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Playbooks and hiring-loop notes for international interview practice
AI takes data cleaning and boilerplate SQL, not business judgment. Who the Augmented Analyst is, which roles appear in 2026, and the skill checklist to close at IT Career Gym.
How Atlassian sped up HTTPS Git push in Bitbucket Cloud by 8x: HTTP/2 flow control and Edge proxy settings. A 2 GB import dropped from 2 hours to 15 minutes.
MLOps is skill #1 for an ML career: the model lifecycle, how it differs from DevOps and AIOps, market tools, and an IT Career Gym career track.
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How Microsoft system design interviews really work: hiring-team panels, final loop leveling, Azure/Copilot domains, security/compliance, and growth mindset.
Bradford Smart's method: A/B/C players, a Scorecard instead of a marketing JD, TORC, and a five-stage funnel. How hiring managers verify the past — and how candidates practice at IT Career Gym.
Amazon opened in July, Google's window lasts two to four weeks in October. Month-by-month calendar, pay per hour, and what to do if you are starting late.
Avito’s 2026 engineering loop: HR screen, Go and distributed systems, practical algorithms, listing-search system design, and a final culture round. A two-week plan plus mock interviews and quizzes on the gym.
The stripes' code: Users First, Politely Relentless, and writing over meetings. Three culture dimensions, an interview red-flag map, and a feedback loop for engineers and managers.
The three pillars of promotion and stories from Amazon, Meta, and Microsoft: readiness, perception, and when to speak up about your career.
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