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Arpit Bhayani

Temporal Primer - Building Long-Running Systems What Matters in Production RAG Structure of Every LLM Chat How LLMs Really Work Your Monolith Is Already A Distributed System Databases Were Not Designed For This BM25 JOIN Algorithms Venting at Work Comes at a Reputation Cost Why Half Your Skills Expire Every Few Years Multi-Paxos - Consensus in Distributed Databases MySQL Replication Internals Bloom Filters When You Increase Kafka Partitions Product Quantization The Q, K, V Matrices The Day I Accidentally Deleted Production How LLM Inference Works What are Blocking Queues and Why We Need Them Heartbeats in Distributed Systems How Writes Work in Apache Cassandra Redis Replication Internals How to Handle Arrogant Colleagues at Work How Does a CDN Handle Content Replication You Can't Fix Everything on Day One When Emotions Spill Over at Work Why gRPC Uses HTTP2 Meetings With No Agenda Are a Waste of Time Career Longevity Beats Constant Job Hopping Stay Relevant at Higher Salary Levels
When to Change Jobs - The 3P Framework
Arpit Bhayani · 2024-10-19 · via Arpit Bhayani

Knowing when to switch roles or companies significantly impacts your career growth and trajectory, and I have a simple 3P formula that can help you find the right time to switch.

  1. Paisa (money)
  2. Power (core competency growth)
  3. Position (ladder growth)

At any company you are working at or switching to, you should get at least two of the three Ps. If you are getting fewer than two, it is time to switch.

  1. Paisa (Money)

Monetary compensation is often a primary motivator for a job change. Consider a switch if your current role does not provide enough or if the increments do not keep pace with industry norms. If the other two Ps outweigh your average salary, it might be worth staying at the current company.

  1. Power (Core Competency)

Power in this context refers to your growth in core competency and how close you are to becoming a subject matter expert in the domain in which you operate. Aim to become a really good engineer, and a good job will always present you with opportunities to become one.

Assess whether your current role challenges you, introduces you to new technologies, methodologies, or projects, and ultimately contributes to your professional depth and breadth. Again, if the other two Ps outweigh the lack of core competency, it might be worth staying at the current company.

  1. Position (Ladder Growth)

The third P, Position, involves your upward movement in the org ladder. Your official title matters, and it dictates the roles and responsibilities you have handled. Hence, an important criterion to decide if it is the right time to switch or not.

Assess if your current job provides a clear and actionable path for promotion and increases in responsibility. Stagnation can often lead to your future employer doubting your abilities and will negatively impact your career growth.

Again, if the other two Ps outweigh the lack of ladder growth, it might be worth staying at the current company. Most people remain at an L5 at Google is an example of this.

I always evaluated my situation every six months and over-optimized for two of the three Ps. For example,

  1. at Practo, I optimized for Power and Paisa
  2. at Amazon, I optimized for Position and Paisa
  3. at Unacademy, I optimized for Position and Power
  4. at Google, I optimized for Power and Paisa

My entrepreneurial stint has been about optimizing for Position and Power with a hope for a high gain in the third P in the coming years.

To me, this has been a pretty structured framework to guide my thinking process, ensuring that my career decisions are both strategic and beneficial in the long run. Hope it helps you as well.