Break Into Tech And Become A Software Engineer [Part 21] - Developing Optimism

In this lesson, Brian shares the importance of cultivating optimism as a foundation for achieving success and overcoming challenges in your career and life.

This lesson covers:

- How optimism, rooted in effort and persistence, is essential for progress, as demonstrated by Brian's own journey from addiction to engineering manager
- The negative impact of social media on optimism, as it skews reality by focusing on extremes rather than everyday successes
- Practical strategies for maintaining optimism, such as keeping a tech journal to track your progress and reinforce your belief in your ability to improve and succeed

If you need extra help breaking into tech, join Brian's exclusive, cohort-based bootcamp (just 10 students per batch). Use this special link for $800 off: <https://www.parsity.io/taro>

Connect with Brian on LinkedIn: <https://www.linkedin.com/in/brianjenney/>

"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!

How To Properly Learn

In this section, we focus on the kind of preparation that truly sets us apart in machine learning interviews. Rather than relying on surface-level memorization, we learn how to build a deep, applied understanding that shines under follow-up questions and real-world discussion.

- We aim to **go beyond surface knowledge**, learning not just definitions but also how and why concepts work.
- We must understand **implementation details**, like the loss function in logistic regression or how feature importance is calculated in random forests.
- We should avoid vague “buzzword” answers and instead be honest if unsure—showing how we would reason through the problem is often more impressive than guessing.
- We connect **theory to practice**, drawing clear links between ML concepts and our own project experience to demonstrate applied understanding.
- We focus on **breadth with clarity**, going deep only where relevant, and always aim to explain ideas in a concise and structured manner to reflect true expertise.

If you want to learn even more from Yayun:

- Book 1 on 1 career guidance with her here: <https://calendly.com/your-friend-yayun/1on1>
- Follow her on LinkedIn: <https://www.linkedin.com/in/yayunjin/>

What Advice Do You Have For Women (And Allies) In Tech?

There are not enough women software engineers. Rachel talks about the importance of sponsorship for career advancement, being ok with discomfort, and using employee resource groups (ERGs) to find community + support.

For allies (those in positions of privilege), acknowledge contributions from women and call out their good work if it's not getting noticed. 

Rachel also discusses how to evaluate a company's priorities around diversity and inclusion.

For more wisdom from Rachel, [here's her Taro playlist](https://link.jointaro.com/Cm5rJk4RJTkWhhnq7).

How Am I Being Evaluated Now?

In this lesson we talk about how candidates are evaluated in AI-assisted coding interviews and how the scoring rubric has shifted.

- **Understand what still matters—and what matters more:** Learn how the core engineering method (problem exploration, solution design, implementation, and testing) remains the foundation, but with greater emphasis on deep problem exploration and structured thinking before coding.
- **Recognize why problem solving is now the primary signal:** Because AI handles much of the typing, interviewers focus more heavily on your ability to form a clear plan, choose the right algorithms and data structures, and articulate trade-offs.
- **Master delegation and verification with AI:** Discover how execution now means directing AI effectively—accelerating typing but not thinking—and how careful verification of AI-generated code is a major part of your evaluation.

Break Into Tech And Become A Software Engineer [Part 22] - Maintaining A Positive Mindset

In this lesson, Brian emphasizes the importance of controlling the information you consume and maintaining a positive mindset when navigating the tech job market.

This lesson covers:

- The dangers of negative content, like fear-mongering videos on social media, which can distort your perception and feed into unnecessary fear and pessimism
- The "red car theory," where focusing on something makes you see it everywhere, influencing how you perceive reality, especially when it comes to fear and job security
- How to cultivate optimism by unfollowing fear-based content, following educational accounts, and using tools like the imposter syndrome killer worksheet to identify gaps and take actionable steps toward your goals

If you need extra help breaking into tech, join Brian's exclusive, cohort-based bootcamp (just 10 students per batch). Use this special link for $800 off: <https://www.parsity.io/taro>

Connect with Brian on LinkedIn: <https://www.linkedin.com/in/brianjenney/>

Clear Communication For SWEs [Part 12] - Storytelling For Impact

In this video, I delve into the power of storytelling using Freytag's Pyramid, a framework that structures narratives into five key parts: exposition, rising action, climax, falling action, and resolution. I explain how storytelling enhances communication by making information memorable, engaging, and emotionally resonant, ultimately simplifying complex details and fostering audience connection.

Connect with me on LinkedIn: <https://www.linkedin.com/in/ryan-wiens/>

Market Expansion: The Similarity Between Startups And Content Creators

Steve supports several hundred engineers at Amazon as a Principal Engineer. After finding himself giving out the same advice repeatedly, he decided to package up his insights into a YouTube channel. However, similar to Rahul's content, the applicability of his advice turns out to be much broader than just software engineers.

Steve is focused on having the maximum impact on as many people as possible, which means that he welcomes the “pivot” into the broader audience of knowledge workers.

This is a common pattern within content creation and startups: you start by focusing on a specific niche and being hyper-focused on serving them. But you realize that the product or content you created is actually applicable to a much broader set of people. 

- [How to evaluate a startup?](https://www.jointaro.com/question/UCG4XxyEOTjjyg4pEuwY/how-to-evaluate-a-startup/) 
- [“How much am I hurting my career with this startup?”](https://www.jointaro.com/question/dqCvmYhI9WE0k33orZEP/how-much-am-i-hurting-my-career-by-staying-at-a-startup-pressure-to-work-for-big-tech/)

Connect with Steve: 
- [Taro](https://www.jointaro.com/profile/aZJL3ucq9dQnscO09F4JDRkgPo72/)
- [YouTube](https://www.youtube.com/@ALifeEngineered)

The Best Gift You Can Give Yourself When It Comes To Productivity

Which of these is the best gift you can give yourself when it comes to productivity?

True or false: Phones are great productivity tools as they allow us to accomplish almost anything in a really convenient way. This is why we should make sure that we always have our phones close by as we are working.

Where should you have your phone when you are trying to do deep work?

Between flow state and context switching, which is the safer option to invest into to make yourself more productive?

One of the best ways to improve your productivity is to block off chunks of time where you can focus without having to context switch.

Clear Communication For SWEs [Part 14] - How Communication Changes With Seniority

I discuss how communication expectations evolve from junior to senior engineer roles. Junior engineers focus on asking insightful questions and providing clear updates. Mid-level engineers lead projects, suggest improvements, and collaborate effectively. Senior engineers take on leadership roles, communicate strategic decisions, and provide insights based on experience. Adapting communication styles based on audience expertise is crucial for career growth.

Connect with me on LinkedIn: <https://www.linkedin.com/in/ryan-wiens/>

DSA Interview Step Finale: Analyze Your Solution

You should proactively go over the time requirements, space requirements, and edge cases of your coding solution once you're finished coding.

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/)

Build Deep Relationships Quickly In Tech [Part 10] - "Good To Know" People

You never know who's going to come in and completely change your career for the better. This lesson teaches you:

- What "good to know" connections are
- Why networking with these connections can actually be quite easy
- The most powerful way to identify "good to know" connections

Part 8 [RBP] Next Steps With React

Follow Florian on various social media platforms like [YouTube](https://www.youtube.com/c/CodinginFlow), [Instagram](https://www.instagram.com/codinginflow/), [TikTok](https://www.tiktok.com/@codinginflow), and [X/Twitter](https://x.com/codinginflow) for more web development content and updates. Mailing list: [CodingInFlow.com/newsletter](http://CodingInFlow.com/newsletter)

Links:

- Florian’s free web development playlist on YouTube: <https://www.youtube.com/playlist?list=PLrnPJCHvNZuDG6BWjUFVxeWyYlve_SVJO>
- Code link: <https://github.com/codinginflow/react-best-practices/branches/stale>

Get The Rating You Deserve [Part 12] - Align With Intermediate Picture

**In this video, we discussed the importance of aligning our work with the broader organizational goals.**

To effectively align our efforts, we should:

- **Build relationships with key stakeholders:** Connect with managers, peers, and executives to gain insights into the company's strategic direction.
- **Understand the big picture:** Develop a comprehensive understanding of the organization's goals, challenges, and opportunities.
- **Communicate effectively:** Clearly articulate the impact of our work on the overall business objectives.
- **Embrace a collaborative mindset:** Work closely with others to achieve shared goals and leverage collective expertise.
- **Be proactive:** Take initiative in identifying opportunities to contribute to the organization's success.

By aligning our work with the broader organizational goals, we can increase our visibility, influence, and career opportunities.

If you want to get personalized support from Yogi, you can reach out to him at [coaching@yogisharma.com](mailto:coaching@yogisharma.com) or schedule an introductory call to dive into your situation at <https://tinyurl.com/meetyogi>.

"Is Taro hiring?" - 8/18/2022

If you're searching for a job, check out [our in-depth video on how Taro can help you do just that](https://link.jointaro.com/e5Swdksn8886KrQs9).

- **Not right now, but hopefully soon** - We want to make sure that when we do hire a full-time employee, we treat them very well and pay them top-of-market. We also want to make sure we're running as stable a ship as possible, especially in this economy - We don't want to hire someone just to lay them off within a year. This requires a lot of capital, more than we have with just the YC investment.
- We're raising our seed round now, and if this goes well, we should be able to hire a full-time engineer, maybe 2.
- Our dream is to turn Taro into a huge, financially sound company and then hire folks who have been supporting us for a long time, all the way back to the Tech Career Growth days.
- If you want to help, continue using Taro, letting us know how we can improve, and sharing the app with your friends and colleagues! The more we grow, the faster we can scale up Taro and achieve our vision of empowering every software engineer in the world to be happier and more effective in their careers.

SWE Internship Survival Guide [Part 7] - Feedback Is Your Growth Fuel

Feedback is the most important growth tool for interns—and how you seek, receive, and apply it can define your success. Here are the core points from this lesson:

- Regularly ask for feedback (ideally weekly or biweekly), and be specific—ask what you should start, stop, or continue doing to improve
- Synchronous conversations (in-person or video) lead to deeper, more honest feedback than async messages—don’t rely only on Slack or email
- Always thank people for feedback, turn it into action items, and follow up to show progress—this builds trust and reinforces your coachability
- Make your improvements visible (e.g. call out test validation or coding pattern adherence in PRs) so your growth is legible to others
- Interns are evaluated heavily on growth rate (“slope”)—even if you start off behind, showing fast, consistent improvement is what earns return offers

Finding The Best Environment For Learning

True or false: The best way to level up is to join a team where you are the absolute strongest and know more than everybody. This way, you will get made the lead by default.

Why is it good to be the dumbest person in the room?

How can you really level up your skills building within a tech stack you are already familiar with?

The best environment for learning as a software engineer is one where you can get feedback and grow each day.

Why Time Is The Most Important Resource In The Tech Industry

Which one of these is a crucial skill working in a top tech company?

True or false: Time is an overpowered, often underappreciated resource.

Become An Engineer Influencer [Part 28] - Final Words Of Encouragement

Congratulations, you made it to the end of the course, **Become An Engineer Influencer**! Connect with Michael:

- LinkedIn: <https://www.linkedin.com/in/michael-lin-tech/>
- Twitter: <https://x.com/\_michaellin>
- Newsletter: <https://www.michaellinwrites.com/>

Feel free to share any feedback on this course with us at [team@jointaro.com](mailto:team@jointaro.com). 

Share + get support on the Taro forum: [**joinTaro.com/questions/create/**](http://joinTaro.com/questions/create/)

Competitive Pay

Big Tech companies are widely known for offering extremely competitive compensation packages, which is often one of the primary reasons engineers aim to work at these firms. This segment outlines both personal anecdotes and structural strategies that explain why compensation in Big Tech is so high.

- **Top-Tier Compensation Strategy**: Meta’s compensation goal, for example, is to pay in the 90th percentile—more than 90% of other tech companies—making total compensation significantly higher for engineers who make the transition into Big Tech.
- **Drastic Pay Increases**: It's common for engineers switching from smaller or non-FAANG companies to experience dramatic increases in pay - often as much as 50–100%.
- **High Cost of Living Justification**: These lucrative salaries help offset the cost of living in expensive tech hubs like Silicon Valley, New York City, and Seattle, where basic housing or property ownership can be out of reach without this level of income.
- **Prestige + Pay Combo**: Many engineers underestimate the financial upside of Big Tech and initially assume a 20–30% increase is generous. In reality, the combination of prestige and substantial pay is a powerful draw.

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.