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Career Advice About Google

Videos and discussions from Taro to grow your tech career.

Finding more scope internally vs. swapping company

Mid-Level Data Engineer [L4] at Google profile pic
Mid-Level Data Engineer [L4] at Google

I've been a Data Engineer for most of my career and my observation is that scope as a Data Engineer can plateau and therefore I see a lot more L4/5 DE's than L6+. I think it is because you don't impact the bottom line directly and regularly.

At FAANG's I've worked at so far, finding new scope can be difficult even when you are working with stakeholders: it is "easier" to scope/build a product (i.e. SWE work) and show metrics of success to add value vs building a data pipeline which may be limited to them having a reporting need for example which often isn't the case especially in a more established firm.

I moved into a partner facing DE role to help more with scope/stakeholder exposure. The highest impact project I worked on so far is influencing an internal team to change the way we measure a particular metric. This involved mostly stakeholder management and nothing more complex than SQL queries from a technical standpoint. While it was fulfilling, this is also something I 'stumbled' upon and is rare due to challenges like partner scope/vision is limited/slow (their leadership can change and therefore you projects/ideas can), technical challenges of automating things because of larger concerns (e.g. privacy, lack of infra on their side which you have no control over) and so on (you generally have even less control than an internal DE).

In my current role, I am generally able to derive projects, but (in my opinion) they are limited in scope/value: i.e. build a pipeline, deliver an analysis. Therefore, even though the projects 'ticks the boxes' for an L5, it is not really driving a 'transformation' as an L6+ would. I also directly asked my manager what are some of the hardest problems we have, and have been told we have a lot, yet, I'm not hearing or seeing them.

Given the situation, would you:

  1. Move to a SWE role internally at FAANG for a more established path 'up' (not sure this resolves the scope problem especially at FAANG as I think SWE-DE's can almost be even harder to get to L6+ on because they generally lack stakeholder visibility and focus on more top down work?).
  2. Seek roles outside of FAANG where the scope of the work is already scoped to L6+ e.g. Airbnb so the 'heavy lifting' has been done in terms of scope.
  3. Refine your scoping strategy within you own team, and if so, how?

Note: my motivation is to thrive at work, this isn't for a promo, just incase the post comes across as promo-focused. :)

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Posted 9 months ago
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2 Comments

Cracking Amazon and Google Interviews: Seeking Expert Advice for Last-Minute DSA Prep

New Grad Software Engineer AI/ML at Taro Community profile pic
New Grad Software Engineer AI/ML at Taro Community

Hello, I am a recent graduate with a background in Software Engineering and Artificial Intelligence/Machine Learning. I have Amazon’s final virtual interviews, consisting of four rounds, in 10 days, and Google’s final virtual interviews, also comprising four rounds, scheduled for early November. Although I passed the online assessments for both companies, I am not at all confident in my upcoming interviews. I have realized that my Data Structures and Algorithms (DSA) skills, as well as my proficiency in Leetcode, are quite very rusty. There have been times when I struggled to solve many of the Leetcode problems.

I am currently using Neetcode to practice DSA and advanced algorithms, but I am feeling demotivated about tackling these coding problems and breaking into MAANG, despite having secured interview opportunities. I would greatly appreciate any advice on how I should approach my preparation if I were to start over from a beginner's perspective.

For Amazon’s interview, I have been following a 1-to-0 approach rather than a 0-to-1 strategy—focusing on reviewing solutions, understanding problems, and recognizing patterns using Neetcode and Grokking the Coding Interview, rather than actively solving the questions. With only 10 days remaining, how can I enhance my performance under pressure and prevent freezing during Amazon's coding interviews? Additionally, how can I sustain this momentum for Google’s interview preparation?

Thank you for your time and guidance.

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Posted 3 months ago
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2 Comments

Should I continue being a mentee with my assigned team mentor?

Entry-Level Software Engineer [L3] at Google profile pic
Entry-Level Software Engineer [L3] at Google

My manager had assigned a mentor for me on my team to help onboard me. My assigned mentor asked me about what timing works best for me and I told them I gave them full discretion around timing and cadence since my calendar was basically completely open compared to theirs. By the time we had our first 1:1, it was a 15 minute time-slot right before our daily standup. We would have these mentoring sessions ~2x a week for a few weeks before these mentoring sessions just fizzled out and stopped completely.

Now my manager is urging me to continue these mentoring sessions with the same assigned mentor citing that the reason they fizzled out was because my mentor "was not sure whether I wanted to continue the sessions and was waiting for me to set up more sessions if I was interested" even though I had expressed enjoyment of the sessions we have had thus far.

Should I be proactive here in reengaging my assigned team mentor and scheduling mentoring meetings with them? I wouldn't mind having a little more time than 15 minutes per session and in a different timeslot than right before standup, but I respect that it is tricky considering the mentor is remote and in a timezone 2 hours behind the rest of the team. I also wouldn't really know what to proactively ask them for during these sessions beyond typical work questions as part of working with them on the same team. How proactive should I be here?

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Posted a year ago
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2 Comments