Complete data roadmap 2024 | All profiles in data domain with salary range 6LPA to 1Cr

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  • Опубліковано 4 жов 2024

КОМЕНТАРІ • 264

  • @shklbor
    @shklbor 6 місяців тому +14

    17:03 Correction: Engineering related roles (requiring SW background) - ML Engineer, MLOps Engineer, AI Engineer. Research related roles (requiring maths background) - Applied Scientist, Research Scientist, Research Engineer

  • @rohitpal6355
    @rohitpal6355 5 місяців тому +20

    Her communication skills is like depth of the ocean , and yes appriciated for her honesty . A big thanks to you Nandini

    • @externalbiconsultant2054
      @externalbiconsultant2054 4 місяці тому

      She is speaking in Indian version of English and clearly it doesn't sound US or UK English. And she used basic English words and nothing complex.

    • @Shubham_raj_15
      @Shubham_raj_15 Місяць тому

      @@externalbiconsultant2054 your point?

  • @TheGsinghg
    @TheGsinghg 7 місяців тому +25

    Wrong statements made here. DSA is critical for all decent paying roles. There were data science and decision science roles where it was not needed but FAANG is slowly deprecating these roles and you will see job positions for

    • @Prashantchaudhary-kf1fb
      @Prashantchaudhary-kf1fb 6 місяців тому

      faang mtlb ??

    • @sohomroy4702
      @sohomroy4702 6 місяців тому

      ​@@Prashantchaudhary-kf1fbFacebook Amazon apple nokia? Google

    • @rishabhrawatt
      @rishabhrawatt 6 місяців тому

      ​@@Prashantchaudhary-kf1fb FAANG means Facebook,apple,amazon Netfix,google ( just means top product based companies)

  • @asutoshkumar1793
    @asutoshkumar1793 6 місяців тому +5

    Based on her experience seems like personlity and style also important for getting the opportunity. Data science job requires al lot of hard work.. alot. And alot of learning. Quite good coding knowledge is required for higher pay.

  • @pawankumarsahu1527
    @pawankumarsahu1527 6 місяців тому +8

    Currently in the market only experienced hiring is happening. As of March i see companies preferring only experienced candidates for data analytics opportunities.

  • @soareagle4744
    @soareagle4744 6 місяців тому +56

    Don’t fall for this promotion guys I’m from one this Odinschool boot camp in data science and there are no placements i appreciate the course and it’s good for learning subject but they don’t provide you a placement

    • @prateekmalik02
      @prateekmalik02 6 місяців тому +1

      Should I buy the Odinschool bootcamp and apply for jobs??

    • @maheshwarrana2059
      @maheshwarrana2059 6 місяців тому +1

      ​@@prateekmalik02 don't buy the course brother, i have purchased the course actually didn't get any placements

    • @prateekmalik02
      @prateekmalik02 6 місяців тому +1

      @@maheshwarrana2059 but apart from placements, is their course content worth my time and money? Will I actually be learning anything good from their course?

    • @heyyou5483
      @heyyou5483 6 місяців тому +1

      Udemy has way better course than Odin and Masai

    • @Gauravkumar-jm4ve
      @Gauravkumar-jm4ve 5 місяців тому

      True

  • @manishsingh-en6sx
    @manishsingh-en6sx 6 місяців тому +218

    The Dark reality is that there is no jobs in the field of data analyst.these guys are selling the bootcamp for their benifit

    • @yashwantchoudhary8205
      @yashwantchoudhary8205 6 місяців тому +28

      This is truth 😢

    • @mohammadfraz
      @mohammadfraz  6 місяців тому +66

      The situation is not that good right now, but there are jobs.
      Btw its a sponsor, video is not made for sponsor, it gets sponsored which is needed to keep running the channel brother.
      I hope you understand 😊

    • @YogendrapratapSinghChouh-jk6qm
      @YogendrapratapSinghChouh-jk6qm 6 місяців тому +3

      Employer or company knew that non development or non it switching their profile into data analyst that's main reason they are assigning this profile on python developer or data scientist

    • @mendalin123999
      @mendalin123999 6 місяців тому +10

      totally agree bro, for switching domain from non data science to data science is also next to impossible. People sell such courses but the reality is far from truth.

    • @JavedKhan-uv3ru
      @JavedKhan-uv3ru 6 місяців тому +2

      True

  • @rashmithathallapelli8963
    @rashmithathallapelli8963 6 місяців тому +4

    It is 53 minutes has been one hour🙃 but it is not like that, time passed in a Minute while watching to it, More information, Thank you so much this videos everything is covered in this videos as i have 4 exp into HR,i took a break for Data analyst for my growth i seen so many videos especially Google Employees, but this is very good as she explained very simple and easy way thank you so much @nandini for valuable information thank you @Fraz

  • @mohammadfraz
    @mohammadfraz  7 місяців тому +36

    I hope you enjoyed the video ❤

    • @aniketsharma638
      @aniketsharma638 7 місяців тому +1

      bhaiya plz make a vedio with cyber security feild guy

    • @ssunilkumar775
      @ssunilkumar775 7 місяців тому

      What is educational background of her sir I'm studied bcom can I learn data science in coaching centre's is valuable for getting job

    • @EshaLyrics-w6g
      @EshaLyrics-w6g 7 місяців тому

      Sir please Hindi main baat kariye please

    • @mrroy7814
      @mrroy7814 7 місяців тому

      Fraz Bhaiya pls make a video on the topic what should we learn in 2024 AI-ML/Web Dev/App Dev/Data science/any other technologies in terms of the market trends, future growth in the industry, it's creating a lot confusion among the students, please share what is your perspective on it.A lot of love and respect for you❤🌹

    • @mehrajulasrar1304
      @mehrajulasrar1304 7 місяців тому

      Yes fraz bhai

  • @PallaviKanigelupula
    @PallaviKanigelupula 3 місяці тому +2

    this is the first time ever i've completely watched the video. thank u so much for the information nandini

  • @juhiajwani4170
    @juhiajwani4170 6 місяців тому +5

    Extremely informative and helpful conversation 🎉

  • @dipanshuhaldar4239
    @dipanshuhaldar4239 5 місяців тому +2

    DSA question appears from company to company. In Amazon, ServiceNow and Salesforce for roles around Senior Data Scientist and Principal Data Scientist my second round was around DSA didn't go up to trees but nonethless!

  • @rsmurmu000
    @rsmurmu000 6 місяців тому +8

    video was very good nicely explained by experts.

  • @SunilKumar_67
    @SunilKumar_67 6 місяців тому +4

    Thanks for bringing her on the show. Quite informative.

  • @AnupC-kq9dk
    @AnupC-kq9dk 7 місяців тому +11

    Please can make a video on road map of prompt engineering 🙏🙏

    • @abhi9029
      @abhi9029 7 місяців тому +1

      😂😂😂

    • @faizu1687
      @faizu1687 7 місяців тому +1

      🤣🤣🤣🤣

  • @HARINARAYANParis
    @HARINARAYANParis 3 місяці тому +2

    Make a video on data analyst domain, which one I choose for fresher and scope🙏🙏🙏🙏

  • @piyushgoyal2686
    @piyushgoyal2686 6 місяців тому +1

    00:04 Data-related profiles and roles for freshers
    00:43 Data professionals earn varying salaries based on role and experience level.
    01:16 Resume visibility is crucial for recruiters
    01:52 Data roles have high demand in the market
    02:44 Exploring different data profiles and their entry points.
    03:11 Freshers prefer data profiles due to demand and lack of DSA skills
    03:40 Various data-related profiles are available.
    04:20 Different data roles for freshers
    Crafted by Merlin AI.

  • @AshmitaJ-e6h
    @AshmitaJ-e6h 6 місяців тому +1

    it was so so so useful, informative, and knowledgeable podcast for all of us who are preparing to be a data scientist and thank you soo sooo muchh to provide such information through this platform. highly recommended and time investing podcast it is i found on youtube for the day.

  • @arif_s_ansari
    @arif_s_ansari 6 місяців тому +5

    Informative and Insightful

  • @akshaydethe4797
    @akshaydethe4797 Місяць тому

    she seems to be a great teacher. Thanks

  • @apoorvam3353
    @apoorvam3353 7 місяців тому +4

    please do bring in more podcast which really motivates us into the right path

    • @goldiegs2181
      @goldiegs2181 6 місяців тому

      False motivation nothing else

  • @tradingdaily409
    @tradingdaily409 4 місяці тому +4

    Dont fall prey to these gimmics ..no job jn data science ..very hard for fresher ..i have done thw course 1 year but still jobless after course completion

    • @gopi_gin
      @gopi_gin 4 місяці тому

      True
      Data science jobs in freshers very difficult

  • @shaikusman536
    @shaikusman536 2 місяці тому

    Awsome insights Nadini....Thanks Faraz for insightful pod cast....respect from Bangallore....

  • @230-umarmushtaq8
    @230-umarmushtaq8 4 місяці тому

    Honest girl .... Mostly people don't mention that our motivation is money but here is best example of honest answer

  • @aarthis888
    @aarthis888 4 місяці тому

    Very Informative, from Scratch till the end so engaging and clear. Thanks

  • @faheemashraf6051
    @faheemashraf6051 6 днів тому

    She helped me with one of my Gen AI interview prep and BINGO I did cleared that….

  • @AkshayPundir-t1s
    @AkshayPundir-t1s 5 місяців тому +4

    😂😂😂 . 1 vacancy= 25000 applications in Airtel in data domain

  • @SanjayKumar-h9c6l
    @SanjayKumar-h9c6l 7 місяців тому +4

    Fraz bhai plz make a video on blockchain dev coz as a student we need to know about the current market scenario about blockchain dev role from themselves! would bw more useful! Thanks alot

    • @coderide
      @coderide 6 місяців тому

      Not much going into this field, kinda stagnent, I would advise not to do it more, focus on ML & AI maybe.

    • @saniya_anand
      @saniya_anand 6 місяців тому

      youtube.com/@_BeyondTheMic_?si=VWz0XHKmHBQB4GSE checkout this channel .. podcast on blockChain coming soon !!

  • @its_a_joke_Aamir
    @its_a_joke_Aamir 7 місяців тому +3

    I am watching this while reviwing candidates resume for a Job where prefered skills include Data Science and SQL

    • @aishwaryajayadas7538
      @aishwaryajayadas7538 6 місяців тому

      Hi, are you currently hiring. May I know the JD, thanks!

    • @its_a_joke_Aamir
      @its_a_joke_Aamir 6 місяців тому

      @@aishwaryajayadas7538 I am working in US Recruitment So I hire candidates based out in USA only

  • @jasminekholi6167
    @jasminekholi6167 4 місяці тому +1

    Thankfully to you Bhaiya!

  • @sanjyotgargelwar3934
    @sanjyotgargelwar3934 7 місяців тому +1

    1cr salary is minimum 1 in 100000 It doesn't matter how talented you are the more checkboxes you fulfill the better almost everyone won't get it.

  • @AshishOmGourav
    @AshishOmGourav 5 місяців тому

    Balanced take on a lot of topics...found it immensely helpful.

  • @aniketsharma638
    @aniketsharma638 7 місяців тому +7

    bhaiya pls make a vedio with a cyber securty feild person

    • @jainishkoladiya5668
      @jainishkoladiya5668 7 місяців тому

      video

    • @somu87i
      @somu87i 6 місяців тому

      Cyber security is already good and need of this decade

  • @byomakeshpanda8055
    @byomakeshpanda8055 4 місяці тому

    Thanks Fraz bhai, this podcast is really insightful.❤

  • @NareshPadiyar
    @NareshPadiyar 4 місяці тому

    Very insightful, nicely explained

  • @ilikejoji
    @ilikejoji 7 місяців тому +5

    No data analyst jobs for freshers......

  • @eliyaschozhakkad532
    @eliyaschozhakkad532 6 місяців тому +1

    Great vedio.Really informative and helpful🎉

  • @Mohitsahachowdhury
    @Mohitsahachowdhury 7 місяців тому +2

    you are talking about 6 lpa to 1cr or hum mechanical balo ko 7 to 12 k job sa 15k wala job mai jane dream lagraha hai

    • @mayurkanth6987
      @mayurkanth6987 7 місяців тому +2

      Core Engineering is Dead in India
      Mechanical, Civil, Industrial production, Chemical engineering, electrical engineering, ECE engineering has no future in India.

  • @externalbiconsultant2054
    @externalbiconsultant2054 4 місяці тому +2

    I made around 150K Gross USD as a data analyst in California. However, net income was may less after deducting rent, tax, pensions and health insurance. So it was never 1 crore take home salary even in USA, i think the take home was between 60 to 70 lakh per annum. And i think if someone gets 25 lakh per annum in India thats as good as getting 150K USD in USA.

  • @utkarshmahajan5475
    @utkarshmahajan5475 7 місяців тому +8

    Thank you for this video I am going to watch this video now but I was hoping you will bring someone who can tell us about Data Scientist

  • @VivekSahu-sb1qy
    @VivekSahu-sb1qy 5 місяців тому

    thanks for making this kind of informative video for us ,

  • @ITVishal
    @ITVishal 7 місяців тому +3

    At 27:25 correct the spelling of mention , n is missing

    • @mohammadfraz
      @mohammadfraz  7 місяців тому

      Woow good catch, thanks 😊

    • @ITVishal
      @ITVishal 7 місяців тому

      @@mohammadfraz 😄👍

  • @devdhingra390
    @devdhingra390 7 місяців тому +1

    Why u don't ask questions for experience people??🤔🤔

  • @nainatiwari4543
    @nainatiwari4543 6 місяців тому

    Can you also bring up the videos focussed on the upskilling of data analyst or analytics engineer ?
    What are the next steps?

  • @siddesmultiwork7523
    @siddesmultiwork7523 5 місяців тому

    I liked the video and the useful content...more than that, i love her facial expression. She is adorable

  • @TheRiaanChannel
    @TheRiaanChannel 4 місяці тому +1

    What is the most sough out Data science certification or course ? Please Guide , How can a DBA transition to DS role having 15 years of experience in DBA and Cloud Infra role.

    • @RahulKumar-df3ok
      @RahulKumar-df3ok Місяць тому

      Hey there, I am too DBA with 13 years experience. Can you please give me some info..

  • @gurpratapsingh5730
    @gurpratapsingh5730 4 місяці тому

    I have 13 years of exp in sofware Automation ( java & python) , with very good exposure of AWS cloud and SQL and recently i am upgrading myself to AI/ Data science roles. How much salary i can expect in this new role?

  • @anupamtiwary4265
    @anupamtiwary4265 Місяць тому

    Amazing editing!

  • @naseerkhan7507
    @naseerkhan7507 7 місяців тому +1

    Thank you making this vedio for us 😊😊

  • @aishwaryajayadas7538
    @aishwaryajayadas7538 6 місяців тому

    Thanks for this insightful podcast

  • @AnasMohammedLalameyan
    @AnasMohammedLalameyan 7 місяців тому +3

    Fraz Bhai, please make a video on cybersecurity

  • @vicky-xf5nx
    @vicky-xf5nx 7 місяців тому +6

    Bhaiya ladki over acting kr rhi hee🥸

  • @9tyabhinav262
    @9tyabhinav262 7 місяців тому +5

    if anyone is wondering her salary is 2400000/year and i work in the same company in which she works

    • @smritigarg8284
      @smritigarg8284 7 місяців тому

      What is the company name?

    • @Tech-NOOB
      @Tech-NOOB 7 місяців тому +1

      24 lpa to 1cr 😂😮

    • @careermining8404
      @careermining8404 6 місяців тому

      To 1 cr kyu likha ??

    • @DataScienceWithNandini
      @DataScienceWithNandini 6 місяців тому +1

      Please read the title folks :) it says all profiles in data domain from 6lpa to 1crore. Where does it say that I’m at 1 crore?
      I might be earning 50Rs of 1000Rs, maybe 50K or2lakhs, maybe 50lakhs of 50 crores - but it’s definitely not 24lakhs as @9tyabhinav262 had said confidently here 😂

    • @aj7907
      @aj7907 5 місяців тому

      ​@@DataScienceWithNandiniohh but is it above 30lpa?

  • @Sai_c1
    @Sai_c1 7 місяців тому

    Wow, What an amazing podcast✨ Nandini, if you are reading this, I want to say that the way you explained the roles, provided important tips and also, the interesting data stories that you heard from others is wonderful!✨👏
    Thanks Fraz for this podcast 🔥 It was very helpful and informative!

    • @mounikaanantula6961
      @mounikaanantula6961 6 місяців тому +1

      Yes i would say the same. Very informative for Data aspirants

  • @Gauravkumar-jm4ve
    @Gauravkumar-jm4ve 6 місяців тому +1

    Shame on these influencers there are no jobs right now for freshers but they want to sell their courses by showing dreams of 1-2 cr package

  • @VishalPandey-yo3xl
    @VishalPandey-yo3xl 6 місяців тому

    Why do the host believe that there are only 2 reasons for somebody to choose data profiles - 1) People might not be good with DSA 2) In Demand. I think there exists one more reason and that would be their "interests".

  • @841sanjanaramgarhia4
    @841sanjanaramgarhia4 6 місяців тому +1

    Really helpful ❤

  • @bonniewright1103
    @bonniewright1103 6 місяців тому +1

    Python is must for Data analyst position

  • @RishiSharma-ti4bt
    @RishiSharma-ti4bt 4 місяці тому

    Bro next time use good mic because the voice clarity is lacking and it's an echo effect because of the room.

  • @AyushKumar-pe3vx
    @AyushKumar-pe3vx 7 місяців тому +1

    Great Podcast

  • @SAURABHKUMAR-uk5gg
    @SAURABHKUMAR-uk5gg Місяць тому

    Nice podcast but what about the Data Engineers?

  • @hareenm5950
    @hareenm5950 4 місяці тому

    For data analytics role is stable ?….because by training model we do all the work of data analytics person

  • @jayanthAILab
    @jayanthAILab 6 місяців тому

    Very informative video. Thanks fraz

  • @lifestyleharley
    @lifestyleharley 6 місяців тому

    Only for Btech graduates and Google also takes only Btech graduates no matter how much good portfolio you get.

  • @hymavatisarojinireddy8209
    @hymavatisarojinireddy8209 Місяць тому

    Will there be any opportunity if. Someone looking to switch there career into data engineer from non it background with over 10 yrs down the line from btech completion. Any podcast on these

  • @sameerpatil4813
    @sameerpatil4813 7 місяців тому

    Thank you so much I need this information thank you so much ❤sir

  • @the_haryannvi_coder
    @the_haryannvi_coder 7 місяців тому +2

    Camera angle is not good.

  • @Peter_griffin308
    @Peter_griffin308 2 місяці тому

    Har koi course data science pe bana rha h .Haua bana diya h data science ko ek ek job post hazar hazar log apply kar rhe h. Jitni bhi jobs search karno sabko experience chaiye.
    I think issme job pana itna bhi asan nhi h . Har koi youtube pe itna easy kar k bata deta h like a piece of cake.

  • @guiltycrown6024
    @guiltycrown6024 5 місяців тому +1

    This is full of lies..im currently attending data science interview..first round is always dsa..

  • @jayasreebarigela3172
    @jayasreebarigela3172 4 місяці тому

    Hi all I am a front end developer with 3 years experience I want to switch into Data science. Cab anyone tell me What is the average salary I can get?

  • @RajendraPatel.
    @RajendraPatel. 13 днів тому

    I am looking Job in HR Data Analytics.

  • @bablu_0k
    @bablu_0k 7 місяців тому +1

    Thanks a lot sir.❤

  • @akshunair3367
    @akshunair3367 2 місяці тому

    Kindly mention there name and linkedin profile.

  • @badprogrammer7590
    @badprogrammer7590 7 місяців тому +1

    Actually i have joined a company in which i am working on sql nd linux with a good stipend but my work is like 50-50 percentage ( technical and non-technical )
    and i am from bcs with very good technical knowledge but i am not getting opportunity in development. Is it good if i do this job for 2 years and get masters degree?

    • @TheOddsOneOutxD
      @TheOddsOneOutxD 5 місяців тому

      Which college which cpmpany which year ?

  • @thrishagoud1491
    @thrishagoud1491 7 місяців тому +1

    Bro when is dsa new batch going to start

  • @shishirsinha1
    @shishirsinha1 6 місяців тому

    She is not applied scientist and therefore doesn't know role of DSA for applied science roles

  • @Saikiran_nayak
    @Saikiran_nayak 2 місяці тому

    Is tableau or Power BI is better

  • @manitejachinni5863
    @manitejachinni5863 7 місяців тому

    Very informative

  • @coderprakash
    @coderprakash 6 місяців тому

    Hi Bhaiya I have a doubt that for java dsa guys they will pick Spring Boot for development and put those projects on resume but for C++ dsa guys is there any popular backend framework of C++ is there what should C++ dsa folks will pick for development bhaiya? for resume projects without learning separate lang for development is there any framework for c++ or should we pick another language for development like java springboot?

  • @gosoloxe
    @gosoloxe 7 місяців тому

    Thanks for this video

  • @-Ok11
    @-Ok11 7 місяців тому

    Please make video on. How to get internship?

  • @Adup5724
    @Adup5724 4 місяці тому

    Im a software developer and I can create software that can give you data what analytics guy and BI guy will get you. What you going to invest in, 2 roles with many people with salary for many many years or 2 3 software developer?

    • @HinaAshfaq-l1s
      @HinaAshfaq-l1s 4 місяці тому

      so what do you suggest we should do?Any data roles that we people with non tech backgrounds switch to?

    • @Adup5724
      @Adup5724 4 місяці тому

      @@HinaAshfaq-l1s You can definitely switch to data science but in long run there will be jobs cuts in this domain as I explained above. Everything can be done with softwares. And people will be switching to softwares for analytics. Yes decision making will be done via humans only, thus very less jobs. And most of the people who will be making decision on the data will be MBA grads.

  • @drvandanakumar8028
    @drvandanakumar8028 7 місяців тому +1

    Hi , m a science graduate , did sales job in real estate for 10 years.. Currently on break for maternity, I am 46 .... Do u think I can get a job or a career in data science if learn it

    • @navjotsingharora4381
      @navjotsingharora4381 7 місяців тому

      yes one of my friend also started his career in data science after working in a non it field and after 7 years he shifted to data science.

    • @mohammednaved9078
      @mohammednaved9078 7 місяців тому

      ​@@navjotsingharora4381how much u have give to master

    • @harshadasangolkar1132
      @harshadasangolkar1132 4 місяці тому

      All the best

  • @infinitytoexplore
    @infinitytoexplore 7 місяців тому +1

    Hii sir Can you help us in DSA IN PYTHON please

  • @mbhupal18
    @mbhupal18 4 місяці тому

    Really helpful

  • @NiHill1622
    @NiHill1622 4 місяці тому

    i am a freshers and can't able to get a job as a data analyst

  • @sparhi1776
    @sparhi1776 6 місяців тому

    Sir apki qualifications aur college kaunsi thi ?

  • @kalabanki4865
    @kalabanki4865 6 місяців тому

    Is dsa with c++ is important to data science field?

  • @shekhaarkanthe4720
    @shekhaarkanthe4720 Місяць тому

    i hv a doubt . Salary of 80 LPA to 1Cr for 8 yr experienced guy is in India or Abroad

  • @srd5521
    @srd5521 7 місяців тому +1

    Hii, is it possible to enter in this industry from non-it background? Specifically for experienced non it background (non fresher)

  • @aasismoharana
    @aasismoharana 2 місяці тому

    can any fresher get into these jobs at the age of 32???

  • @tejasvijb4228
    @tejasvijb4228 6 місяців тому

    What about Data engineer roles? Can a fresher enter that role

  • @swaminathpotdar2955
    @swaminathpotdar2955 6 місяців тому

    Is there any hope after Devin AI?

  • @crazy6822
    @crazy6822 7 місяців тому

    Got an intern in flutter. Should i join or not because i'm scared of future scope of flutter as everyone is saying springboot and mern are better and future proof ? PLZZZZZZZZZZZZ help me !!!!!!!!!!!!!!!!!! 😞

    • @pwn0x80
      @pwn0x80 6 місяців тому

      ai ds - future proof

  • @mohdhanzala2426
    @mohdhanzala2426 7 місяців тому

    How much math is required in this field ??

  • @sohomdas4487
    @sohomdas4487 6 місяців тому

    Editing skills 🔥🔥🔥

  • @pewdiepie1234_.m
    @pewdiepie1234_.m 7 місяців тому

    i am waiting for english content thanks so much and youre video is amezing

  • @asutoshkumar1793
    @asutoshkumar1793 6 місяців тому

    How the hell she is a manager in data science with 1cr+ in just 8 years, she says she hasn't done much work in data science.

  • @sadiq234
    @sadiq234 6 місяців тому +1

    I'm 1000 % sure that This video is sponsored by odin school. 😂

  • @snehachaurasiya8066
    @snehachaurasiya8066 6 місяців тому

    Is data analyst role this easy ?