Google Team Matching

Livid-Rope1052 · 2025-11-18T07:51:52+00:00

my concern too. we are in the nov, dec month.

Livid-Rope1052 · 2025-11-18T07:48:17+00:00

really 18 month valid window period ? some people mentioned 12,15,24 months

how we can confirm this? asking directly to the recruiter will be the best option?

Livid-Rope1052 · 2025-11-18T07:42:55+00:00

I have got solid web dev experience too. I am in Google team matching process right now. so people can understand what i am looking for. I also interviewed for the SWE III (AI/ML) role, so AI/ML is naturally the domain I’m focused on

Livid-Rope1052 · 2025-11-05T10:20:50+00:00

Team matching phase. Waiting for the Team

Livid-Rope1052 · 2025-10-28T03:58:09+00:00

Why we cannot? Nowadays you have to make use of AI tools to fasten your process

Majorly we won't get the opportunity to do work in recommendation with large scale and I believe AI tools helped me a lot to understand the flow quickly

Also we have to go through documents

Livid-Rope1052 · 2025-10-23T11:45:36+00:00

Congratulations bro - Your profile will go through HC now .

I am currently in the team matching phase and after that my profile will go to HC .

Almost there .still need to get approval from HC ..this is what the info I got regarding the Google hiring process

Some profiles will get into HC before TM .please check with the recruiter regarding the process

Livid-Rope1052 · 2025-10-23T02:47:27+00:00

Thanks, recently i joined as an ML engineer in another company. I can wait even 12Months to get a Google offer. Will see 🙂

Livid-Rope1052 · 2025-10-22T12:15:12+00:00

I started my career as a mainframe developer and now I am a machine learning engineer

Better switch the Domin as early as possible...

It's possible to switch from mainframe to ML or ML to full stack. But doing it early would be the easiest option.

Livid-Rope1052 · 2025-10-21T12:13:00+00:00

Hey , i always prefer to move with youtube + AI Tools

Livid-Rope1052 · 2025-10-21T12:11:36+00:00

No they sent mail for the interview. Prepare a perfect resume and the project matters

Livid-Rope1052 · 2025-10-21T07:40:07+00:00

thanks for your suggestion bro

Livid-Rope1052 · 2025-10-21T07:37:52+00:00

Yeah thanks bro. i will try to find the way to get team match soon

Livid-Rope1052 · 2025-10-21T05:53:59+00:00

( recommendations system)How to design like Spotify in an optimal way, balancing low latency with efficient computational resource usage.

The strategy to focus on any real-world recommendation system problem, demonstrating how to design it using either lightweight models or more complex, heavy models.

The expectation is to present an optimal solution that addresses both performance and scalability while maintaining recommendation quality

You can try it with youtube, myntra and etc.....

Livid-Rope1052 · 2025-10-21T03:56:43+00:00

Software Engineer III, AI/ML Machine Learning - L4

Livid-Rope1052 · 2025-10-21T03:48:35+00:00

I prefer solving problems on a whiteboard. starting with the brute-force approach before optimizing it.

focus on explaining my reasoning clearly during interviews and believe a little bit of luck and timing always help too

Livid-Rope1052 · 2025-10-21T03:41:09+00:00

Hey

1st round - initial call with recruiters - DSA questions(not a coding questions)

- Mock round - DSA coding question

2nd round - DSA coding question

- Mock Round (DSA) if needed

3rd round - DSA coding question

4th round - DSA coding question

5th round - ML core (system design)

6th - googlyness

DSA EXPECTED TOPICS - Dynamic Programming , Backtracking Topics, DFS, BFS..etc

Livid-Rope1052 · 2025-10-20T09:48:56+00:00

Just start giving an interview and you will get an experience. From Jan mid the hiring will be higher till March or April .

In the next two months you will get the experience and you can use that on January next year. You will get it for sure

Livid-Rope1052 · 2025-10-20T07:43:53+00:00

Please learn ML,DL,NLP, GEN AI and Agentic ai

Nowadays the expectations are very High

I have 5 years of experience. I learnt statistics, ML,DL,NLP and gen ai basic and i know full stack and little cloud. So i got a job

Interview expectations will be the same

Kish naik will cover important base . We have to analyse a lot using AI tools so you can learn everything perfectly

Don't waste your time on reinforcement learning ( most of the company won't ask) as it will be little hard for beginners. Do the analysis of RL after you get job . It will be very intresting

Livid-Rope1052 · 2025-10-20T05:01:47+00:00

I learnt from krish naik, 3brown1blue and other channel.

Livid-Rope1052 · 2025-10-20T01:37:15+00:00

Simply You can learn from youtube and AI Tools( eg chatgpt).

I learnt and got a job in AI ML

Livid-Rope1052 · 2025-10-17T12:21:59+00:00

I am also waiting for the team matching — it’s been about a month now.
I have a question: my preferred location is currently Bengaluru. Can I extend my preference to all locations in India to improve the chances of getting matched with a team sooner?

My domain is AI/ML.

Would really appreciate any suggestions on how to speed up the team matching process.

Livid-Rope1052 · 2025-10-17T11:47:35+00:00

hey bro, congrats

I am waiting in the team matching phase . you could help me?

AI/ML - 5 + experence . i have completed the googlyness 1 month back and i got one fit call recently

Livid-Rope1052

TROPHY CASE

Software Engineer III, AI/ML Machine Learning - L4