5 Offers w/ FAANG Companies As A New Grad: Details + Lessons

In 2014, Rahul graduated from Stanford with a BS and MS in Computer Science. He received new grad Software Engineer offers from 5 companies: 
1. Facebook
2. Twitter
3. Microsoft
4. Google
5. Square

This video outlines the exact details of the offers, and models out the increase (or decrease) in value of those offers 8 years later, in 2022. The total compensation of the offers range from $174K/year to $262K/year, and those numbers go a lot higher if you factor in stock appreciation.

If you want to better understand how compensation works in top tech companies, first watch [this video](https://link.jointaro.com/819tdsqwJj4VnaEC6).

"How can I get the most out of Taro Premium?" - 9/7/2022

- **Ask us questions!** 🙏 🙏 🙏
  - You can do it from the Taro web app [here](https://app.jointaro.com/questions/create).
  - A lot of your growth corresponds to how much you put yourself out there. The more you share, the more opportunities you're giving yourself to "get lucky" and receive some incredible, insightful advice you can apply to your job and level up.
  - *You don't need to have a good question or even a full question at all to ask something.* Taro is a judgment-free zone. Feel free to just share your current situation and thoughts on it and end your question with something like, "Do any of you have thoughts on how I can improve this situation?"
- Follow the tag corresponding to your level
  - The biggest commonality when it comes to career issues is level.
  - There are very clear patterns among senior engineers pushing for staff, mid-level engineers pushing for senior, etc.
  - In the Taro mobile app, go to the tags page and find the one for your level. If you follow it (or unfollow and then follow it again), it will float to the top of your home feed.
- Share your feedback
  - Every Taro Premium member is effectively a "mini product manager" of the company.
  - If you find a bug or have a feature idea that would help you a lot, please let us know!

The Hardest Part Of Peer Feedback: Giving Them Constructive Criticism

- When the feedback prompt asks you for what your peer can improve on, it is *not* asking you what your peer is doing poorly. If you see your peer doing something toxic/negative, you should give them that feedback *immediately*. Don't wait 6-12 months until performance review season to drop this giant ball on them.
- The *real* question behind this prompt is: "How can your peer expand their scope?". This often times involves something they're already doing well that they can do even better and expand to achieve even greater impact.
- This question will be much easier to answer once you have a deep understanding of engineer levels as a lot of this feedback will be around what you think your peers can do to reach the next level.
- Example: Your peer is very passionate about automated testing and always pairs their landed code with robust test coverage. You suggest that they push to spread this behavior across the entire team with an overall testing initiative.

Avoid This Performance Review Death Trap - Creating An Expectations Plan

- Work with your manager at the beginning of your performance review cycle to create a plan. Do this no matter what: Even if your goal isn't too ambitious and you just want to get an average rating.
- The plan should outline expectations for you very clearly, ideally as a checklist:
  - What does it mean to hit your baseline expectation and not be in danger of a performance improvement plan (PIP)?
  - What does it mean to knock it out of the park?
- Things will change, especially in high-performance tech companies. This document will change over time, and you and your manager should be 100% aware of this and adapt.

Job Switching Is Great For Pay But With Major Caveats

This video segment explores **job switching as a strategy to increase compensation**, acknowledging its significant financial benefits while outlining important limitations. It offers a balanced view of when and how to leverage this option effectively within a career in tech.

- **Job switching can deliver major pay increases**, especially when moving from lower-paying companies to top-tier tech firms like Facebook, Google, or Airbnb. Offers from these companies often represent a different compensation tier altogether.
- **The current tech market is highly competitive**, driven by remote work and talent shortages, which makes switching jobs particularly lucrative for engineers not already paid at “top of market” rates.
- **However, job switching comes with diminishing returns**. Frequent transitions (e.g., every 6–12 months) can raise red flags for recruiters due to high costs of hiring and onboarding, making a two-year tenure the informal minimum standard.
- **Banding limits how much pay can increase** through switching if already working at top-tier firms. For example, a mid-level engineer will only be offered a similarly banded role and compensation elsewhere.
- **Job switching doesn’t contribute to actual growth as an engineer**. Preparing for interviews (e.g., Leetcode) is time-consuming and doesn’t improve the long-term skills needed to succeed or progress to leadership roles like principal engineer.

This Is Required To Put The Interviewer On Your Side

Related resources:
- [[Taro Top 10] Effective Interview Prep](https://www.jointaro.com/playlist/HLBYxJI7D1j8STolrwum/)
- [[Taro Top 10] Finding A Tech Job](https://www.jointaro.com/playlist/E6R0wVJ5EyCfVnVrlfno/)

This Tool Is Especially Amazing For Big Tech Interviews

Introduction To The Course

Welcome to our course on Input Metrics, grounded in our experience at Amazon. Our goal is to help you understand and apply the principles that drive consistent business success. This course is designed to transform how we manage performance—shifting from relying solely on output goals to mastering the inputs that lead to great outcomes.

### Key Takeaways:

- **Course Goals**: We’ll learn how to deeply understand input metrics, identify the right ones for our business, measure and analyze them, conduct effective Weekly Business Reviews (WBRs), and implement the WBR reporting tool to visualize data clearly.
- **Real-World Application**: We share Amazon-proven strategies and offer downloadable templates, documents, and tools to support real-world execution of these practices.
- **Amazon’s Shift in Strategy**: We recount Amazon’s turning point in 2000—moving from output-focused goals to a system of input-driven process control, which delivered lasting results.
- **Input vs. Output Mindset**: Instead of telling teams to just hit output targets, we equip them to understand and improve the specific inputs that lead to success—driving better outcomes like increased sales and customer satisfaction.
- **Why It Matters**: Studying input metrics gives us greater control over operations and helps us empathize with customer pain points—fueling continuous improvement and innovation.

To dive deeper into Input Metrics Mastery and learn more from Bill and Colin, follow these links:

- Take the full course at their website: <https://workingbackwards.com/>
- Buy the book: <https://www.amazon.com/Working-Backwards-Insights-Stories-Secrets/dp/1250267595>
- Bill's LinkedIn: <https://www.linkedin.com/in/bill-carr/>
- Colin's LinkedIn: <https://www.linkedin.com/in/colinbryar/>

Engineer Your Ideal Tech Career [Part 2] - How Do You Spend Your Time?

In this video, we explore key areas that software engineers spend their time throughout their day, and we talk through the differences between each.

Depending on which areas you want to optimize to spend your most time, your long-term career path can vary. Try to assign a different rating to each to give yourself a clearer picture!

We cover what it really means to:

- Be making product/business decisions
- Be architecting solutions
- Be hiring
- Be mentoring

Looking for mentorship from tech’s top engineers + personalized job hunt assistance and interview prep? [Formation.dev](http://Formation.dev) can provide you unlimited career coaching, technical mentorship, personalized practice, and mock interviews. Join us here: <https://formation.dev/partners/taro>

Worksheet: [Formation - Coding Your Career](https://firebasestorage.googleapis.com/v0/b/tech-career-growth.appspot.com/o/courses%2Fslides%2FFormation%20Career%20Direction%20Worksheet.pdf?alt=media&token=f6344b78-529a-411e-a449-7a34a8d55fc8)

Top System Design Interview Mistakes [Part 5] - Don't Over or Under-Engineer a System

In system design interviews, it's crucial to strike the right balance between complexity and simplicity in your solutions. This video highlights the importance of avoiding both over-engineering and under-engineering:

- Designing systems with unnecessary complexity can lead to wasted resources, higher risks of bugs, and an impractical solution
- While caching can improve performance, indiscriminately adding caches without careful consideration can introduce inconsistencies and unnecessary complexity
- Rather than adding complexity for its own sake, stay focused on the unique challenges of the problem at hand to identify the most effective solutions
- Thoughtfully evaluate where to apply caching or other optimizations by weighing the benefits against the potential downsides
- Ensure that your design decisions are driven by the specific needs of the problem, rather than trying to impress the interviewer with buzzwords or unnecessary tools

This approach helps create efficient and practical solutions tailored to the specific challenges of the interview prompt.

If you need extra help with your system design interview, [Formation.dev](https://formation.dev/partners/taro) can provide you hands-on, personalized support. Join us here: <https://formation.dev/partners/taro>

Maximize Your Productivity As A Software Engineer [Part 9] - Focus Blocks

Context switching is one of your biggest enemies as a software engineer. This lesson teaches you:

- What a focus block is
- Why getting back into coding is so difficult, especially at Big Tech
- The power of focus blocks with involved tasks, particularly with writing code

How To Be An Effective Tech Lead [Part 1] - How This Course Works

As a software engineer, you need to eventually grow into a tech lead to pursue more senior levels. However, it's much easier being a bad tech lead instead of a good tech lead - This course is here to help you be the latter. Here are the core parts of the lesson:

- Your instructor [Jocelin Ho](https://www.linkedin.com/in/jocelinho/) walks you through her extensive 10+ year tech background as a Meta tech lead and the CTO/Cofounder of Cooby (Sequoia-backed startup), where she built engineering teams from scratch and mentored other tech leads

- You'll understand if this course is a good fit for you

- We walk you through the course objectives. By the end of the course, you will know:

  - 💡 The full definition of an effective tech lead

  - 💻 What technological skills tech leads must possess

  - 🙌 How tech leads demonstrate true leadership

  - ✅ Practical tips to start acting as a tech lead

Write A Stellar Resume As A Software Engineer [Part 14] - Show, Don't Tell

In order to write a great resume, you need to frame your experience as best as possible, getting maximum juice from the fruit. This lesson teaches you:

- The bar you need to clear in order to show that you have meaningful mastery of a technical area
- How to get metrics to describe the impact of your actions
- What showing looks like vs. telling, broken down through an in-depth example
- The difference between strong verbs and weak verbs
- How the recruiter and hiring manager perception of you drastically shifts depending on whether you used a strong verb or a weak verb

Master The Behavioral Interview [Part 17] - Staff Engineer

Staff engineer is a level that most engineers never reach (when using the expectations and compensation that FAANG/FAANG-adjacent companies have of Staff). This lesson teaches you:

- The expectations from a staff engineer overall and how that reflects in behavioral interviews
- The kinds of stories staff engineers tell in behavioral interviews

You can learn about Staff Engineer archetypes in our senior -&gt; staff course here: <https://www.jointaro.com/course/grow-from-senior-to-staff-engineer-l5-to-l6/why-have-archetypes/>

Rack Up Small Wins

A promising sign for a new employee is if they can have a quick win, no matter how small. This means you want to avoid ambiguous or complex projects.

Ideas for quick wins:

- Share something your learned
- Update docs and tell people about it (not to brag, but to invite feedback)
- Improve wikis by adding screenshots: e.g. a screenshot or video of the setup flow
- Fix a "papercut," e.g. a misspelling in the code or a minor bug

Notice that many of the ideas above don't even involve committing code!

Talk link: [Don't Walk Away from Complexity, Run! (Venkat Subramaniam)](https://www.youtube.com/watch?v=d6CYdTOLW8I)

[Distributed Systems Deep Dive] Wide-column NoSQL DB / Cassandra

If you're interested in how to design a wide-column NoSQL database, this session is for you. We'll start with the basics: what Cassandra is and why it's a popular choice for handling massive amounts of data. Expect a clear explanation of its architecture and how it spreads data across multiple servers. We'll cover how Cassandra keeps your data in sync and the trade-offs you might face.

- **Cassandra Basics:** Learn what Cassandra is made for and when it's better than other database options.

- **Architecture Overview:** Understand Cassandra's setup and how it's built for horizontal scaling.

- **Data Duplication:** Find out how Cassandra copies data to protect against outages.

- **Consistency Levels:** See how you can control consistency in Cassandra to fit your use case.

- **Writes and Reads:** Get into the details of how Cassandra handles your data when you're adding or retrieving it.

- **Node Communication:** Discover how Cassandra's nodes talk to each other to stay up to date.

- **Space Management:** Take a look at how Cassandra keeps disk space in check by getting rid of unnecessary data.

- **Dealing with Deletions:** Understand how Cassandra handles the cleanup of deleted records.

Thanks to [Alex Poon](https://www.linkedin.com/in/thealexpoon/) for leading this session!

For more system design resources:

- [\[Masterclass\] How To Ace Your Big Tech Interview - System Design](https://www.jointaro.com/lesson/J3I9fTW9ulr6T9KjxpqY/masterclass-how-to-ace-your-big-tech-interview-system-design/)
- [\[Course\] Frontend System Design Masterclass - Building Playlists](https://www.jointaro.com/course/frontend-system-design-masterclass-building-playlists/)

Ace Your Tech Interview As A Software Engineer [Part 22] - Behavioral Interviews

Behavioral interviews are omnipresent across software engineer interviews. They are also excellent at filtering out problem candidates. This lesson teaches you:

- When you can see behavioral interviews
- What the purpose of behavioral interviews is
- Why software engineers often underappreciate and underrate behavioral interviews, leading to their failure
- Why behavioral interviews are the *most important interview round in any hiring loop*
- The 3 core principles you should always have in mind when answering a behavioral interview question

To master the behavioral interview, follow the resources here: [\[Taro Top 10\] Behavioral Interviews](https://www.jointaro.com/playlist/IPFmEPUhAmizNe9ZUWV5/)

Alex's blog post about behavioral interviews: [Software Engineer Interview Guide - Behavioral Questions](https://www.jointaro.com/blog/software-engineer-interview-guide-part-2-behavioral-questions/)

Entry-Level Engineer (L3) Describes Most Important Skill - Uriel Sejas

Uriel is a new grad engineer at Slack.

- Most important skill: understand and follow patterns in the codebase. There's likely a well-defined template or approach you can follow to complete your work. 
- Advice: take time to connect with other engineers. An engineer on a different team (build system or UI framework) can share something that otherwise would have taken hours/days to figure out.

Here's the full playlist asking engineers what the most important skill is for their level: [Asking 7 Levels Of Engineers The Most Important Skill](https://www.jointaro.com/playlist/J9Io5lDGaYUpI8vGrUyI/)

Helpful links:
- [[Masterclass] How To Write Better Code Faster As A Software Engineer](https://www.jointaro.com/lesson/iYpRj8XfyzCSaTYnce3y/masterclass-how-to-write-better-code-faster-as-a-software-engineer/)
- [How Neetcode Got Promoted From L3 to L4 (Mid-Level) Engineer At Google - Tips + Insights](https://www.jointaro.com/lesson/mP1jyI09NsCHDsi5yTEX/how-neetcode-got-promoted-from-l3-to-l4-mid-level-engineer-at-google-tips-insights/)
- Taro's top 10 to get promoted from [entry-level to mid-level engineer](https://www.jointaro.com/playlist/iBKHYpkjd0BRWWLKQG2j/)
- Taro's top 10 to get promoted from [mid-level to senior engineer](https://www.jointaro.com/playlist/AUMiBTvYUv0gcOzuu26V/)
- [Uriel on LinkedIn](https://www.linkedin.com/in/uriel-sejas/)

The Defining Trait Of Mediocre Software Engineers With Debugging

One of the main differences between a low-performing software engineer and a high-performing software engineer is that the high-performer looks for true solutions to bugs instead of hacky ones like the low-performer does. Don't suppress the symptoms when fixing bugs - Treat the root cause as well.

This video is a clip from our debugging masterclass. You can watch it here: [[Masterclass] How To Become A Debugging Master And Fix Issues Faster](https://www.jointaro.com/lesson/ioR6WzamAIUTpySLAr7o/masterclass-how-to-become-a-debugging-master-and-fix-issues-faster/)

Related resources:
- [[Case Study] Solving A Multi-Million $$ Instagram Bug](https://www.jointaro.com/lesson/WYk4J05iBqOuPtD0CYKX/case-study-solving-a-multi-million-dollardollar-instagram-bug/)
- ["How can I become more independent and better at unblocking myself with tricky technical issues?"](https://www.jointaro.com/question/QhqQQGrDgFjZbqohpKe0/how-can-i-become-more-independent-and-better-at-unblocking-myself-with-tricky-technical-issues/)
- ["What would you do, if you get a better solution purpose after PR?"](https://www.jointaro.com/question/PqxeNMxwHKsWYyWVyEbZ/what-would-you-do-if-you-get-a-better-solution-purpose-after-pr/)

Supercharging Relationships - Building Bridges With Bosses, Teammates, Mentors, And Tech Leads

Discover the secrets to thriving in complex work environments by mastering the art of navigating workplace politics and dealing with difficult people! Jai explains the pioneering concepts in "Connect" by Dr. Carole Robin and Dr. David Bradford, as well as their acclaimed work at Stanford's Graduate School of Business on Interpersonal Dynamics.

Tailored specifically for engineers targeting senior levels, this masterclass will equip you with the skills and strategies to expertly handle challenging situations and personalities in the workplace. By attending, you will learn how to:
- Recognize and navigate the subtle complexities of workplace politics
- Understand and manage difficult people by identifying their motivations and triggers
- Build trust and create psychological safety with colleagues and superiors
- Effectively giving and receiving feedback
- Managing conflicts and promoting cooperation

Our expert-led session will provide actionable insights and practical tools that you can apply immediately to your professional life. Unlock your full potential by overcoming common obstacles and building strong, effective relationships with your colleagues.

Don't let workplace politics or challenging personalities hold you back. This session will let you take control of your professional success by mastering interpersonal dynamics!

This session was by HashiCorp full-stack engineer Jai Bhagat: [Connect With Jai On LinkedIn](https://www.linkedin.com/in/jaybhagat/)

To go deeper on the subject, here's more great resources around relationship building:
- ["How do you network effectively within a company?"](https://www.jointaro.com/question/DwT9GtdYK9nwFV3a7jrU/how-do-you-network-effectively-within-a-company/)
- ["Working with a micromanager"](https://www.jointaro.com/question/50HJtR05yMOB97LrkiCX/working-with-a-micromanager/)
- [[Masterclass] How To Build Deep Relationships Quickly In Tech](https://www.jointaro.com/lesson/tyaPFMXPoz2pmzB7OVzt/masterclass-how-to-build-deep-relationships-quickly-in-tech/)

Tech Career Growth Videos

Our instructional videos provide software engineers with insights needed for career growth. Masterclasses go incredibly in-depth on a specific tech topic while case studies are real examples from established engineering leaders.