Job Search & Interview Mastery

Wait for one of three triggers: (1) You've mastered your current role (stopped learning, no growth path), (2) Comp is 15%+ below market (check Levels.fyi + Blind for your role/level/company), or (3) Your company shows signals of trouble (layoffs, hiring freeze, key departures). Switching every 18–24 months compounds salary; jumping too early burns goodwill and looks erratic. If stable + learning + paid fairly, stay 3 years. If stagnant or underpaid, switch within 6 months.

Three channels: (1) LinkedIn Open to Work badge + 'open to recruiter messages' setting — recruiters scan this daily. Spend 10 mins/week responding to inbound. (2) Referrals from current network (tell 5 people you're open, ask them to forward your resume — refers close at 40% vs cold applies at 5%). (3) Build public profile: write, speak, contribute to open source — top recruiters hunt GitHub/Twitter/blogs for passive candidates. Passive sourcing beats active apply 10:1 in offer quality.

Golden rule: always negotiate, never accept first offer. Tactics: (1) Research comp on Levels.fyi/Blind — know your walk-away number (your BATNA = best alternative). (2) Don't name a number first — ask 'what's your range?' Most companies have 20–30% salary band width. (3) If they lowball, say 'I was expecting $[X]' (name a specific number, not a range). (4) Get competing offers if possible — say 'I have another offer at $[X], can you match?' (5) Negotiate equity, title, start date together — don't accept salary then ask for more RSUs. (6) Get offer letter in writing before you quit.

Red flag — most take-homes are unpaid work that wastes 4–8 hours. Counter: (1) Ask if there's a code review + feedback step — if not, it's a screen, not an assessment. (2) Cap yourself: 2 hours max, if it's not done, send what you have + explanation. (3) Offer to pair-code with an engineer instead — instant, real-time, fair assessment. (4) Check Triplebyte/Hired/Interviewing.io for companies that skip take-homes entirely. (5) If they insist and it's a strong company, do a basic solution fast — they're usually looking for 'does it run', not perfection. Don't over-polish.

Scenario: You have Offer A at $150k + Offer B at $160k. Want both to compete. (1) Accept A verbally (don't sign), then tell B 'I have competing offer at $160k, can you go higher?' (2) If B matches or beats, go back to A with B's offer — A often increases to keep you. (3) Never bluff — only use offers you actually have. (4) Be transparent: 'I'm comparing multiple offers, here's what I'm hearing from market' — ethical + stronger than secret leverage. (5) Make it about fit + comp together — 'The role is great, I want to make this work, here's my target.' Companies expect 1–2 counter-rounds.

Cold apply: 5–10% response rate, 2–5% interviews scheduled. Referral: 40–50% response rate, 20–30% interviews scheduled. Networking: build the relationship BEFORE you need a job. Tactics: (1) DM senior engineers at your target company on LinkedIn (not recruiter — talk to team). Share something thoughtful: 'I read your blog on X, curious about Y.' (2) Attend meetups, conferences, Discord communities — meet people who are or know people at your target. (3) Warm intro (ask mutual connection for intro) beats cold email 10:1. (4) Most offers come from 'someone I know' not 'I applied' — spend 70% on relationships, 30% on applications. (5) If at company X, best time to job-hunt is NOW while you have insider networks; leave then job-hunt alone is 10x harder.

ATS = Applicant Tracking System that parses resume for keywords. How to pass it and humans: (1) Use 'reverse job description' — copy 5–7 key words/phrases from the job posting, work them naturally into your bullet points. (2) Use simple formatting: no graphics, no boxes, no colors, no columns — one-column PDF only. (3) Bullet structure: verb + action + metric. Bad: 'Worked on database optimization.' Good: 'Optimized query performance, reducing API latency from 2.3s to 340ms (85% improvement), enabling 3M+ daily requests.' (4) Skills section at bottom with comma-separated list matching job posting (ATS scans this). (5) Use JobScan.co or Teal to check your ATS match score against job posting — target 70%+. (6) PDF over DOCX (some ATS chokes on Word formatting). (7) Don't abbreviate — write 'Amazon Web Services' not 'AWS' for first mention — ATS struggles with abbreviations.