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What I *actually* do as a Data Scientist in 2024 (everything you need to know) 

candidly vivian
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What does a data scientist actually do? What skills do you need to become on? What can you expect day-to-day working in tech in data science? How much do data scientists make? Harsh reality of data science? Will AI take over my job?
Hey friends and welcome back to another video. Today we will unpack EVERYTHING you need to know about working as a data scientist - the highs and lows, the skills, the roles and responsibilities involved. This is probably the most information packed video I've ever made so I hope you enjoy it!
chapters:
0:00 intro
00:42 large companies vs startups
02:04 data science role + example
03:06 my current role
05:18 my previous role
07:10 my tech stack
07:55 misconceptions
09:00 why I am a data scientist
09:56 is data science in demand
10:35 shocking AI revelation
11:29 good vs great data scientist
disclaimer ✨
FTC: this video is not sponsored
all opinions expressed in this video and all videos on my RU-vid channel are solely my own, and do not express or reflect the views or opinions of my employer. they also do not reflect the views of any of the brands that I may mention.
Music by Chinsaku - Cozy - thmatc.co/?l=182959C5
subscriber count: 5655 (pls help me get to 10k 💗)

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29 июн 2024

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Комментарии : 66   
@neillmyers7200
@neillmyers7200 Месяц назад
Data Science, here I come! Sign me up!
@candidlyvivian
@candidlyvivian Месяц назад
HAHA thank you for watching
@SpunkySmunky
@SpunkySmunky Месяц назад
Amazing video Vivian! Really enjoyed the insights into your day-to-day! Love these videos makes me feel a lot more affirmed in my aspirations to become a data scientist.
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching Justin and I’m glad you enjoyed it!! good luck in your data science journey, youve got this!
@PokeRayTube
@PokeRayTube Месяц назад
Great video @candidlyvivian! Very insightful probably one of your best vids yet :)
@candidlyvivian
@candidlyvivian Месяц назад
yay I’m glad you enjoyed it, I did spend a very long time on this video!
@techwithnick4031
@techwithnick4031 Месяц назад
Amazing! Thanks for the insight!
@candidlyvivian
@candidlyvivian Месяц назад
thank you 🫡
@breeze5393
@breeze5393 Месяц назад
This is so incredibly useful ! Thank you for this video ❤
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching!!
@harmanbaidwan1713
@harmanbaidwan1713 Месяц назад
Hi! I am a highschool student in Canada and your videos have been so inspiring and informational! I just wanted to ask, do you think a person has to be really good with Math/numbers to be successful in Data Science? If you don't mind, would you maybe consider making a video outlining what type of highschool student you were, or what would be the ideal highschool experience for an aspiring data scientist? Thank you, I really love the channel a lot!
@candidlyvivian
@candidlyvivian Месяц назад
Hi Harman! Thank you for watching and I’m glad my videos are helping you 🙂 I honestly wouldn’t say you need to be that good with maths they teach in school. Data science / analytics is more about wanting to solve business problems (using data) 🕵️ I did always like numbers + was good at maths growing up but it’s definitely not a prerequisite. I also did a maths degree except I don’t use any of the theoretical stuff we learnt in my job. What’s more important is critical thinking + problem solving, and being able to convert business questions into data problems ☺️ I would recommend taking any computer science / information system courses if you can! I wish I did some of that instead of maths at university. The only maths I use quite often is probably statistics - mean / mode / distributions + sample size hypothesis testing. And that is a great video suggestion - I am scripting out my career journey into data science where I chat through my schooling experience + struggles, so pls stay tuned for that 🙂
@digitalboy4415
@digitalboy4415 Месяц назад
Keep such informative videos coming! Maybe, how did you become a Data scientist?! And how long does it take!
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching! i am currently scripting out my career journey into data science so pls stay tuned for that ❤️ it was defs a fair share of struggles + rejections
@therytus
@therytus Месяц назад
thank you for this!
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching!!
@generalyoutubewatching5286
@generalyoutubewatching5286 Месяц назад
If no code tools are not the threats, what about offshoring? I got made redundant recently as my role was sent to India. The lesson I've learnt is that you shouldn't get comfortable in a BAU role where you job is just to run a predefined process. You need to be doing the high value-add work.
@candidlyvivian
@candidlyvivian Месяц назад
i'm sorry to hear - that sucks. and yes definitely good advice to always be doing high value add work. I once had a colleague tell me he always wanted to remain a "key person risk" so that he was critical to the team.
@generalyoutubewatching5286
@generalyoutubewatching5286 Месяц назад
@@candidlyvivian hmmm, one of my coworkers who had achieved 99.9 ATAR was like that. It's a strange phenomenon. When you are growing your career, being the only person to know a task means that you wont' be able to move up! So train your people well. But don't fall into the trap of doing monotonous and repetitive work.
@user-yq3pp2ex7j
@user-yq3pp2ex7j Месяц назад
Llevo tiempo buscando trabajo como data science. Hoy tendré una entrevista! ya volveré para contar como me fue 🙌
@candidlyvivian
@candidlyvivian Месяц назад
goood luck!!! please let me know ❤️
@user-yq3pp2ex7j
@user-yq3pp2ex7j 25 дней назад
@@candidlyvivian I didn't stay =(
@mytraveldiary3463
@mytraveldiary3463 18 дней назад
Thanks fro sharing @candidlyvivian..Very informative..Now I'm taking a bootcamp as data scientist..Hope everything goes well
@candidlyvivian
@candidlyvivian 18 дней назад
good luck!! :)
@anthonychilaka
@anthonychilaka 27 дней назад
I like how you broke it down. I work in a Marketing start up as a Dashboard specialist, boy did I need to learn the visual tool of choice (looker studio) cause of the "budget".After i was grilled during the interview round in Power Bi ( my tool of choice). I just subscribed cause I plan on learning from you so I remain relevant in this startup company once the dashboard build project is done, cause I like the idea of building machine learning model to predict buying patterns.
@candidlyvivian
@candidlyvivian 25 дней назад
thanks Anthony! yes visualisation software are so dependent on your company... thanks for subscribing and good to meet a fellow marketing startup friend!
@ivanlucos5559
@ivanlucos5559 Месяц назад
Thanks for the insights! Can you also provide tips for migrants on how to apply in a Data Science role in Australia?
@candidlyvivian
@candidlyvivian Месяц назад
I can definitely! Thank you for watching 😃
@newenglandnomad9405
@newenglandnomad9405 Месяц назад
Been studying sql and making initial projects for hopeful data analyst role. What I love about your video is you connect sql to the actual job with examples. Learning with fake data makes it hard to understand real world purposes. Even the quick snippet about clicks on a website becoming data to analyze was truly helpful. I ignorantly have taken a long time to understand where the data being analyzed actually comes from. Very educational video, truly can't thank you enough.
@candidlyvivian
@candidlyvivian Месяц назад
ahhh this is the sweetest comment! thank you for your kind words + for sharing your experience too. I'm glad that the examples helped - I am more than happy to make a video on more real life data science examples (or even walk through some of my older projects) if you think that would be good?
@newenglandnomad9405
@newenglandnomad9405 Месяц назад
@@candidlyvivian A video walk through of past projects would be amazing. Learning basic to intermediate sql is logical enough, tableau and powerbi seem easy to grasp, but the actual problem solving/insights are difficult using kaggle. Thanks for your reply and truly appreciate your efforts!
@candidlyvivian
@candidlyvivian Месяц назад
@@newenglandnomad9405 amazing! yes I agree that is also the part that is missing from most RU-vid videos - more than happy to film that soon
@PerpetualPreponderer
@PerpetualPreponderer Месяц назад
I’ve watched my fair share of “day in the life” videos on RU-vid, and generally don’t EVER click on them anymore. But this one came up after a long time, and I’m currently training to be a data analyst. BOY AM I GLAD I CLICKED ON THIS ONE. An absolutely downright amazing well expressed well structured video FULL of useful actual day in the life information. Excellent, really really helpful. Just wondering, as you seem to be quite experienced in this field, would you happen to have any tips for a budding data analysis freelancer?? Are there significant opportunities both in terms of volume as well as price? Is data analysis a good field to freelance in? I love tech and I love solving problems, thinking analytically and finding patterns, connections and the like, so I decided to jump in to make a mid-career switch. Would really appreciate your input and guidance!
@candidlyvivian
@candidlyvivian Месяц назад
THANK YOU for your lovely comment and I'm so glad you clicked on this video too and that you found it helpful - I spent a long time on this script so thank you for affirming that is was well structured
@PerpetualPreponderer
@PerpetualPreponderer Месяц назад
@@candidlyvivian yeah this is my fear too. I don’t live in developing world, and there’s no way I’ll be able to bid at those rates they do, as they can still make living wage at those prices due to currency rate differences. I decided not to go down the web dev path because that’s REALLY saturated online and a serious race to the bottom. What about the option of opening a solo “agency” and going down the more established and traditional marketing routes to get clients? In your decades of experience, are most of the deliverables that come your way reasonably handled by a single worker?
@AbdallahBoukouffallah
@AbdallahBoukouffallah Месяц назад
I dream of becoming a data scientist like you someday
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching Abdallah , you can do it!! :)
@Avant402
@Avant402 Месяц назад
Excellent video on the Data Scientists!
@candidlyvivian
@candidlyvivian Месяц назад
thanks Connie!! ☺️
@leoross1820
@leoross1820 Месяц назад
AI will not replace you but the person using AI will 😮
@candidlyvivian
@candidlyvivian Месяц назад
yes I read that somewhere and i can't stop thinking about it
@AbdallahBoukouffallah
@AbdallahBoukouffallah Месяц назад
So just use ai and won't be replaced
@user-jc4kv4md6q
@user-jc4kv4md6q Месяц назад
Hey so i want to ask you about what kind of projects should we practice building such that they are the nearest to the actual projects we will be working on as a data scientist in a comapany. Great video:) btw
@candidlyvivian
@candidlyvivian Месяц назад
thank you for watching and for the question! I recommend going on Kaggle and trying out some of their problems. Some examples of projects I've worked on the past include: - identifying which customers will churn (i.e. close accounts) - which customers will make a purchase / miss payment I am also very happy to make a full video on 3 data science projects to work on
@user-jc4kv4md6q
@user-jc4kv4md6q Месяц назад
@@candidlyvivian Thank you!
@hhugoo12
@hhugoo12 Месяц назад
Whats up? Well I'm a PhD in nuclear physicist and I change my carrer to data science a little over six months ago. I was expecting a lot of propgramming and machine learning models, but it turned out to be 95% data cleaning, data analysis and visualization. Nice video, thank you!
@candidlyvivian
@candidlyvivian Месяц назад
hello there! honestly so much of the role is spent in the EDA / data cleaning phases + working with business stakeholders 😅
@SandunWithanage
@SandunWithanage Месяц назад
Thnks ❤ How about data engineering
@candidlyvivian
@candidlyvivian Месяц назад
no worries Sandun :) I've never worked as a data engineer so I can't give much input on this, but I'm sure there are plenty of other videos from data engineers on this
@ltcrowley1
@ltcrowley1 20 дней назад
Im a 15 year old starting to know as much info about becoming a data scientist 😁
@candidlyvivian
@candidlyvivian 18 дней назад
hi there! hope I can help :)
@JohnnyTranMan
@JohnnyTranMan Месяц назад
Haha I’ll add it to the backlog 😅
@candidlyvivian
@candidlyvivian Месяц назад
my favourite line 😂
@kaifeemadar3426
@kaifeemadar3426 Месяц назад
Are you blackpink Rosé 's big sis? You look so like her 😮
@candidlyvivian
@candidlyvivian Месяц назад
that is such a compliment! I have gotten this comment quite a lot - maybe it’s the face shape + eyes 😅
@ATKS-mz2oo
@ATKS-mz2oo Месяц назад
recommend more please help
@candidlyvivian
@candidlyvivian Месяц назад
what would you like more of?
@ATKS-mz2oo
@ATKS-mz2oo Месяц назад
@@candidlyvivian In India, Data Science is a relatively new field, especially as a university degree. Many people are learning data science skills from different backgrounds, including mechanical engineering, without having a specific degree in the subject. However, I’ve observed that when companies complete their projects, they often lay off entire teams, except for those who have a computer science degree along with data science skills. This practice is really heartbreaking and unfair. Moreover, other companies do not easily hire those who have been laid off.Given this situation, I am currently preparing for the GATE exam, which is one of the most prestigious exams in India and offers an opportunity to pursue an M.Tech in Data Science. My family is in a very poor condition, but I am taking a break of 6 to 7 months to prepare for the GATE exam, aiming to do my M.Tech and then find a stable job.I am a mechanical engineering graduate and I just turned 25 today. I am really confused and depressed about my future and whether pursuing an M.Tech is the right decision for me. Your guidance and genuine help would mean the world to me and my family. Is there any advice you can offer or any way you can assist me, perhaps even with a company reference in your country?Thank you for taking the time to read my message. Your support would truly be a blessing for my whole family. I m living in slum areas you come and make vlog please help 🙇‍♂️ ( any personal contact for guidance sister)
@Factzandatories
@Factzandatories 28 дней назад
How much skill is required to get first job
@candidlyvivian
@candidlyvivian 27 дней назад
hello! definitely SQL + basic understanding of predictive modelling in either Python / R
@SandunWithanage
@SandunWithanage Месяц назад
Waiting for others salaries
@1T_pressly
@1T_pressly 18 дней назад
And I'm 17 year old getting into the field
@candidlyvivian
@candidlyvivian 18 дней назад
Yay good luck!
@ltcrowley1
@ltcrowley1 20 дней назад
Does having masters have more benefits like getting a higher salary
@candidlyvivian
@candidlyvivian 18 дней назад
I worked at a company where your starting salary was 3k more if you had a masters, and 6k more if you had a phd. but i do think education gets less important the more experience you have in the workforce
@ltcrowley1
@ltcrowley1 18 дней назад
@@candidlyvivian thank you for clarifying my doubts💗
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