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

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  • เผยแพร่เมื่อ 25 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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    Friends ITkFUNDE channel wants to bring I.T related knowledge, information, career advice, and much more to every individual regardless of whether he or she belongs to I.T or not. This channel is for everyone interested in learning something new!

ความคิดเห็น • 175

  • @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.

  • @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

  • @EMPELZIP
    @EMPELZIP 2 ปีที่แล้ว +1

    Great analogy! Thanks foryourcreativity!!

  • @user-us2to5so4s
    @user-us2to5so4s 4 หลายเดือนก่อน

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

  • @nikhil2580
    @nikhil2580 ปีที่แล้ว +2

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

  • @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

  • @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

  • @vijaygavandar1956
    @vijaygavandar1956 2 ปีที่แล้ว +1

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

  • @MartinKuzmicz
    @MartinKuzmicz 2 ปีที่แล้ว +1

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

  • @fenggao3170
    @fenggao3170 ปีที่แล้ว

    Amazing, concise and clear explanation. Thanks, Funde

  • @infinioda108
    @infinioda108 ปีที่แล้ว

    absolutely great, thanks Sirji

  • @mraa4950
    @mraa4950 2 ปีที่แล้ว

    Very well done sir !
    You channel is very underrated.

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

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

  • @Gozhini
    @Gozhini ปีที่แล้ว

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

  • @mathiasmorgan5792
    @mathiasmorgan5792 ปีที่แล้ว +1

    Very well done, thanks!

  • @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.

  • @jayanthadesilva3505
    @jayanthadesilva3505 ปีที่แล้ว

    Great Job. Thank You !

  • @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 😊😊

  • @vikashsaxena5929
    @vikashsaxena5929 ปีที่แล้ว

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

  • @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☺️🙏

  • @sandeepgiri715
    @sandeepgiri715 ปีที่แล้ว

    Amazing explanation between all three!!

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

    Excellent explanation man!

  • @sandeepbabusirisinagandla2504
    @sandeepbabusirisinagandla2504 ปีที่แล้ว

    Thank you so much. Very good explanation.

  • @juliane1mota
    @juliane1mota ปีที่แล้ว

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

  • @shaikusman536
    @shaikusman536 ปีที่แล้ว

    Awsome ANlogy brother...Well explained..Thanks

  • @itsnlee
    @itsnlee ปีที่แล้ว +1

    Very helpful explanation, thank you.

  • @siddhartha1651982
    @siddhartha1651982 ปีที่แล้ว

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

  • @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

  • @sagartejas1860
    @sagartejas1860 10 หลายเดือนก่อน

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

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

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

  • @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.

  • @stelingtonumiong5575
    @stelingtonumiong5575 ปีที่แล้ว +3

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

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      ♥️♥️♥️🙏🙏

  • @ZawmyoHtet-lg7jn
    @ZawmyoHtet-lg7jn ปีที่แล้ว

    Thank you for your sharing.

  • @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

  • @oguzhantopaloglu9442
    @oguzhantopaloglu9442 2 ปีที่แล้ว +1

    this video was extremely helpful

  • @viduminisulochanaperera3553
    @viduminisulochanaperera3553 ปีที่แล้ว

    Thank You!

  • @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.

  • @shwetam0804
    @shwetam0804 ปีที่แล้ว +1

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

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      thanks a lot 🙏❤️

  • @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

  • @georgebernad5131
    @georgebernad5131 ปีที่แล้ว +1

    Understood well sir!!

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      Thanks George

  • @shyam7314
    @shyam7314 ปีที่แล้ว

    The best explantion ever .

  • @mubashermalik4799
    @mubashermalik4799 ปีที่แล้ว

    most accurate information ever

  • @sureshdarla5540
    @sureshdarla5540 ปีที่แล้ว +1

    Excellent bro

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

    The video was quite helpful. Thanks 👍

    • @ITkFunde
      @ITkFunde  11 หลายเดือนก่อน

      ❤️

  • @focus8070
    @focus8070 ปีที่แล้ว +2

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

    • @ITkFunde
      @ITkFunde  ปีที่แล้ว

      ♥️♥️♥️

  • @aninditasinhabanerjee1610
    @aninditasinhabanerjee1610 ปีที่แล้ว

    very clear explanation

  • @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.

  • @someshrewadkar3899
    @someshrewadkar3899 ปีที่แล้ว +2

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

  • @DATAisFuturReHindi
    @DATAisFuturReHindi ปีที่แล้ว

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

  • @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

  • @aryachavan3259
    @aryachavan3259 2 ปีที่แล้ว +1

    Thank you!

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +1

      Thanks Arya

  • @mest8589
    @mest8589 ปีที่แล้ว

    Great work

  • @kjkeyan
    @kjkeyan 2 ปีที่แล้ว +2

    Very interesting and informative session sir.

    • @ITkFunde
      @ITkFunde  2 ปีที่แล้ว +1

      Thanks brother ☺️

  • @manojkokane3365
    @manojkokane3365 ปีที่แล้ว

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

  • @sathiyakumard46
    @sathiyakumard46 ปีที่แล้ว

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

  • @oye_pokemon
    @oye_pokemon ปีที่แล้ว +3

    Hi, Please suggest Certification course for data engineer. Thanks

  • @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

  • @pranaypandu9268
    @pranaypandu9268 ปีที่แล้ว

    Love you sir nice video

  • @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

  • @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

  • @fahadbawazir1771
    @fahadbawazir1771 ปีที่แล้ว

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

  • @mvsk2k
    @mvsk2k 2 ปีที่แล้ว +1

    Analogy is good one

  • @muezabebe-sr5pn
    @muezabebe-sr5pn 7 หลายเดือนก่อน

    you are amazing

  • @shravanthikarnati1987
    @shravanthikarnati1987 ปีที่แล้ว

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

  • @yallamandab7976
    @yallamandab7976 ปีที่แล้ว +1

    Super explanation awesome

  • @sjjoshi123
    @sjjoshi123 2 ปีที่แล้ว +1

    Fabulous

  • @sharonsunish5076
    @sharonsunish5076 2 ปีที่แล้ว +1

    Brilliant names. Dane dana and daisy!

    • @GulraizHayat
      @GulraizHayat ปีที่แล้ว +2

      Da-en, Da-ana, Da-Sci

  • @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

  • @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?

  • @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?

  • @SonuKumar-kk1fu
    @SonuKumar-kk1fu ปีที่แล้ว

    Which is more easy to learn?

  • @auwalmurtala8232
    @auwalmurtala8232 ปีที่แล้ว

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

  • @jayanth1376
    @jayanth1376 2 ปีที่แล้ว +1

    👌👌👌

  • @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

  • @ballkrishnaj2757
    @ballkrishnaj2757 2 ปีที่แล้ว +1

    Super

  • @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?

  • @Ash_2772
    @Ash_2772 ปีที่แล้ว

    Should i study business to become a data analyst?

  • @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?

  • @rashmiranjankhuntia7147
    @rashmiranjankhuntia7147 8 หลายเดือนก่อน

    Hello sir, which one is easy among 3.

  • @visha6555
    @visha6555 ปีที่แล้ว

    is it possible to change hadoop admin to data engineer

  • @lofmaan
    @lofmaan หลายเดือนก่อน

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

  • @zhikaizhang1924
    @zhikaizhang1924 8 หลายเดือนก่อน

    👍🙏

  • @harshavardhannayaka6257
    @harshavardhannayaka6257 ปีที่แล้ว

    Sir which of these three can ve considered as entry level

  • @amanvirsinghvohra5846
    @amanvirsinghvohra5846 10 หลายเดือนก่อน

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

  • @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

  • @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

  • @od2437
    @od2437 ปีที่แล้ว

    What currency is that

  • @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

  • @johnsonokeyo545
    @johnsonokeyo545 ปีที่แล้ว

    Is computer science engineering same as Data science engineering?

  • @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.

  • @somnathchakrabortty7059
    @somnathchakrabortty7059 2 ปีที่แล้ว

    Which is best institute to learn data science in India?

  • @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

  • @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

  • @saileshvenkata5368
    @saileshvenkata5368 ปีที่แล้ว

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

  • @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

  • @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 ?

  • @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 ....🥺

  • @the_invisible__
    @the_invisible__ 2 ปีที่แล้ว +3

    Data Engineer is best👍🏻