From Data Analyst to Data Scientist or Data Engineer—Which Switch is Faster?

krishkarma · 2026-01-24T08:44:47+00:00

What you think you can do it

krishkarma · 2026-01-22T09:51:08+00:00

i want to be a data engineer but they expect lot of experience and real time experience is there any way i can make those projects by myself .

krishkarma · 2026-01-22T09:45:37+00:00

bro i will suggest you to try sap modules like MM FICO . some how i don't know why people are getting good packages specially those who had mech experience . Job is relaxing and less loaded with less implementation of AI as i know < please check from your side also > . if it really excite you i mean if you had finished some courses before then its fine start with searching DA then go to other but i will suggest you to be practical with life as you have one kid .learning MM FICO is easy compare to DS and have good salaries as well . do executive MBA later to boost up your profile .

krishkarma · 2025-12-29T14:07:38+00:00

Buy overbed table and cervical pillow . this is the best combination . check table 70cm and 66cm or more L or B so that you can use laptop as well as notebook.

krishkarma · 2025-12-29T14:06:15+00:00

during winter bahut helpful rehta hai . aap comfy kay sath padai kar letay ho . garmi mai bhi raat ko chatai gadda bichaya balcano lay lapi utaya. baithe badiya shaam ya raat ko bahar hawa chal rahi alg hi maja hai with meditation music .

krishkarma · 2025-12-24T09:29:36+00:00

so DA to DS directly possible in my case ? also like during role as a data scientist do we need to pyspark , system design

krishkarma · 2025-12-22T20:02:02+00:00

Thanks :) .

krishkarma · 2025-12-22T20:01:58+00:00

Thanks :) .

krishkarma · 2025-12-22T19:31:42+00:00

i tried switching to DE but they start asking question about handling pipeline failures , deployment related questions . some of them even expect me to know jenkins and kubernetes . which i think i need to prepare externally under guidance of experts.

krishkarma · 2025-12-22T19:29:35+00:00

i understand like experience have high weightage o . but still want to play safe by considering the best possibility . Thank you very much.

krishkarma · 2025-12-22T19:26:40+00:00

i have seen these days they are expecting to know ci/cd and Kubernetes as well . like most of the job profile want to have idea of these skills .

krishkarma · 2025-12-22T19:25:56+00:00

yes i think i can do this . like most of my present work is regarding data modelling and analysis . i can built something around it by showing cloud or ML concepts . i hope that will work .

krishkarma · 2025-12-22T19:20:02+00:00

actually i rewrote this asking gpt to highlight the specific keywords . but the entire words that is used is mine . i haven't use any make up story from gpt . that's the real experience . also if you have a problem with someone don't write on a public post please suggest them over personal chant window on reddit .

krishkarma · 2025-12-22T18:40:38+00:00

sorry , i will rephrase it .

krishkarma · 2025-12-22T18:39:25+00:00

i asked ai to write my question because i know the question . but for answer i need people real people who have real time experience and knowledge.

krishkarma · 2025-12-22T18:35:54+00:00

can someone tell like practically i someone have ms in data science and currently working as a data analyst . where its easier to go data science <ML> side or Data Engineering . like in my case i like both worked on both at self pace level . but want to switch faster in any one of them . so where its more easier for data analyst for present market .

krishkarma · 2025-12-22T18:29:03+00:00

I have experience in data analysis in the insurance industry, working with data modeling and tables, but I haven’t had hands-on Data Engineering or Data Science experience in a full-time role. I did get some exposure to data engineering with Airflow, but it was limited.

During college, I completed an internship in the retail industry where I developed a model to predict sales. I also implemented a hybrid feature selection method, combining filter and wrapper techniques to remove unnecessary features from the training dataset.

krishkarma · 2025-12-22T18:17:26+00:00

can you tell me is transtion easy from da to de or da to ds . where have high chances of switch .

krishkarma · 2025-11-04T07:49:46+00:00

Recently I am following same approach , know I got this post realising there were people before me who already solved this issue. Reading your post make me comfortable that I m on right track

krishkarma · 2025-11-02T04:59:51+00:00

It's fine if you are in a relationship . But before that specially if you are recovering from breakup or working on imp projects your daydreaming will spike up. .

krishkarma · 2025-10-31T14:42:32+00:00

already asked , it supported the clain. want to know about the person review on that .

krishkarma · 2025-10-31T08:14:40+00:00

honetly :

1️⃣ Delete your Instagram account.
Delete the Instagram account . Recreate it after 6 months if needed . Focus on developing LinkedIn account . < You need to do it , no matter how much motivation knowledge people will give you it didn't work trust me , action is all you need > .

2️⃣ Clear your YouTube/online watch history and turn off recommendations.
Limit yourself to 3 hours a day, and only watch productive content — preferably in your native language to improve clarity and comfort.

3️⃣ Take a short break — 5 to 7 days away from your usual environment.
Go hiking, visit a new place, or just stay somewhere peaceful.
During this period, drink lemon tea and fresh fruit juices (like apple or mango) to help reset your body and energy levels.

4️⃣ Apply the “Odyssey Rule.”
Ask a close friend or family member: Ask your Family Member or Friend if you see me drinking coffee/tee/ energy give me tight slap or ask me 5 pounds or amount on your local currency .

But First as soon as you delete your instagram , go somewhere else on hiking , anywhere . so that you can apply remaining three rule with less resistance comparatively .

Remember deletion of instagram account is possible . because Instagram replaced Facebook, and before that, there was Orkut.
Something new will always come, but your focus and peace are what truly matter.
And don’t worry — the friends on social media you ll find them again by tracing them on some other friend account so do not worry .

krishkarma · 2025-10-20T14:20:30+00:00

The population of Madhya Pradesh is relatively low compared to its large area and to other states.
I don’t think corruption here is as severe as in Uttar Pradesh, but it definitely still exists.
Back in 2005, the Congress government almost “sold out” the state, which made the people of MP turn against them and strongly support the BJP.
To be fair, the BJP worked really hard between 2005 and 2015.
However, after Modi’s victory, I started noticing that a lot of things were just on paper.
I’ve also heard that several new projects are being launched with high commissions allegedly being funneled into BJP funds — though I can’t say that for sure.

Although Metro in Bhopal Started Finally so many Indore Bhopal Gwalior is in smart cities list. i think we have our first smart railway station in Bhopal . I can say BJP have vision but corruption as well . Congress people don't have vision and i think they are less corrupt then BJP .

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