Growth And Promotion 6/6: Summary

The 'magic loop' recipe for career success emphasizes doing your job well, asking how you can help, setting goals, prioritizing important tasks, delegating less crucial work, and repeating this process.

- We cover how managers can share this approach with their team, giving specific feedback focused on the work rather than the person, and investing in team members' growth.
- For employees, we discuss being patient when offering to help managers, following the magic loop process, prioritizing work that matters, and considering career coaching. Consider coaching for personalized guidance and an outside perspective.

References:

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Next steps:

- Share + get support: [**joinTaro.com/questions/create/**](http://joinTaro.com/questions/create/)
- Find community: [**joinTaro.com/events/**](http://joinTaro.com/events/)
- Send feedback to [**team@jointaro.com**](mailto:team@jointaro.com)

Growth And Promotion 5/6: Prioritization

Key points:

- 💡 Prioritizing important tasks over urgent but less important tasks is key to career success.
- 🔔 Urgency often creates false importance, like notifications that demand attention but don't actually matter.
- 🔥 Focus on tasks that are both urgent and important first, like handling emergencies.
- 🚫 Learn to say 'no' to tasks that are urgent but not important in order to focus on high-impact work.
- 🤔 Many tasks we put off are important but hard, and tackling them first can improve productivity.
- 🏗 Break down large, difficult tasks into smaller pieces to make consistent progress every day.
- 🪨 Think of your day as a jar: put the big rocks (important tasks) in first before filling it with sand (small tasks).
- 👥 Delegation is key to efficiency: give away tasks you’ve mastered to others so you can focus on higher-value work.

Starting at Amazon as a Senior Manager, then Director, then Vice President, Ethan has decades of experience at top tech companies. This career growth course is developed from his own knowledge and input from his extensive network of fellow coaches and executives.

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Growth And Promotion 4/6: Beyond The Basics

Topics covered:

- 🔄 Stop asking and start suggesting solutions to help move toward your goals.
- 💼 Offer to take on tasks that align with your desired career path, such as stepping into product management roles.
- 🤝 Build trust by offering solutions rather than waiting for your boss to assign tasks.
- 🚀 As you grow in your role, learn to anticipate problems and solve them without needing direct permission.
- ✨ Becoming proactive and solving issues without being asked makes you valuable and trusted by your manager.
- ❌ Avoid bad habits like nagging for promotions or stepping on others to advance your career.
- ⚖️ Balance ambition with responsibility—don’t rush through promotions or switch roles too quickly. 🏃‍♂️ Chasing hot trends without focus can hinder your long-term career growth.
- 💡 Don’t compare yourself to others—focus on your own performance and growth.
- 📋 Be mindful of bad managers who may exploit you, but understand their motivations and manage relationships carefully.

Starting at Amazon as a Senior Manager, then Director, then Vice President, Ethan has decades of experience at top tech companies. This career growth course is developed from his own knowledge and input from his extensive network of fellow coaches and executives.

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Growth And Promotion 3/6: The Career Growth Recipe

The Magic Loop of Rapid Career Growth: a tested, simple process to grow your career. The “Career Growth Recipe” outlines a simple loop of five steps to advance your career: do your job well, ask how to help, fulfill requests, set goals, and repeat.

- 🎩 The Power of the Magic Loop: This framework emphasizes a collaborative approach to career advancement, fostering mutual support between employees and managers. By centering on shared goals, individuals can navigate their career paths more effectively.
- ✅ Performance Matters: Success starts with delivering exceptional work. Regularly assessing your performance through feedback can illuminate areas for improvement and reinforce your value in the workplace.
- 🤝 Building Relationships: Asking how to help is a proactive strategy that not only strengthens relationships with leadership but also positions you as a valuable team member willing to contribute beyond your immediate responsibilities.
- 🔄 Commitment to Tasks: Following through on tasks assigned by your boss demonstrates reliability. This commitment can pay off in terms of trust and future opportunities, making you a preferred team member for significant projects.
- 🎯 Goal-Oriented Conversations: Once trust is established, discussing your career goals with superiors can lead to tailored support for your ambitions, fostering a clear path to advancement.
- 📈 Continuous Learning: Embracing feedback as a tool for growth is crucial. It helps you identify blind spots and improve your performance, making you a stronger candidate for future opportunities.
- 💡 Adaptability and Initiative: Taking on tasks outside your comfort zone and asking for help when needed not only aids personal growth but also enhances your skill set, making you more versatile in your career.

Starting at Amazon as a Senior Manager, then Director, then Vice President, Ethan has decades of experience at top tech companies. This career growth course is developed from his own knowledge and input from his extensive network of fellow coaches and executives.

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Growth And Promotion 2/6: Author Intro

This video covers the course outline and Ethan's background:

- The career growth recipe: explaining the magic loop.
- Beyond the basics: Advanced tactics for high performers, guidance for leaders.
- Prioritization: How to make time to focus on your growth, specific steps to ensure that you do the most valuable work
- Summary: re-iterating key points.

Starting at Amazon as a Senior Manager, then Director, then Vice President, Ethan has had decades of experience at top tech companies. This career growth course is developed from his own knowledge and input from his extensive network of fellow coaches and executives.

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Growth And Promotion 1/6: Course Intro

What's in this course:

- How to ask for promotion and growth
- Helping out to earn trust
- Advanced lessons for any level
- Prioritization

Starting at Amazon as a Senior Manager, then Director, then Vice President, Ethan has had decades of experience at top tech companies. This career growth course is developed from his own knowledge and input from his extensive network of fellow coaches and executives. (See Rahul's interview with Ethan about [**the top 1% of engineers.)**](https://www.youtube.com/watch?v=b6P83dtntKo)

- Connect with [**Ethan on LinkedIn**](https://www.linkedin.com/in/ethanevansvp/)
- Taro members get a discount to join [Ethan's Level Up community](https://levelupwithethanevans.substack.com/taro25)

Master The DSA Interview [Part 30] - Go Deeper: Follow Through

Find a mock interview buddy: <https://www.jointaro.com/networking/?selectedServices=Mock+Interviews>

To find events like mock interview meetups: <https://www.jointaro.com/events/>

Join Alex's Group Office Hours to get additional support: <https://www.jointaro.com/p/alex-chiou/>

Start a discussion in the Taro Forum and get incredible career advice: <https://www.jointaro.com/questions/create/>

Take these courses as well:

- [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/)
- [Level Up Your Code Quality As A Software Engineer](https://www.jointaro.com/course/level-up-your-code-quality-as-a-software-engineer/)

Master The DSA Interview [Part 29] - LeetCode Stockholm Syndrome

Even after passing the data structures and algorithms interview, a surprising amount of engineers maintain a toxic relationship with it. This lesson teaches you:

- What LeetCode Stockholm Syndrome looks like
- Why it doesn't make sense to continue studying data structures and algorithms after you have started the job
- The key towards true growth as a software engineer (hint: it's not LeetCode)
- A super simple way to understand data structures and algorithms studying and how it fits into your life

Master The DSA Interview [Part 28] - Don't Forget: Other Interview Types Exist

Data structures and algorithms are a core part of the software engineering interview loop, but it's important to remember that there are other critical interview types as well, including for FAANG. This lesson teaches you:

- How many engineers who completely fail their Big Tech interview actually did well on the data structures and algorithms portion, wasting all of their LeetCode grind
- How the amount of time you spend on data structures and algorithms preparation will vary based on the types of interviews you have
- How the amount of time you spend on data structures and algorithms preparation will vary based on your level
- General attributes to use to calculate the amount of time you need to allocate to data structures and algorithms

Please ask your recruiter what's going to be on your interviews. Don't be afraid to be a bit aggressive and don't be shy. Follow the advice here: <https://www.jointaro.com/course/ace-your-tech-interview-and-get-a-job-as-a-software-engineer/talk-to-your-recruiter/>

Master the behavioral interview with this course: [Master The Behavioral Interview As A Software Engineer](https://www.jointaro.com/course/master-the-behavioral-interview-as-a-software-engineer/)

Master the system design interview with this course: [The Top Ways People Fail System Design Interviews](https://www.jointaro.com/course/the-top-ways-people-fail-system-design-interviews/)

Master The DSA Interview [Part 27] - How FAANG DSA Rounds Work

A big part of being prepared for a data structures and algorithms interviews is having a clear general idea of what problems are going to be asked. This lesson teaches you:

- What LeetCode problem difficulties mean
- What kinds of data structures and algorithms questions are asked in FAANG phone screen (screening) interviews
- What kinds of data structures and algorithms questions are asked in FAANG onsite (final round) interviews
- The common trap you must avoid when preparing for FAANG data structures and algorithms interviews, depending on where you are within the interview process

Master The DSA Interview [Part 26] - Find A Buddy

When it comes to data structures and algorithms, it's best to not go it alone. This lesson teaches you:

- Why data structures and algorithms is the easiest part of the interview space to partner with someone on
- How having a data structures and algorithms buddy is greatly helpful for your personal morale
- A sample meetup agenda that you can use when you meet with your data structures and algorithms interview buddy

Find a data structures and algorithms interview buddy here: <https://www.jointaro.com/networking/?selectedServices=Mock+Interviews>

Taro Book Club: The Pragmatic Programmer - Session 5

Session Led by [Bikram Kashyap](https://www.linkedin.com/in/kashyapbikram/)

In this #taro-bookclub discussion, we'll go over [**"The Pragmatic Programmer"**](https://www.amazon.com/Pragmatic-Programmer-Journeyman-Master/dp/020161622X) by Andrew Hund & David Thomas

Here's the agenda:

- Decoupling
- Juggling the Real World
- Transforming Programming
- Inheritance Tax
- Configuration

Please send your questions ahead of time to [**Bikram Kashyap**](https://www.linkedin.com/in/kashyapbikram/) in the [**Taro Premium**](https://www.jointaro.com/membership/) Slack, so that they can be included in the discussion. *If you don't have the book or want more details on how this all works, check out the #taro-bookclub channel in the Taro Premium Slack as well!*

Get ready for another engaging and informative session!

Master The DSA Interview [Part 25] - Do Mocks

Many engineers actually know all of the data structures and algorithms concepts, but they aren't able to bring that out during the live interview when it actually matters. Luckily, there's a solution for that. This lesson teaches you:

- Why there's a fundamental dynamic shift between studying data structures and algorithms and actually solving the problems in a live interview
- The many concrete differences between data structures and algorithms in study mode vs. live interview mode
- General tips on how to both give and receive a good mock interview
- What a quality data structures and algorithms interview scorecard looks like so you can create good ones when you give a mock interview

Find mock interview partners here: <https://www.jointaro.com/networking/?selectedServices=Mock+Interviews>

Master The DSA Interview [Part 24] - It's About Consistency

How should you spend your time with data structures and algorithms problems? This lesson teaches you:

- Why it's better to have consistent, more reasonably sized studying blocks for data structures and algorithms instead of monster 1-day sprints
- What a good data structures and algorithms prep schedule looks like, shown with an in-depth example

Paper Reading: Enhancing Reasoning Abilities in LLMs through Geometrical Understanding

Session Led by [Lucia Mocz](https://www.linkedin.com/in/lucia-mocz-ph-d/)

The advancement of large language models (LLMs) for real-world applications hinges critically on enhancing their reasoning capabilities. In this paper read, we explore the reasoning abilities of LLMs through a geometrical framework. We establish a connection between the expressive power of LLMs and the density of their self-attention graphs.

The analysis performed in this work demonstrates that the density of these self-attention graphs defines the intrinsic dimension of the inputs to the MLP blocks. In particular, it shows, through theoretical analysis and toy examples, that a higher intrinsic dimension implies a greater expressive capacity of the LLM. Additionally, it provides empirical evidence linking this geometric framework to recent advancements in methods aimed at enhancing the reasoning capabilities of LLMs.

Don't miss this opportunity to deepen your understanding of how geometrical insights can drive improvements in AI reasoning. Whether you're an AI researcher, practitioner, or enthusiast, this talk promises to offer valuable perspectives and groundbreaking ideas.\
\
Paper: [**https://arxiv.org/abs/2407.02678**\
(Accompanying](https://arxiv.org/abs/2407.02678￼\(Accompanying) paper: [**https://arxiv.org/abs/2312.01648**](https://arxiv.org/abs/2312.01648))

Master The DSA Interview [Part 23] - Don't Just Surrender

When preparing data structures and algorithms, you will almost certainly get frustrated at many points in the process. How you react to those moments will dictate how well you do in those interviews:

- What to do when you're stuck on a data structures and algorithms problem in prep so you can actually learn the problem and its concepts
- How to unblock yourself on a data structures and algorithms problem properly in prep, shown with an in-depth example

Master The DSA Interview [Part 22] - The #1 Tool For DSA Prep

As a mainstay of the software engineering industry for 15+ years, data structures and algorithms have more than their fair share of online resources to help you learn it. This lesson teaches you:

- The #1, time-tested resource to learn data structures and algorithms
- The trap many engineers fall into when learning data structures and algorithms when it comes to tool selection
- How to organically expand LeetCode into the rest of your learning tree
- What to do when you get a FAANG interview

If you're interested in NeetCode, you get a discount on it with your Taro Premium membership. Redeem it here by using code TARO at checkout: <https://neetcode.io/pro?utm_source=taro>

Master The DSA Interview [Part 21] - Programming Language Selection

There are a ton of programming languages you can use for a data structures and algorithms interview. This lesson teaches you:

- A basic flowchart to follow to determine which programming language you should use in data structures and algorithms interviews
- Why it's often not worth it to pick up an entirely new but "optimal" programming language for data structures and algorithms interviews
- How overly verbose languages can ruin your chances, explained with an in-depth example

Master The DSA Interview [Part 20] - Missing What Matters

When you're doing a data structures and algorithms interview, you don't have a ton of time. That's why it's important to focus on what matters. This lesson teaches you:

- What order to code your solution in when it comes to happy flow and edge cases
- Why the core data structures and algorithms themselves often aren't that important during the interview
- How to get functionality for free, explained with a real-life Meta interview example
- A tactic you can use to prioritize components of your data structures and algorithms solution properly

Master The DSA Interview [Part 19] - Perfection Obsession

Getting the optimal solution to a data structures and algorithms problem is great, but it isn't always possible. This lesson teaches you:

- Why pursuing the optimal solution upfront when you're very stuck can easily lead to your rejection in a data structures and algorithms interview
- What to do instead when you're unable to get the optimal solution upfront
- How being completely stuck can lead to a vicious cycle that forces you to fail interviews
- A simple way to think about data structures and algorithms problem solving in general

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.