Will Data Science beat Software Engineering in 2025? Which career makes more money? @AparnaJain1

Uploaded January 2024 | Updated September 2026, 2 days ago

In this video, I break down the difference between the roles of a Software Engineer and a Data Engineer. I explain the day-to-day responsibilities and who makes more money and gets promoted faster.

👋🏽 Business Inquiries: https://tally.so/r/3yaBVB

Timestamps:
00:00 Introduction
00:50 What does a Software Engineer do?
03:03 What does a Data Engineer do?
04:35 Data Science Vs Software Engineering(Who gets paid more?)
07:17 Who gets promoted faster?
08:28 What does a data science role look like?
09:49 Is it easy to switch roles between data science and software engineering?
10:49 Which is better: frontend or backend development?

Courses to explore
Udemy Data Science bootcamp- udemy.com/course/the-data-science-course-complete-data-science-bootcamp

My gear:
Main Camera: Sony a74(Amazing Camera!) - amzn.to/3ynXzOE
Second Camera: Sony a6400 - amzn.to/3ElOqtY
Travel Camera: Sony ZV1 - amzn.to/3x9UOB4

Main Lens: Sigma 24-70mm F2.8(the most versatile lens ever!) - amzn.to/3CoRu66
Sigma 16mm 1.4F - amzn.to/3Me5fZE

Microphone: Rode Video Pro - amzn.to/3KfXPTS
Lavalier Microphone: Rode Smart Lav+ - amzn.to/3jauz5h
Wireless Microphone: Rode Wireless Go 2 - amzn.to/373HdjP

Music is from Epidemic Sound - epidemicsound.com/referral/ckd67h

Some of these links are affiliate links. If you choose to use them, I may get a small commission without any extra cost. If you do use them, thank you for supporting the channel!

Will Data Science beat Software Engineering in 2025? Which career makes more money?

Harsh realities of being a software engineer

$Math Teaching Rules Everyone Should Learn Once and for All Mathematics is one of the most dreaded subjects among students, parents, and even teachers. This video is a masterclass in understanding what causes this dread and anxiety and how to fix it once and for all. Take small steps in the right direction, and your kids will thrive in Math. I have included many activities that can help kids master Math concepts while having fun. Teach fractions with real materials- https://stan.store/aparnajain1/p/get-my-fractions-pdf-now https://youtu.be/5IVOI_h6c-k 👋🏽 Business Inquiries: https://tally.so/r/3yaBVB Timestamps 00:00 Intro 00:45 My Math Journey 01:42 Why do many people have Math anxiety? 02:44 How does the brain process Math Learning? 05:45 Concrete examples of quantities and their importance. 07:59 What is Subitization, and why is it important? 09:39 Montessori color coding 11:17 Algebra concrete example 12:07 Real-life example of Math struggles 13:14 Carry over addition(Dynamic Addition) demonstration 23:42 Advanced Math Concept demonstration - Signed integers practice on a sidewalk chalk number line. 25:00 Modulus of signed and unsigned integers 25:51 Integers War game with playing cards. 26:45 Blog post going into more details Blog post link- you can find many YouTube videos here to go into more detail and learn Math teaching for every age. https://vineetkannan.com/?p=98 Courses I took to learn these methods: https://www.udemy.com/course/montessori-math-course-early-childhood-and-elementary/ https://courses.trilliummontessori.org/p/concrete-foundations-in-algebra Materials shown in the video Purchased Ages 2-5 Sand paper numbers(for creating writing muscle memory)- https://amzn.to/3EbSL4Q Red and Blue number rods- https://amzn.to/40z9hnb Montessori number pegs- https://amzn.to/3CdIvsl Montessori Teens and Tens Board- https://amzn.to/4gcHvT9 Montessori Beads hanger- https://amzn.to/4h2wIw0 Ages 4-8 Montessori Golden Beads set - https://amzn.to/4g6bDzm Montessori stamp game - https://amzn.to/4aFWZy1 Montessori color coded Math prints-https://www.montessoriprintshopusa.com/collections/math-bundles/products/math-operations-command-cards-bundle?ref=aparna_jain Math Games- Grades 2-4 Target Math Game(Fun, fast-paced +, , x, /) https://amzn.to/3TlwqGV Fraction war(Compare fractions fast) - https://amzn.to/3Xgc6b7 Decimal War Card Game(Read and Compare Decimal Numbers) - https://amzn.to/4dZ7eOM DIY Sidewalk chalk number line game- Use chalk to make number lines and have the kids walk on it to find answers to equations like -6+4 2 or -12+12=0, etc. Number line Integers War- make a number line and use pegs from any board game to move them around as the numbers from a simple card deck are selected. My gear: Main Camera: Sony a74(Amazing Camera!) - https://amzn.to/3ynXzOE Second Camera: Sony a6400 - https://amzn.to/3ElOqtY Travel Camera: DJI Osmo pocket 3 - https://amzn.to/40C31w6 Main Lens: Sigma 24-70mm F2.8(the most versatile lens ever!) - https://amzn.to/3CoRu66 Sigma 16mm 1.4F - https://amzn.to/3Me5fZE Microphone: Rode Video Pro - https://amzn.to/3KfXPTS Lavalier Microphone: Rode Smart Lav+ - https://amzn.to/3jauz5h Wireless Microphone: DJI Mic 2 - https://amzn.to/40EnW1z Music is from Epidemic Sound - https://www.epidemicsound.com/referral/ckd67h Some of these links are affiliate links. If you choose to use them, I may get a small commission without any extra cost to you. If you do use them, thank you for supporting the channel!$

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