I have been giving the interview for some time and I found that cracking the interview for the data scientist position is very tough even though I am working in same domain. They can ask you from anywhere be it python,ml, DL, statistics even Gen ai these days. It's very tough to have everything on nind and respond immediately in an interview. They also ask for live coding by sharing screen. Can you guys please help and share your experience on how to crack the interview and prepare for that.

like
Posting as :
works at
You are currently posting as works at

I am in same boat.
Although I have two offers but seriously cracking interviews is very tough now a days.

People expect everything to know as you mentioned and there is no limit on concepts(from p value to attention layer maths)

Another thing I have seen is, a lot of panel are in their ego to reject if they don't hear what they know.

I would like to hear from others as well on this.

For now, we can only do one thing which is keep giving interviews.

like

I appeared for an interview, which was a live coding interview. I was given a Twitter dataset to perform sentiment analysis and draw inferences about the general opinion toward certain products. I used the Vader library for this task and explained to the interviewer that the runtime would be quite high and that my laptop was not capable of handling such a large workload.

In response, he said, "You don't have a GPU?" I said no, and he then stated, "Why are you here wasting my time? In our organization, we deliver within 30 minutes."

This expectation is not merely challenging; it is unrealistic. I didn't get the job, but I learned that even these guys don't know what they are asking.

like

WTF!!

I have three offers, and worked it out in two rounds. Before NP and after NP.
My current project is related to RAG and GenAI, that helped me crack first offer.
Resigned and used NP to upskill(just reading and understanding deeply the latest tropics which you will come to know in phase I interviews)

Phase II is you design your answers in a way you use trending terms like say multimodal RAG, LLM evaluation, Attention mechanisms etc. Interviewer will fall for these terms and you can win with your preperation. It's playing on your terms.

Sometimes you will have smarter panel, I failed measurably but it's 1/10 probability, so no harm

like

Yes, If you have work experience in Gen AI then you can crack I guess. In my case I just lost an opportunity because I did not have experience in Gen AI, even though i explained the basics.

I have been giving interviews for past 4 month, I able to crack 3 offers, and I have given interviews for 20+companies in GenAi role and DS, MLE, most of them taken the interview but forget after that even through I manage to solve all questions and given all answers, I don’t understand why they take the interview if they don’t want to hire.

like

I am an AI Engineer and not recently but I had interviews almost a year ago. I know it's tough and the situation may have been worse recently. The strategy i followed is T shape learning. Gain general knowledge in the listed domains and then have knowledge of 1 in depth. Apart from this, it's ok if you say "i don't know about this topic" to the interviewer. The other suggestion would be having projects in the portfolio which has many topics that you have learned and it shows how you can use it practically.

I understand the pain as I had faced many rejections back then. Just keep note, of things that interviewers ask, after the interview. The most common questions are the ones you should concentrate on and the rest may be extra skills that they were looking for.

like

On the same boat. It's getting really depressing nowadays 😔

like

It's a matter of luck these days. If your skills are exactly matching then you might get selected after 2-3 rounds only.


N If not then 6 rounds can't help you

like

I attended 4-5 DS interviews all ended on positive note, But did not hear back from any expect one, who asked me to send the documents for salary discussion and then ghosted me.

Getting a offer depends on luck it seems.

like

Classical is boss and will always be, but every organisation is looking for some hand on GenAI currently. early starter advantage.

like

I am fresher and have been giving interviews for the role of data scientist but still no luck so far most of the role they are asking for an experience. Kindly assist.

At least you are getting call as a fresher. Other freshers are not that lucky.

Related Posts

like

How soon is too soon to start looking and applying to jobs after accepting a position?

Context:

I recently accepted a position at the company and have been working as a temp for the past 3 months. I really enjoy the people I work with and the company seems to really support its employees, however it is in a field that doesnt exactly align with what I would like to be doing. And unfortunately the compensation package is also lacking.

like

Curious to know what salary Social Media Managers are making in the NYC area. Interviewing for management roles and here comes the dreaded convos for desired compensation.

Shortlisted for an interview with OW Singapore. Any OW fish available to speak?

like

Interviewing at a dream company, and right from the first interview the recruiter told me we are way off on salary expectations. This was a little bit expected, as the role is requiring a few years less experience than I have and also in a much cheaper market. They already told me the salary range during this first call, but wondering if they like me enough and I get an offer, how I might approach negotiating for more. I would be making much less than I do now, but it is a dream company.

likesmart
like

Best podcasts, YouTube, TikTok, or um books for interview prep for consulting?

like

Can you use excel during the interviews to do calculations? Figured if it would be virtual it would be easier to do so.

like

Preparing for a case w/ Strategy& - FI space. Any guidance or direction on resources I should use to prepare would be much appreciated !

like

Hi please give me guidance. I am studing for far. And it is sooo much material. I am a tax person so it’s a lot. I am done with chapter 3. I have off until this Thursday. I plan to take the test beginning of august. My goal was to complete the video/ chapters/ and do a first go at the questions during my time off.

like

A recruiter keeps discussing my salary level before sharing my resume with the client. I gave given my level and said I’m willing to discuss based on other benefits etc but feels a bit odd to keep discussing it before even sharing with the company... Is this normal?

like

Does anyone have any interview insights for Grant Thornton? I’m interviewing for CX Specialist and confused why it’s 2 half hour meetings and unsure what to expect or how to prepare.

like
like

Hi,

Does anyone have any experience with tietoevry? How's the company/work culture? The person taking my technical round was quite rude to me but they still went ahead with the managerial round and now asking for documents. I offers from Capgemini and Globallogic.

like

Why we gotta have resumes, just trust me bro...

likefunny

How is promotion given in Citi

Is there any interview taken before promotion here ? Soon the promotions will be rolling for next year in Jan
Please reply..

like

I was not offered the role that I interviewed via email. How shall I respond (while leaving a positive impression) for future consideration?

like


CFP study programs:

I'm a little confused on Danko - does he offer a self-study option for the coursework requirement? On his website it looks like each module has a 4-day virtual class which I wouldn't be able to attend due to working full time. Does this program also include self-study material, and the classes are just supplementary/optional? I was also looking at Dalton for self-study and Danko for test prep. Thoughts?

TIA

like

Hi! I have been seriously applying for weeks upon weeks for a scrum master position/agile coach. But it’s hard getting an offer 😢

More Posts

Cannot make up my mind on carry on - I have a tumi leather carry on.. but need a new one..

like

For all in house creatives and creative directors. How big is your team and what is the structure / org chart like?

When it is not an urgent or time bound task, I tend to not finish tasks but my mind wanders to some other tasks. How do you stay on task ? Would love to hear your suggestions. Thank you!

like
like
like

Hello everyone, do we have car lease policy of in optum?

like

What are the best ways of tax exemption

like

Is it mandatory to submit previous employment declaration while submitting Income tax declaration. Or we can just skip this. Since this is my 2 nd company not aware of this much. What happens at the end of financial year if we don't declare previous employment declaration. Seniors kindly help🙏

When there are no posted jobs, is it smarter to cold email HR or director levels? Or avoid cold emails altogether and keep waiting for jobs to post up 😭

like

Nice budget dram. Super Smokey on the nose.

Post Photo
like

Hi everyone, what questions are asked for functional testing roles at EPAM? They told functional testing includes API, postman and SQL skills as well.

Kindly help..

like

How much expected CTC should I ask from TCS
YOE 2
Current 6 LPA
SAP FI/RAR

like

I am interviewing @ Stripe for PM role and they have a written assignment. Do any of you insiders have any tips to share?? I have heard they use Basecamp's shaping method. Are there any examples of what they expect? Appreciate your help!

like

I got offer from @LTI Lnt infotech,
31 LPA CTC.
P4 grade. Senior specialist.
Is it equivalent to manager role???
Is that CTC worth for the role??

9.3yrs exp. Java Full stack developer.

like

We are a family with 2 kids under 3 years.
Yoe : 13 - 40 lpa
Yoe : 10 - 20 lpa.

Watched on YouTube about the Netherlands biking culture and how it's a good place for kids. Thinking of staying long term and sending kids to Dutch school.

Just beginning to apply via LinkedIn.
Both of us plan to work and needed inputs on what combined salary would make sense.
Would it be good to accept an opportunity if one us of us gets 60keuro and hope spouse would get an opportunity once we move there?

like

Hi all,

I have cleared all the interviews for Walmart and salary negotiations are also done. A month ago the recruiter said that they are waiting on some approvals and once it is done we will be issuing the offer letter but I haven't heard back any other update since then. Am I getting rejected or is it normal to be on hold without any update for a month at this stage?

like

Question: since August last year, the same recruiter at a mid-size agency has asked me about freelance gigs maybe 4 or 5 times......continued:

Does anyone have any good self created templates they’re willing to share for use in the context of stock option planning?

like

Additional Posts in DataScientists Network

What is the salary range for data visualization at Baker Hughes for 1-3 years experienced professional

like

Hi Folks,
EY GDS is hiring for multiple roles spanned across Data Visualization, Data Engineering, Digital, Data Science, QA, RPA, UI. DM me for complete Job Description and Referral for a suitable opening.

Post Photo
likehelpful

Looking for thoughts.

I have 13 years of experience as a Business Analyst at various capacities (Regulatory, Data Verticals) in Banking with Bachelors degree in Accounting & Semi Qualified management accountant

Currently pursuing PGP in Data Science and in verge of completion.

Alongside I have got certifications in Cloud & Visualization tools.

Now I want to move completely to the Analytics/ML side. Will the companies consider my BA experience in Data & Regulatory experiences?

like

Hi Fishes,
I'm looking for a change and want to get into a DS role. I have 1.8 years of experience at a fortune 50 retailer and I am currently a senior analyst. I also have PGDM in finance, and my skills include SQL, python, PowerBI, tableau, familiar with Knime, Alteryx and also PySpark. I have done a DL project (CNN) in my master's dissertation and also have done projects with Regression too. I've been applying to companies via LinkedIn but not receiving any call back. Please advise!

like

How much is Ms in uk on machine learning/data science worth in india

like

Just saw that Airbnb's salary range for a 2+ years experience Data Scientist in US is 129k -180k USD.
In INR its 95L- 1.4cr. But in India do they pay even 30L to 4 years yoe?
Last year I saw such salary range for 4+ yoe in US. But in India its yet to increase.
In this quarter these companies have started negotiating in the name of US recession. Irony is salary range didn't decrease in the place where the recession is supposed to occur.
All these articles published in India are just to fool them

like

Hi @all

There are following open position. Affine

Principal Data scientist - Experience -7-10 year's
Principal Business analytics - 7-10 YOE.
Data Engineer 4-7 YOE

DM if you are interested

like

Currently, I am working in a metal production. I have 3 years experience in this role. I am learning Data Science from percipio platform of Skillsoft. It has 4 courses from Data Analytics to Data Scientist. Is tgat enough for me.

like

Need help with preparation for AWS Cloud Practitioner certification.

like

I am having an experience of 9+ years into analytics domain with hands on exposure to data science and machine learning.
Please can you refer me in your organization for any suitable position.
Thanks in advance.

like

QBurst is hiring data scientists with 3- 6 YOE. Deep Learning, TensorFlow, PyTorch, ScikitLearn, NLP preferred. WLB is awesome, appraisals happen twice a year and permanent wfh option is there.
DM me for referral. Happy to help :)

like

Data Scientist at HP vs Data Science Analysis Manager at Cisco (IC), which one is a better position in terms of role and future prospects in Data Science. Years of experience is 6

like

Which data science course would you suggest?
1. Scaler Data Science
2. IIITB course and John Moore University
3. BITS Pilani DS course
4. Leave these course of PGD and go for MS altogether.

Currently having an experience of 2 years and 4 months with experience in Data Science, currently working as a Business Analyst at Axis.

Thinking of studying side by side and upscaling if possible.

like

Hi Fishes i am making a whatsapp group for the people who are transitioning from non-tech field to data science
If anyone would be interested plz join
And let's learn , and transition together

Agenda:
Putting self progress on the course they are doing ,so that others can be motivated and
Discussion on topics related to transitioning

like

How to complete Azure associate data scientist

like

Hey sharks,
How to get into freshers data science role as a non-tech professional?

like

which is the best data science course?
Edx / Coursera / datacamp OR do training from local institutes.
Any experienced person can share Roadmap , it will help me/others

like
like

Hello Fishes, is 15 LPA a reasonable compensation for Machine learning engineer (python, c++, computer vision and deep learning ) with 2 years of experience, current working for a product based company. If not what is the current industry standard. I keep seeing people posting 30+ LPA for data science roles with 3+ yoe.

like

Hi Fishes,

I've got offer from Dunnhumby, Fractal and Gartner for the role of Data engineer. Which one should I go for?

Tech Stack - Python, PySpark, Azure Data Factory and Synapse analytics.
YOE - 2.2
Gartner - 16LPA
Dunnhumby - 15 fixed + 1.5 Joining bonus+ 10% variable
Fractal - 13.5 LPA

likehelpful

New to Fishbowl?

Download the Fishbowl app to
unlock all discussions on Fishbowl.
That was just a preview…
Sign Up to see all discussions
  • Discover what it’s like to work at companies from real professionals
  • Get candid advice from people in your field in a safe space
  • Chat and network with other professionals in your field
Sign up in seconds to unlock all discussions on Fishbowl.

Already a user?
Login here

Share

Embed this post

Copy and paste embed code on your site

Preview

Download the
Fishbowl app

See what’s happening in your industry
from the palm of your hand.

A phone with Fishbowl app

Scan your QR code to download
Fishbowl app on your mobile

Download app

Sign up for free to view this conversation on Fishbowl

By continuing you agree to Terms of Use and Privacy Policy

Already have an account? Log in

Sign up for free to continue using Fishbowl

By continuing you agree to Terms of Use(New) and Privacy Policy(New)
Messaging rates may apply

Already have an account? Log in

For account settings, visit Fishbowl on Desktop Browser or

General

Legal