@thekruk8: What’s the real difference in 2026? These rolestare often domparedohen people search for salary, Al impact, and future career paths, but they focus on very different problems. A Data Engineer builds the foundation. They create the systems that collect, store, and move data so companies can trust it. As Al grows, this role becomes even more important because models are only as good as the data behind them. A Data Scientist uses data to predict outcomes and support big decisions. They work with statistics and Al models to answer questions about growth, risk, and behavior - which is why this role is often linked to machine learning and higher salaries. A Data Analyst focuses on understanding what's happening today. They turn data into clear charts and explanations so teams can make faster, smarter business decisions. Different roles, different skills, different salaries - but all three are critical for the future of data and Al careers. #ai #dataengineer #fyp #Tech

thekruk
thekruk
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Sunday 17 May 2026 16:14:57 GMT
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tiba3aonline
tiba3aonline :
ok interesting, I’m a business agent specialising in data analysis and business reporting
2026-08-10 08:32:17
0
ebenezer4162
Ebenezer✞ :
Thanks 👌🏾
2026-08-08 22:48:28
0
cbbbxxxoooo_1
joni :
Data enginners are the ones that extract, transform and load the data or load transform. They clean the data and make it ready so that scientist can use for ML training and analyst can use it for dashboards and stakeholders
2026-06-18 01:20:18
20
fola_tosin
Fola Tosin :
Imagine, smaller companies want all 3 in 1. Our data person 🤣
2026-07-11 10:04:58
10
activegadgetsplug001
AGPH |Active Gadgets Plug Hub :
#ActiveGadgetsPlug | Let’s build a setup that works as hard as you do 💺 Your Office, Anywhere 🌍 🚀💯
2026-08-06 01:19:43
1
lamaremma2024
lamaremma2024 :
that keybord has an orribile sound
2026-05-21 23:50:50
14
thedata_analyst
Jerry The Data Analyst :
What have realized in this era now data Analysts learns courses for data engineers,
2026-07-27 19:15:33
1
pasteldatabyhanna
Hanna | Tech Journey :
I love your python screen on the shelf
2026-07-21 07:21:48
0
favoursecondus
PolymathInProgress :
Wow, so you mean I’m working towards being a data analyst and data scientist.
2026-07-26 12:03:49
0
oscardarren.16
oscardarren.16 :
And bro and a software engineer what do?
2026-05-18 12:18:29
3
dzkrt_
🎧 :
which one of best for the future?
2026-05-17 18:24:07
3
d.sky777
Dio Твин :
А що за клавіатура така?
2026-05-18 16:40:35
1
demlie.bitew
Demlie Bitew :
data design and analysis monitoring process deploy data engineer global entrepreneurship wireless network cloud connection and data scientists to researching artificial intelligence algorithms
2026-07-25 05:09:16
0
bberci112
Berci :
what kind of keyboard do you use in this video / in your daily life?
2026-05-17 16:38:19
1
efffkur
Marchewka :
😍😎
2026-06-06 15:41:18
0
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