How To Land 18 FAANG+ Offers With Steven Zhang (Airtable, USDR, Tableau) [October 2023 Version]

While on the job hunt in 2019, Steven Zhang received 18 offers (out of 22 onsites), including from companies such as Airbnb, Apple, Facebook, Palantir Technologies, Pinterest, Stripe, Uber. If you're interested in learning from Steven as part of a cohort-based course about job searching, sign up here: [https://bit.ly/18offers-course](https://bit.ly/18offers-course)

In the process, he became an expert in software engineering interviews and job searching. Steven shared his thought process and methodology:
- When you have many interviews, **operationalize it, and treat it like a multi-week/month project**. Some days will feel like a slog, but that's ok and part of the process. (Steven used Airtable to coordinate all his conversations.)
- **Doing an interview prep course is completely worth it for DSA**. It may cost a few thousand dollars, but being able to land the ideal job is definitely worth it (and likely worth tens of thousands of $$). Steven used InterviewKickstart (his referral: https://bit.ly/swe-tips-ik).
- **For behavioral interviews**, Steven recommends:
    - Writing all questions you received in a Google doc
    - Recording yourself doing mock interviews with a friend and then listening to it. 
- **Steven received offers at various levels through the bands**, from L3 (junior) to L5 (senior). Your level has huge implications for your compensation.
- Negotiation tips: 
    - Negotiation should not be adversarial- think of it as doing price discovery
     - If you ask nicely, no one will rescind your offer for asking for more money.
     - Negotiation/post team matching is a way to get signal on the company itself

Relevant resources: 
- [[Masterclass] How To Ace Your Big Tech Interview - Data Structures And Algorithms](https://www.jointaro.com/lesson/V4sTACzfOh22nMVcUV3w/masterclass-how-to-ace-your-big-tech-interview-data-structures-and-algorithms/)
- [[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/)
- [How Alex Got Into Meta With 0 Prior Leetcode Experience](https://www.jointaro.com/lesson/ZYiTbN21FsqFxFdpwt5a/how-alex-got-into-meta-with-0-prior-leetcode-experience/)
- [Steven's original talk on Taro about receiving 18 offers](https://www.jointaro.com/lesson/gGkO4pLeFq1ctRM9tSBF/case-study-how-to-land-18-faang-offers-with-steven-zhang-airtable-usdr-tableau/)
- Steven's [viral Medium article about this experience](https://medium.com/@stevenzhang/how-i-landed-18-faang-software-engineer-offers-after-not-interviewing-for-5-years-fc0dfc957a5d).
- Connect with [Steven on LinkedIn](https://www.linkedin.com/in/stevenqzhang/)

Stop Bugs From Happening Again - The Importance Of Retrospectives

Bugs are often times like ants: They don't come alone and are often representative of many more of their own kind. After you fix any bug, retrospect on why it occurred to begin with and what the team could have done to prevent it. If the bug was very serious (e.g. a production outage), bring the team together with a formal post-mortem report and meeting.

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:
- ["What's the difference between a low performer software engineer and a high performer?"](https://www.jointaro.com/question/nMxx2EMVIlJbl1oK4SGu/whats-the-difference-between-a-low-performer-software-engineer-and-a-high-performer/)
- [[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/)
- ["How to turn a string of silly mistakes into a mature positive outcome?"](https://www.jointaro.com/question/JybGyc935lsYbM8dAo7Y/how-to-turn-a-string-of-silly-mistakes-into-a-mature-positive-outcome/)

Why YOU Suck At Coding Interviews - From a Senior Engineer at Uber

[Edbert Chan](https://www.linkedin.com/in/edbert-chan-18a96950/) is a senior Android engineer at Uber. He wrote the popular guide “Welcome To The Coding Interview - You Suck” freely [available here](https://docs.google.com/document/u/1/d/1eKirumpmwDWTtKCJKn2HuoQ2NavEfR41whmTyaQcio4/mobilebasic) (and [here are the slides](https://docs.google.com/presentation/d/1vce04LepxDbu7K1ZyhtjVaSXC6Z0YYS9cAjNNztbEr4/edit#slide=id.p) presented).

If you want advice from Edbert, check out his AMA here: ["I'm Edbert, Ex-Apple current Uber Infra Android Engineer. AMA!"](https://www.jointaro.com/question/ftzODE689WYHw0FHGcl1/im-edbert-ex-apple-current-uber-infra-android-engineer-ama/)

This is a presentation about the common mistakes he has observed, and what you should do instead. Edbert believes that software engineers focus too much on the code and information during interview prep, and not enough on the engineering part of software **engineering**. Engineering is more than just coding, and a good interview process will be able to judge that.

The extensive guide is filled with practical tips for job seekers to pass the modern interview process at tech companies. Edbert covers the 9 mistakes that hold people back from passing technical interviews:

- Mistake 1: Not Putting Enough Time
- Mistake 2: Interview Approach Is Inconsistent
- Mistake 3: Your Interview Practicing Is Inconsistent
- Mistake 4: Not Fixing Your Own Mistakes
- Mistake 5: Not seeing how one decision or mistake leads to another
- Mistake 6: Not Understanding Your Own Solution Before Coding
- Mistake 7: Magic Bullets
- Mistake 8: Not Being Fast Enough
- Mistake 9: Being Full of Shit

Additional resources:

- [Ace Your Tech Interview And Get A Job As A Software Engineer](https://www.jointaro.com/course/ace-your-tech-interview-and-get-a-job-as-a-software-engineer/)
- [\[Taro Top 10\] Effective Interview Prep](https://www.jointaro.com/playlist/HLBYxJI7D1j8STolrwum/)
- [\[Masterclass\] How To Ace Your Big Tech Interview - Data Structures And Algorithms](https://www.jointaro.com/lesson/V4sTACzfOh22nMVcUV3w/masterclass-how-to-ace-your-big-tech-interview-data-structures-and-algorithms/)
- [\[Masterclass\] 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/)

Rahul's Compensation Journey To $800K (and behind-the-scenes)

In 2021, the last full year Rahul worked at Meta, he made $823K. When he joined Facebook (Meta) in 2017, his total compensation was $390K. See the full details [in the YouTube video](https://youtu.be/inydj1VZ0y0).

In this session, Rahul documents how his yearly compensation more than doubled over the 4.5 years he was employed at the company. This talk will cover details that didn't fit into the YouTube video while exploring angles of it more in-depth.

Topics:

- What components of compensation matter the most in a typical tech company
- Parts of a company's compensation philosophy which have large consquences, but are not often understood or discussed
- How to think about level and negotiation when job hopping
- The psychology around pay changes, and how people change their spending when hitting certain compensation milestones

Related content:

- [How To Earn Respect Fast - Senior Engineer Onboarding Story](https://www.jointaro.com/lesson/FaD8tVGXP6SiRQfee4SD/how-to-earn-respect-fast-senior-engineer-onboarding-story/)
- ["How can I think like a staff engineer?"](https://www.jointaro.com/question/RU3Mof8NeEYQP30l6giW/how-can-i-think-like-a-staff-engineer/)
- [This Is Why FAANG Engineers Make So Much Money - Tech Compensation Breakdown](https://www.jointaro.com/lesson/1aKjiSKcHDttnyTAYXy4/this-is-why-faang-engineers-make-so-much-money-tech-compensation-breakdown/)
- [\[Masterclass\] Understanding And Optimizing Your Pay In Tech](https://www.jointaro.com/lesson/gk408yBIV2fa5RjVR213/masterclass-understanding-and-optimizing-your-pay-in-tech/)

Paper Reading Group: Attention Is All You Need

Generative AI, specifically large language models, have taken the world by storm. But they wouldn't exist today without a key paper published by Google Brain: "[Attention Is All You Need](https://arxiv.org/pdf/1706.03762.pdf)." The 10-page paper, published in 2017, introduced the Transformer - a critical innovation in neural networks.

**What's in store?**

- A deep dive and interactive discussion of the paper. We recommend reading (or at least skimming) it first: <https://arxiv.org/pdf/1706.03762.pdf>
- A look at what came before the paper (neural networks, embeddings), and what came after (BERT, GPT-2, and ChatGPT).
- **All software engineers welcome** - no AI/ML background necessary!

**Did you know?**

- The paper's authors have all gone on to found multiple billion-dollar AI companies including Cohere and [Character.ai](http://Character.ai).
- Since 2017, the paper has been cited over 86,000 times.
- The Transformer architecture is the **T** in "GPT".

**Your host:**

[Charlie Guo](https://www.linkedin.com/in/charlierguo/) is a seasoned founder and author with over 15 years of software experience and more than a decade in Silicon Valley. He is an alum of both Stanford and YCombinator, and currently publishes [Artificial Ignorance](https://www.ignorance.ai/about), an AI-focused newsletter for engineers and founders.

**The agenda:**

- Charlie will give a brief background, and then explain the key insights and context from the paper.
- We will open the group to some Q&A and a broader discussion.
- And we'll end with some discussion on which paper to read and review next.

The next paper reading group is on October 15 about [deep reinforcement learning](https://www.jointaro.com/event/paper-reading-group-human-level-control-through-deep-reinforcement-learning-deep-q-network/), led by Sai Bhavanasi.

Managing ADHD as an Engineer

Attention-deficit/hyperactivity disorder (ADHD) is marked by an ongoing pattern of inattention and/or hyperactivity-impulsivity that interferes with functioning or development.

Handling ADHD as an engineer is hard. Juggling job demands, with everyday ADHD struggles, can feel overwhelming. But, you're not alone.

This collaboration between Shimmer and Taro explores the intersection of ADHD and Engineering. You'll see a live conversation between a Shimmer ADHD coach and their engineer client. Alex (coach) and Ashley (student) share how ADHD shows up in the engineering field, along with science-backed strategies to overcome common challenges. 

Some of the common presentations of ADHD: 
- Emotional regulation
- Procrastination
- Establishing routines

Ways to find and keep motivation: 
- Find your drive
- Break it down
- Create accountability
- Utilize external motivation

Energy and time management: 
- Know when your energy fluctuates
- Determine the level of cognitive effort for a task
- Use the minimum amount of cognitive effort necessary

Understand the front-end and back-end of procrastination: 
- **Front-end**: conditions must be perfect to get started, lack of direction/motivation, underestimating time needed
- **Back-end**: perfectionism, loss of novelty, fear of feedback, waiting for the final push

Get Shimmer through Taro Perks for a discount: [joinTaro.com/perks](https://www.jointaro.com/perks/)

[Case Study] How I Get 500,000+ LinkedIn Post Views Per Week

[Alex Chiou](https://www.linkedin.com/in/alexander-chiou/) is one of the cofounders behind Taro, and he owes a lot of his success building up Taro to his LinkedIn profile. As of September 2023, he:

- Has 66,000+ followers
- Gets 500k - 1M post views per week
- Spends just 10-15 minutes writing each post

Alex covers a lot of ground in this presentation, so here are just the Top 5 core points:

- **LinkedIn is extremely underrated** - When it comes to return on investment for your time, LinkedIn is easily one of the most effective content creation platforms if not *the* most effective. Unlike TikTok, Instagram, and YouTube which are media-based and require lots more effort, you can regularly go viral on LinkedIn with relatively short snippets of text.
- **Consistency is key** - LinkedIn is pretty generous at allowing you to post many times a week without your posts cannibalizing each other. Try to post at least 3-4 times a week with the upper bound being 2 times a day. If you post too frequently, you are leaving views on the table. Also, you are naturally going to have some posts that do terribly and some that do well: By taking more shots on goal, you are evening out your returns. *Variance can be conquered with volume.*
- **Keep it short, don't be too smart** - This is *by far* the most common mistake Alex has seen aspiring LinkedIn creators make. Engineers tend to be very smart people who love to cover all the nuance, which leads to overly long posts that are neither concise nor dense. This type of content does horribly on social media. Alex's style is to have 5-9 sections (each separated by a line break) with each section being just 1-3 lines for a 30-75 second read. Keep it snappy.
- **Write first sentences, not posts** - The entire purpose of the 1st sentence is to convince the reader to read the 2nd. LinkedIn by default hides the vast majority of your post's text behind the "See more..." button. Purely focus on writing a compelling first sentence, and the rest of the post should flow from there.
- **Never forget: It's just social media** - LinkedIn, like every social media platform with 100M+ users, is full of dumb stuff. *Don't let that get to you*. Don't be afraid to disengage from the platform and not read notifications and comments. And never ever couple your emotional state to how well your social media posts are doing.

Related resources:

- ["Why should I bother building a brand or becoming famous on LinkedIn?"](https://www.jointaro.com/question/s1NVrO0VlvIufReDKCSl/why-should-i-bother-building-a-brand-or-becoming-famous-on-linkedin/)
- ["How to be brave and post publicly on LinkedIn?"](https://www.jointaro.com/question/xUJSnOXQOmJyisZCB0Qa/how-to-be-brave-and-post-publicly-on-linkedin/)
- [\[Case Study\] Building An Engineering Brand - Why And How (LinkedIn, YouTube, Twitter, Substack)](https://www.jointaro.com/lesson/t06NajpS2kSCk98IEmQm/case-study-building-an-engineering-brand-why-and-how-linkedin-youtube-twitter-substack/)
- [How Rigid Should You Be With Your Coding / Content Schedule?](https://www.jointaro.com/lesson/GaOB5qFLoTbGilp7UokF/how-rigid-should-you-be-with-your-coding-content-schedule/)
- [Presentation slides](https://docs.google.com/presentation/d/1-_it2buJQ764fQAf5MgXtIKRrYJPI_ayUv5WdU5cslw/edit?usp=sharing)

The Journey to Staff Engineer In Big Tech - Q&A

This is the Q&A portion of the Staff Engineer Panel discussion. Watch the [main content here](https://www.jointaro.com/lesson/SaYyJGLYvrAy4XGrDhy7/the-journey-to-staff-engineer-in-big-tech-panel-discussion/).

The journey to Staff Engineer is unique for everybody. In this session, we talk about all the ways we got there! Senior Engineer is a terminal level at most tech companies. 

Staff Engineer is the next level up. This is referred to as Staff at Meta/Google, or Principal Engineer at Amazon/Microsoft. 

Questions answered in the video: 
- I'm making a career change into Software Engineering -- what advice would you have? I want to get into Augmented/Virtual Reality.
- I'm already a Staff Engineer, but I'm struggling with performance management. What advice would you have to exceed expectations?
- What resources would you recommend to improve at communication? What is an effective way to find a mentor?
- I'd like to first become a Tech Lead (TL) and then transition into a Staff Engineer role. What advice would you have for me?
- I'm a Data Engineer (DE) and big fan of Zach! How do I show the impact of my work to a manager who may be unfamiliar, especially since I don't do frontend?

See discussions about Staff Engineers on Taro: [https://www.jointaro.com/topic/staff-engineer/](https://www.jointaro.com/topic/staff-engineer/)

Publicly available promotion stories:
- [Ryan's Instagram video processing improvements](https://engineering.fb.com/2022/11/04/video-engineering/instagram-video-processing-encoding-reduction/)
- [Rahul's internal tool for debugging](https://www.jointaro.com/lesson/qvp2quodqAEWSkN7sayt/case-study-building-a-meta-internal-tool-to-empower-an-entire-org-staff-promotion-story/)

Panelists:
- [Zach Wilson](https://www.linkedin.com/in/eczachly/)
- [Rahul Pandey](https://www.linkedin.com/in/rpandey1234/)
- [Carly Taylor](https://www.linkedin.com/in/carly-taylor-data/)
- [Lee McKeeman](https://www.linkedin.com/in/lmckeeman/)
- [Ryan Peterman](https://www.linkedin.com/in/ryanlpeterman/)

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/)

Once You Get This, You Will Be Able To Fix Any Software Bug

The foundation for debugging and just getting software as a whole is understanding the end-to-end flow. This is a mental framework that can be applied to any language and any stack, even if you have never worked on it before.

For most of you, you're working with something like this:

1. The client sends an API call to the back-end
2. The server receives the request and parses out the model
3. The server queries the database for the appropriate data
4. The server returns the data in a formatted JSON response
5. The client receives the response and parses it
6. The client translates the models into UI and renders it

Once you figure out what steps are necessary for the flow you're debugging, you can systematically go through them one-by-one until you identify which one is breaking.

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/)
- ["How can I root cause bugs faster?"](https://www.jointaro.com/question/PSv7aYI70VwaDsoRgMyW/how-can-i-root-cause-bugs-faster/)

Meta Case Study - Debugging A Massive Production Issue

Here we go through an example bug at Meta. Given the information, we need to figure out what kind of root cause is behind the issue. This case study shows:
- Why it's important to understand the blast radius of a bug
- How knowing the context behind a bug can help you locate the problem area
- The value of having robust analytics

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 is the effective way to understand new repository in order to make the required changes in that repo?"](https://www.jointaro.com/question/KoxB3UU2zWC9pdYU6Rx0/what-is-the-effective-way-to-understand-new-repository-in-order-to-make-the-required-changes-in-that-repo/)

This Is The Easiest Way To Get Better At Debugging

Before you go into any bug, it's important to write down all the relevant details into a task or ticket. Here's why:
- It makes it easier to get your bearings and start looking into the right places for debugging
- If you need to pass the bug to someone else, the knowledge transfer is much smoother as you have this artifact
- The written context will be very valuable for retrospectives

Here's the information you should put down:
- Steps to reproduce the issue
- The blast radius
- Relevant code pointers
- Priority of the bug

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 is the effective way to understand new repository in order to make the required changes in that repo?"](https://www.jointaro.com/question/KoxB3UU2zWC9pdYU6Rx0/what-is-the-effective-way-to-understand-new-repository-in-order-to-make-the-required-changes-in-that-repo/)

To Fix Software Bugs, You Must Understand Their Blast Radius

It's not enough to be able to reproduce the bug on your own device: You need to fully understand the blast radius as well. This will help you fully understand the bug and fill out the post-mortem report afterwards.

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 is the effective way to understand new repository in order to make the required changes in that repo?"](https://www.jointaro.com/question/KoxB3UU2zWC9pdYU6Rx0/what-is-the-effective-way-to-understand-new-repository-in-order-to-make-the-required-changes-in-that-repo/)

The First Step Of Debugging - Reproducing The Issue

The first thing you need to do when you get a bug is to see it happen with your very own eyes. From there, you can execute the steps necessary to identify the root cause and fix the bug. However, a lot of engineers aren't diligent enough when they try to get the repro.

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] Revamping Oncall For 20 Instagram Engineers - Senior to Staff Project](https://www.jointaro.com/lesson/esVxIGXYC5BdgxXUkO6H/case-study-revamping-oncall-for-20-instagram-engineers-senior-to-staff-project/)
- [[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/)

Why All Great Engineers Are Great Debuggers

A lot of engineers will run away from bugs to solely focus on feature work instead. This is a huge career mistake as it deprives you of one of the core sources of engineering growth.

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:
- ["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 is the effective way to understand new repository in order to make the required changes in that repo?"](https://www.jointaro.com/question/KoxB3UU2zWC9pdYU6Rx0/what-is-the-effective-way-to-understand-new-repository-in-order-to-make-the-required-changes-in-that-repo/)
- [[Taro Top 10] Junior Engineer To Mid-Level Engineer (L3 To L4)](https://www.jointaro.com/playlist/iBKHYpkjd0BRWWLKQG2j/)

The Journey to Staff Engineer In Big Tech (Panel Discussion) - Sep 2023

The journey to Staff Engineer is unique for everybody. In this session, we talk about all the ways we got there! Senior Engineer is a terminal level at most tech companies.

Staff Engineer is the next level up. This is referred to as Staff at Meta/Google, or Principal Engineer at Amazon/Microsoft.

Themes discussed in the video:

- Staff Engineers need to have multiplicative impact and influence across multiple teams. There are several ways to achieve this (occasionally referred to as archetypes): code machine, architect, product thinking, fixer, and more.
- Communication, and right-sizing it to the level and discipline of your audience, is critically important.
- Being able to speak to real, quantifiable numbers when it comes to the impact you have is essential.
- Staff engineers are typically known as the experts in certain domains or situations. Becoming well-known in an area is a skill and does require some amount of marketing.

See discussions about Staff Engineers on Taro: <https://www.jointaro.com/topic/staff-engineer/>

Publicly available promotion stories:

- [Ryan's Instagram video processing improvements](https://engineering.fb.com/2022/11/04/video-engineering/instagram-video-processing-encoding-reduction/)
- [Rahul's internal tool for debugging](https://www.jointaro.com/lesson/qvp2quodqAEWSkN7sayt/case-study-building-a-meta-internal-tool-to-empower-an-entire-org-staff-promotion-story/)

Panelists:

- [Zach Wilson](https://www.linkedin.com/in/eczachly/)
- [Rahul Pandey](https://www.linkedin.com/in/rpandey1234/)
- [Carly Taylor](https://www.linkedin.com/in/carly-taylor-data/)
- [Lee McKeeman](https://www.linkedin.com/in/lmckeeman/)
- [Ryan Peterman](https://www.linkedin.com/in/ryanlpeterman/)

Watch the [Q&A portion of the panel here.](https://www.jointaro.com/lesson/P7bEwvDaCuYRfEtmfcaL/the-journey-to-staff-engineer-in-big-tech-qanda/)

Watch the full [Senior to Staff course on Taro](https://www.jointaro.com/lesson/NE3J4vWP7BoWlNgbRtCw/becoming-a-staff-engineer-in-big-tech-panel-discussion/).

Laid Off. What’s Next? The Case For Optimism

NOTE: This video was published in January 2023.

If you lost your job, right now is actually a great time to get laid off. It's obviously not fun to wake up and discover that your work access has been cutoff, but all things considered, you're going to be ok.

Many laid-off tech workers are getting generous severance packages which can be used for a well-earned vacation, taking time between jobs, or starting your own project. Historically, tons of companies were started in the midst of a recession, including Microsoft, Electronic Arts, Uber, and Instagram.

- [\[Masterclass\] How To Survive Tech Industry Layoffs](https://www.jointaro.com/lesson/axnVXYox5QeOneqcoyuH/masterclass-how-to-survive-tech-industry-layoffs/)
- [Inside The Layoff Era of Big Tech (Meta, Google, Amazon Layoffs)](https://www.jointaro.com/blog/inside-the-new-layoff-era-of-big-tech/)
- [Checkout all the layoff resources + discussions on Taro](https://www.jointaro.com/topic/layoffs/)

Other resources:

- [PG's essay about startups in a recession](http://www.paulgraham.com/badeconomy.html)
- [Laid Off Tech Workers Quickly Find New Jobs](https://www.wsj.com/articles/laid-off-tech-workers-quickly-find-new-jobs-11672097730)
- [Taro's LinkedIn community](https://linkedin.com/company/jointaro)

A Framework For Integrating AI Into Your Workflow

> **AI will not replace you. A person using AI will.**

This [tweet](https://twitter.com/svpino/status/1610984481342771200) was seen 5M times because it captures a transformation that will happen in the workplace over the next 5 years.

This video covers a practical framework to apply AI tools like ChatGPT, Bard, or Github Copilot to become more productive in your job.

The goal for many of us is to become the mythical **10x engineer** – they have 10x as much impact as their peers. These engineers do exist, but they don’t write 10x more code or fix 10x more bugs. Instead, they understand the concept of leverage, which manifests in two ways.

- Take a challenging problem, and solve it in a 10x or 100x better way
- Make 10 or 100 people around you more productive

Shreyas Doshi has a [framework called LNO](https://www.aakashg.com/2022/02/01/lno-framework-for-product-managers/) to identify where you should spend your effort:

- *Leverage (L)* tasks are tasks that have huge consequences and you should do a great job.
- *Neutral (N)* tasks are tasks that are important, but don't have a big payoff. You should do a good job.
- *Overhead (O)* tasks are tasks that are a tax on your time. You should just get it done.

Let's go through an example in each bucket:

In the **leverage** bucket is creating the design or architecture for the project. This is high leverage not only because architecture is inherently difficult to change, but it’s also an important trust-building exercise.

- Ask AI to identify what could go wrong with your general approach and then add that as a discussion.
- Ask AI to summarize documents related to what you’re trying to build
- Ask AI to solve the problem and then sanity-check. The results here won’t always be good, but at least you should be able to explain why you’re choosing one path over the other.

Some coding tasks are in the **neutral** bucket. AI gives us the opportunity to dramatically speed up how long some coding tasks take.

- Use tools like Copilot to write boilerplate code much faster
- Instead of having to go to StackOverflow, you can get answers inline
- Ask for things like regexes or how to do something in idiomatic Kotlin

Finally, there are tasks in the **overhead** category that AI can help minimize

- The classic example is writing your performance review – you’re not actually having any business impact.
- I recommend every engineer has a [brag document](https://www.jointaro.com/lesson/QVqPkuCvplbHSqBWtKJX/make-your-promotion-case-easy-keep-a-brag-journal/) of what they did throughout the half or year. Then you need to massage all your work into whatever template your company uses.

With the rise of AI, asking good questions is more important than ever. Artificial Intelligence cannot read your mind (at least not yet 😅), so the quality of your question dictates the quality of your response. Learn more about asking good questions with our course: [\[Course\] Ask Great Questions That Get Great Answers Quickly](https://www.jointaro.com/course/ask-great-questions-that-get-great-answers-quickly/)

How can H1B (visa) holders do a startup?

As an H1B holder, it can be hard to imagine starting a company. However, many H1B holders (and other visa holders) are able to navigate the startup landscape, maximize opportunities, and turn their entrepreneurial dreams into reality. This talk covered practical insights for people on visas.

Our speaker is Harsh Goel, a software engineer turned entrepreneur who has started two startups on an O1 visa. He will share his experience and also the visa experiences of other founders he has interacted with.

Harsh provided advice based on 5 levels of involvement: 
1. Doing side projects that don't make money
2. Doing side projects that make money
3. Doing a startup while working -- what you can and can't do
4. Going full-time into a startup without funding
5. Going full-time into a startup with funding (>$200K)

Harsh also covered insights on how to quickly qualify and apply for an O-1 visa, a **nonimmigrant employment-based visa classification for individuals of extraordinary ability in sciences, education, business, arts or athletics**; or individuals of extraordinary achievement in the motion picture and televisions industries.

To qualify for an O-1 visa, you need to show evidence of being recognized in your academic field. You must show credentials both in achievements and in your place of employment.

- There are 3 categories of achievements, and this turns out to be very easy to manufacture. Things like judging a hackathon or speaking at a conference (no matter the size) are common ways to demonstrate this. With some hard work and time, **most people can meet this criteria for an O-1**.
- You also need "evidence that the employment requires the skills of someone with 'extraordinary ability'". This requires letters of recommendations from peers or managers at work. If you lead a team within a Big Tech company, **you probably have enough to meet this criteria as well.**

Learn more:
- More events on Taro: [https://www.jointaro.com/events/](https://www.jointaro.com/events/)
- Harsh on LinkedIn: [https://www.linkedin.com/in/harsh-fyi/](https://www.linkedin.com/in/harsh-fyi/)

[Case Study] Building An App With 1,000,000+ Users To Get Into Facebook

If you want to hear an in-depth \~30 minute breakdown of Alex's entire journey getting the Facebook offer, watch our video here: [How Alex Got Into Meta With 0 Prior LeetCode Experience](https://www.jointaro.com/lesson/ZYiTbN21FsqFxFdpwt5a/how-alex-got-into-meta-with-0-prior-leetcode-experience/)

To learn more about how to build effective side projects, check out these resources:
- [[Masterclass] How To Come Up With 100k+ Users App Ideas You Can Build For Free](https://www.jointaro.com/lesson/AI4zi759PSGn6RwIFT6f/masterclass-how-to-come-up-with-100k-users-app-ideas-you-can-build-for-free/)
- [[Masterclass] How To Build And Grow Tech Products To 500k+ Users For Free](https://www.jointaro.com/lesson/OEuX0KMhcnNSTJ50Voee/masterclass-how-to-build-and-grow-tech-products-to-500k-users-for-free/)
- ["How Long to Crank Out a Decent Side Project?"](https://www.jointaro.com/question/QA6lCGdPpwAd3xRrpjZ7/how-long-to-crank-out-a-decent-side-project/)
- [How Alex Made An App That Got 80k+ Users In 1 Month](https://www.jointaro.com/lesson/GlSjjLhuUdHt5drq3l5F/how-alex-made-an-app-that-got-80k-users-in-1-month/)
- [Presentation slides](https://docs.google.com/presentation/d/1MJU_LPnfc_QEu7386eSFvIbopG2VVUE3lTzkA458bYU/edit?usp=sharing)

If you want to dive deeper into the Random Name Picker app:
- [Download it on Google Play](https://play.google.com/store/apps/details?id=com.randomappsinc.studentpicker)
- [GitHub Source Code](https://github.com/Gear61/Random-Name-Picker)

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.