Resume Guides & Career Advice

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Role Hubs

Land, level up, and lead at tech companies

Six career stacks for the roles tech companies hire most. Each hub covers levels (junior → principal), companies (Stripe / Meta / Google / Apple / Anthropic / OpenAI / Netflix and more), and the deep skills the senior+ interview filters on. Tier-1/2 sources, real comp data, no AI fluff.

IC · Design
Product Designer
Stripe · Meta · Google · Airbnb · Figma · Notion · Anthropic · Linear. Junior through principal, design systems, AI-tools workflow.
IC · Product
Product Manager
Junior, mid, senior, staff, principal, group, director. Frameworks, prioritization, analytics, AI-tools-in-PM-workflow.
IC · Engineering
Software Engineer
L3 through L8. System design, distributed systems, observability, AI tools in eng workflow. FAANG-tier comp data.
IC · Engineering · Native
iOS / Swift Engineer
SwiftUI, SwiftData, Swift 6 concurrency, iOS 26 features. Apple ICT3–ICT6 leveling. Apple, Snap, Meta, Google.
IC · Data · ML
Data Scientist / ML Engineer
Statistics, ML fundamentals, LLM and foundation models, causal inference. Anthropic, OpenAI, Databricks, Hugging Face.
Manager · Engineering
Engineering Manager
Line manager (M1) through senior director (D2). IC-to-EM transition, managing managers, performance, hiring, strategy.
Manager · Design
Design Manager
Line manager (M1) through VP Design (D2). IC-to-design-manager transition, managing designers, critique, hiring, design strategy. Apple, Figma, Stripe, Airbnb.
IC · Engineering · Frontend
Frontend Engineer
React, TypeScript, CSS, Core Web Vitals, accessibility, design systems, build tools. Vercel, Linear, Stripe, Notion, Figma, Airbnb, Meta, Google.
IC · Engineering · Backend
Backend Engineer
Distributed systems, databases, API design, microservices, observability, security. Stripe, Anthropic, Databricks, Cloudflare, Discord, Netflix, Google.
IC · Research
UX Researcher
Generative + evaluative research, surveys + quant, ResearchOps, synthesis, AI-tooling. Meta, Google, Airbnb, Netflix, Microsoft, Spotify.
IC · Data Infrastructure
Data Engineer
Warehousing, dbt, Airflow, Spark, Kafka, Iceberg, streaming, data quality. Databricks, Snowflake, Stripe, Airbnb, Netflix, Uber, Confluent, Cloudflare.
IC · Engineering · Native
Android Engineer
Kotlin, Jetpack Compose, Material 3, Coroutines, baseline profiles, modularization. Google, Meta, Snap, Airbnb, Square, Dropbox, Pinterest, Uber.
IC · Engineering · Reliability
DevOps / SRE Engineer
SLOs, observability, incident response, Kubernetes, chaos engineering. Google (SRE birthplace), Netflix, Stripe, Cloudflare, GitLab, HashiCorp, Datadog, Honeycomb.
IC · Engineering · Security
Security Engineer
AppSec, offensive security, defensive security, IAM, cloud security, AI security. OWASP / NIST / MITRE ATT&CK / SANS / CISA canonical. Cloudflare, CrowdStrike, Okta, GitHub, Stripe, Anthropic, Google, Datadog.

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Business & Finance
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5 guides
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2 guides

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