglu9442
    @oguzhantopaloglu9442 2 ปีที่แล้ว +1

    this video was extremely helpful

  • @someshrewadkar3899
    @someshrewadkar3899 ปีที่แล้ว +2

    ॐ गं गणपतये नम: that you have written is Fabulous❤

  • @focus8070
    @focus8070 ปีที่แล้ว +2

    Love you bro just you explain this it's really helpfull for us.

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      ♥️♥️♥️

  • @DavidOtuokere-pz6ib
    @DavidOtuokere-pz6ib ปีที่แล้ว +1

    The video was quite helpful. Thanks 👍

    • @ITkFunde
      @ITkFunde  11 หลายเดือนก่อน

      ❤️

  • @ZawmyoHtet-lg7jn
    @ZawmyoHtet-lg7jn ปีที่แล้ว

    Thank you for your sharing.

  • @fahadbawazir1771
    @fahadbawazir1771 ปีที่แล้ว

    In Hindi your explanation is GAAGAR ME SAGAR which means SEA IN A JUG or CHAMBU which is Good

  • @jainamshah842
    @jainamshah842 ปีที่แล้ว +2

    Actually what I believe in 3-4 years if you are capable of all the 3 domains you are the king of data science.

  • @georgebernad5131
    @georgebernad5131 ปีที่แล้ว +1

    Understood well sir!!

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Thanks George

  • @kjkeyan
    @kjkeyan 2 ปีที่แล้ว +2

    Very interesting and informative session sir.

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +1

      Thanks brother ☺️

  • @thejerzeydude
    @thejerzeydude 2 ปีที่แล้ว +1

    The pay is more for these roles here what is your current location and title? Like you videos thank you

  • @GauravSingh-bp8nw
    @GauravSingh-bp8nw ปีที่แล้ว +1

    Thank you sir, today I came to know at which position i work on

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Thanks Gaurav

  • @subamsarkar_
    @subamsarkar_ 2 ปีที่แล้ว +20

    I came once again after 2 months. I'm liking the role of data engineer now. But I aspire to be Full Stack Data Engineer. From collecting the data , filtering it and making dashboards and front end applications.

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +2

      Go for it Subam👍

    • @subamsarkar_
      @subamsarkar_ 2 ปีที่แล้ว +1

      @@ITkFunde Thanks sir.

    • @kavitapandit6047
      @kavitapandit6047 ปีที่แล้ว +1

      Are you data engineer?

    • @vivekjoshi3769
      @vivekjoshi3769 ปีที่แล้ว

      I was learning data analytics, but now I want to move into data engineering.
      I don't have a STEM degree, but I can work on projects. I hope they can help me get a foot in the door.
      Could you tell me what all skills I could transfer when moving from DA -> DE ?

    • @bhagyasree981
      @bhagyasree981 ปีที่แล้ว

      @@vivekjoshi3769 since you are not from tech background getting a job might be difficult. Especially since data field is so popular, competition is also heavy. I recommend taking some online courses with placemnt assistance

  • @TheSunshinefee
    @TheSunshinefee ปีที่แล้ว +3

    Very clear, thank you very much.
    Do u need to have a math undergraduate to be a data scientist or is common knowledge of math and statistics enough to get by as a data analyst?

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว +2

      Foundational knowledge is sufftient to start

  • @sathiyakumard46
    @sathiyakumard46 ปีที่แล้ว

    What's the connection between excel and sql and how it's working??? Kindly make a video..

  • @shyam7314
    @shyam7314 ปีที่แล้ว

    The best explantion ever .

  • @malatijanai7088
    @malatijanai7088 2 ปีที่แล้ว +1

    Sir could you help me to find best opportunity for EC engineer. What skills, what job field we have to go for... all about EC department

  • @aninditasinhabanerjee1610
    @aninditasinhabanerjee1610 ปีที่แล้ว

    very clear explanation

  • @oye_pokemon
    @oye_pokemon ปีที่แล้ว +3

    Hi, Please suggest Certification course for data engineer. Thanks

  • @parasgupta0108
    @parasgupta0108 ปีที่แล้ว +1

    Om gan ganpataye namah was the first impression i got from looking at the video and immediately subscribed to the channel.

  • @mubashermalik4799
    @mubashermalik4799 ปีที่แล้ว

    most accurate information ever

  • @viduminisulochanaperera3553
    @viduminisulochanaperera3553 ปีที่แล้ว

    Thank You!

  • @manojkokane3365
    @manojkokane3365 ปีที่แล้ว

    Everything was awesome very nicely explained, but salary looks very less 😢😢

  • @nieczerwony
    @nieczerwony ปีที่แล้ว +3

    I am not sure where you took the salary amounts from, but being in Ireland I wouldn't even look at them. I know automation engineers not even seniors who earn more then data engineers.

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Respect your views these figures could greatly vary i agree

  • @yallamandab7976
    @yallamandab7976 ปีที่แล้ว +1

    Super explanation awesome

  • @aryachavan3259
    @aryachavan3259 2 ปีที่แล้ว +1

    Thank you!

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +1

      Thanks Arya

  • @technicalsohan2098
    @technicalsohan2098 ปีที่แล้ว

    Hi sir,
    I have completed my graduation in English Honours this year. Now I want to become a data analytics. Is it possible for me, to go with data analytics?

  • @sureshdarla5540
    @sureshdarla5540 ปีที่แล้ว +1

    Excellent bro

  • @sharonsunish5076
    @sharonsunish5076 2 ปีที่แล้ว +1

    Brilliant names. Dane dana and daisy!

    • @GulraizHayat
      @GulraizHayat ปีที่แล้ว +2

      Da-en, Da-ana, Da-Sci

  • @subamsarkar_
    @subamsarkar_ 2 ปีที่แล้ว +24

    I Am Clear Now , I'm More of A Data Analyst. Not a Scientist Not An Engineer.

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +6

      Its a good role 👍

    • @subamsarkar_
      @subamsarkar_ 2 ปีที่แล้ว +3

      @@ITkFunde Thanks for the reply Sir. Sent you request in linkedin.
      Hopefully I'll be able to grasp the skills of a Engineer and a Scientist over the year.

    • @subamsarkar_
      @subamsarkar_ ปีที่แล้ว +3

      @@ITkFunde After One Year , I am more of a Data Engineer who loves his work.

    • @skh7056
      @skh7056 ปีที่แล้ว +3

      @@subamsarkar_ hey.. I am just gonna start my career as a data engineer.. what skills should I learn.. could you please guide
      And why you choose data engineer role after one year not Data Analyst role

    • @ajayshakti5818
      @ajayshakti5818 ปีที่แล้ว

      @@skh7056 they are already mentioned in the video.

  • @auwalmurtala8232
    @auwalmurtala8232 ปีที่แล้ว

    I’m first year CSE AI and DE specialization wanted to become DE or ML what is your advice..

  • @mest8589
    @mest8589 ปีที่แล้ว

    Great work

  • @aakashbisen
    @aakashbisen 2 ปีที่แล้ว +2

    I have 2.5 years of experience as mechanical engineer and also 2 yrs. of gap due covid. I want to enter into Tech field. I hv good academic(8.9 CGPA) but also have little stuttering problem. I am not able to decide between Software Development and Data Science. Plz guide me.

    • @dheerajdave3545
      @dheerajdave3545 ปีที่แล้ว

      Bro have u decided yet or still in mech field?

  • @xxxx-tb4de
    @xxxx-tb4de ปีที่แล้ว +1

    Based on responsibilities stated by you, it seems like Data engineers are paid less than Data Analysts who in turn get less than Data Scientist. Correct?

  • @pranaypandu9268
    @pranaypandu9268 ปีที่แล้ว

    Love you sir nice video

  • @mrsrikanth49
    @mrsrikanth49 ปีที่แล้ว

    Want to learn data analytics..can you help me out good links over TH-cam or Coursera or udemy ..and what abt Google data analytics programe?

  • @findme2day125
    @findme2day125 ปีที่แล้ว

    The salary quoted here is faaaaar too low compared to what we get in California, USA. I suppose he is talking in terms of Pounds. 50k Pounds = 60k USD. I mean even the tier 3 companies provide more package for entry level jobs here. Tier 1 Data Engineer in California will make 200k USD easily, plus the perks(additional). I am surprised to see the UK Data Engineer package here.

  • @shravanthikarnati1987
    @shravanthikarnati1987 ปีที่แล้ว

    Hey! Do you provide in detail training for data engineer?

  • @himanshuawasthi593
    @himanshuawasthi593 ปีที่แล้ว +1

    Sir if we are good in python coding sql power bi and math but intrested in backend which is good either data engineer or data scientist

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Hi Himanshu could you please elaborate more on wht exactly you want to do in backend

  • @AvinashKumar-mh6si
    @AvinashKumar-mh6si ปีที่แล้ว +2

    After watching many videos and this video, I am very much interested in Data Engineer/Science Job.
    Though, I am 11 years experienced Java developer. and As of now, I am happy with my job.
    Please suggest, Should I make transition to Data Engineer job, which I will do by pursuing some courses.

    • @vivekjoshi3769
      @vivekjoshi3769 ปีที่แล้ว

      Have you started yet? Just curious which roadmap you are following.
      Your Java experience will be helpful when you will become DE. I heard they use either Java or Python.

    • @dijkstra4852
      @dijkstra4852 11 หลายเดือนก่อน

      @@vivekjoshi3769 Scala is being used not java. Anyway its easy to learn scala if u know java

  • @SonuKumar-kk1fu
    @SonuKumar-kk1fu ปีที่แล้ว

    Which is more easy to learn?

  • @amanvirsinghvohra5846
    @amanvirsinghvohra5846 10 หลายเดือนก่อน

    In the age of Chatgpt, which field will remain relevant?

  • @somnathchakrabortty7059
    @somnathchakrabortty7059 ปีที่แล้ว

    Which is best institute to learn data science in India?

  • @muezabebe-sr5pn
    @muezabebe-sr5pn 7 หลายเดือนก่อน

    you are amazing

  • @rashmiranjankhuntia7147
    @rashmiranjankhuntia7147 8 หลายเดือนก่อน

    Hello sir, which one is easy among 3.

  • @vishwajeetsvocal4343
    @vishwajeetsvocal4343 7 หลายเดือนก่อน

    I am doing job as data mining and and data extraction from 3 years, can i switch in data engineer profile!? Pls tell me

  • @mvsk2k
    @mvsk2k 2 ปีที่แล้ว +1

    Analogy is good one

  • @harshavardhannayaka6257
    @harshavardhannayaka6257 ปีที่แล้ว

    Sir which of these three can ve considered as entry level

  • @naveennayudu8354
    @naveennayudu8354 ปีที่แล้ว +1

    Hi, brother I have completed my bachelor computer applications BCA and I'm so confused selecting programming language.can please help me which domain is best for BCA student.thank you

  • @ahmedazeem7566
    @ahmedazeem7566 ปีที่แล้ว +2

    Dear Anshul Tiwari I'm MBA qualified student specialization in Finance.
    Which course is best related for my degree and job level etc ?.

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      You can explore Data and Business analytics career

    • @ahmedazeem7566
      @ahmedazeem7566 ปีที่แล้ว

      Data means Data Analyst course to study ?
      And for Financial Data Analyst, is it related to MBA finance field or not ?

  • @lofmaan
    @lofmaan หลายเดือนก่อน

    which kind of job has the most amount of job openings?

  • @bhagyasree981
    @bhagyasree981 ปีที่แล้ว +1

    Nowadays when we look at job descriptions, recruiters are looking for people with all the skills (DE+DA+DS). It's so frustrating and overwhelming

  • @saileshvenkata5368
    @saileshvenkata5368 ปีที่แล้ว

    Hi sir Actually i came from non it background can i do these courses will please explain

  • @Ash_2772
    @Ash_2772 ปีที่แล้ว

    Should i study business to become a data analyst?

  • @starperson8815
    @starperson8815 ปีที่แล้ว

    I am 12nth student . If i enroll in online BS Data science program of IIT madras . Without enrolling any offline course . So is there any problem that i face while finding job ????
    Plase tell me sir ....🥺

  • @visha6555
    @visha6555 ปีที่แล้ว

    is it possible to change hadoop admin to data engineer

  • @sjjoshi123
    @sjjoshi123 2 ปีที่แล้ว +1

    Fabulous

  • @DeepakKumar-ik1sv
    @DeepakKumar-ik1sv ปีที่แล้ว +2

    I have completed my btech in 2016 till now, didnt join the IT company. its now 6 years can I do the Data engineer course.. Can get the job Age 30

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Yes you can, educate yourself with practical knowledge if needed do internships along with the course

  • @Playgames0012
    @Playgames0012 ปีที่แล้ว +1

    hello sir i'm in b.com but don't knw wht i do i think to learn data sci... soo sir can uh plz suggest me wht i do for my growth plz help

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Start with Data analyst its an easier transition as it needs data and analytical skills

  • @johnsonokeyo545
    @johnsonokeyo545 ปีที่แล้ว

    Is computer science engineering same as Data science engineering?

  • @ballkrishnaj2757
    @ballkrishnaj2757 2 ปีที่แล้ว +1

    Super

  • @__Analyser__
    @__Analyser__ ปีที่แล้ว +1

    I am currently working in MNC as software Engineer in support team, can I choose MBA (data science ) .is it right choice or not

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว +1

      It depends of your strengths and what u love doing,

    • @__Analyser__
      @__Analyser__ ปีที่แล้ว

      @@ITkFunde yes understood but for data science career instead of doing online certification can I do MBA data science? I am confused about that

  • @od2437
    @od2437 ปีที่แล้ว

    What currency is that

  • @freddyjoseph3038
    @freddyjoseph3038 ปีที่แล้ว +1

    Hi, am a chartered accountant. Would data analytics course add value to my profile.

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Hi Freddy you are in one of the most aspiring professions, I am no expert in your field but data and numbers are everywhere and more so in finance so in my view you should definetely learn data analytics. This would also help you understand your client needs, feedbacks and behaviour better

  • @lazygamer6869
    @lazygamer6869 ปีที่แล้ว +2

    I am a Data Analyst but my work is Data Engineer. However my salary still Data Analyst :(

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว +3

      Its a case with a lot of people in data, roles are convulted and u r asked to do way more than your role, good thing is you learn more and apply for a data engg role later with better salary

    • @cricbuzz_SG
      @cricbuzz_SG ปีที่แล้ว

      Sir,Please share anyone data analytics syllabus.

    • @lazygamer6869
      @lazygamer6869 ปีที่แล้ว

      @@ITkFunde yeah your right. I'm just here for experience