May 2023
- May 31, 2023Work SkillsUnderstanding Software Engineer BurnoutBurnout rates in tech, causes unique to software engineering, warning signs, how big tech handles it (spoiler: poorly), and evidence-based...
- May 30, 2023Work SkillsUnderstanding Different PM Roles: Product, Project, ProgramThe three types of PM roles explained clearly: product manager, project manager, and program manager.
- May 29, 2023Work SkillsPreparing for the Product Manager Interview ProcessHow the PM interview process works: product sense, estimation, metrics, behavioral, and design critique questions.
- May 29, 2023CultureImperialism Explained: Power, Conquest, and Its Lasting LegacyImperialism is the extension of power over other territories and peoples. From Roman and Mongol precursors through the Berlin Conference's...
- May 28, 2023Work SkillsEssential Product Management Frameworks ExplainedThe core product management frameworks explained: jobs-to-be-done, opportunity solution tree, north star metric, strategy vs roadmap vs backlog.
- May 27, 2023Work SkillsProduct Manager Career Path OverviewThe full product manager career path from APM to CPO. IC vs management track, specialist PM roles (growth, platform, AI), when to join a startup,...
- May 24, 2023ConceptsHanlon's Razor: Simplifying Intentions Behind ActionsOn September 26, 1983, Soviet Lt. Col. Stanislav Petrov watched five US missiles appear on his early warning screen.
- May 23, 2023Work SkillsBecoming a Software Engineer Without a Degree: TipsBootcamp vs self-taught vs online degree: realistic timelines, portfolio projects that get interviews, companies that hire without degrees, and...
- May 22, 2023Work SkillsHow to Become a Product Manager: Every Path Into the RoleHow to break into product management from engineering, design, business, or a non-tech background.
- May 21, 2023ConceptsThe Cobra Effect: Solutions That Worsen ProblemsThe cobra effect occurs when an incentive designed to fix a problem makes it worse. Learn the origin story, Goodhart's Law connection, and how to...
- May 20, 2023Work SkillsSoftware Engineer Salaries: Breakdown by Level and RegionSoftware engineer salaries by level (junior to principal), company tier, and country. Real data from Levels.fyi and BLS 2024 including equity and...
- May 19, 2023Work SkillsProduct Manager Salary Insights: Levels and LocationsProduct manager salary data by level (APM to CPO), company type (FAANG vs startup), and location.
- May 18, 2023Work SkillsData Scientist Earnings: Salary Insights by RegionData scientist salaries by level, company tier, and country in 2025. US vs UK vs EU vs India pay, plus total comp breakdowns from BLS, Glassdoor,...
- May 17, 2023Work SkillsAI Transformations in Software Engineering: Key FindingsAI tools like Copilot and Cursor are reshaping software engineering. Research from GitHub, McKinsey, and MIT reveals what changes, what does not,...
- May 16, 2023Work SkillsAI's Role in Product Management: Skills and ChallengesHow AI is transforming product management: the rise of the AI PM role, prompt literacy for PMs, AI-assisted discovery and PRDs, new skills...
- May 15, 2023Work SkillsAI's Influence on Data Science: Key Changes AheadHow AI tools and LLMs are transforming data science in 2025 - AutoML, the AI engineer role, what data scientists need to know about LLMs, and which...
- May 14, 2023Work SkillsFrontend, Backend, or Fullstack Engineering: Key InsightsFrontend, backend, and fullstack engineering compared: skill differences, salary data, which is easiest to break into, market demand in 2026, and...
- May 13, 2023Work SkillsDaily Responsibilities of Software EngineersWhat does a software engineer actually do all day? Real breakdowns of junior, senior, and staff engineer days at startups, big tech, and agencies...
- May 12, 2023Work SkillsA Day in the Life of a Product Manager ExplainedWhat a product manager's day actually looks like - the meetings, documents, and decisions at a startup, big tech, and B2B SaaS.
- May 11, 2023Work SkillsA Day in the Life of a Data ScientistWhat data scientists actually do all day - the 80% data cleaning reality, meeting load, how junior vs senior days differ, and startup vs big tech...
- May 10, 2023Work SkillsDifferences Between Data Scientist, Analyst, and EngineerData scientist vs data analyst vs data engineer - real differences in skills, salary, and daily work.
- May 9, 2023Work SkillsInside the Data Scientist Interview ProcessHow data scientist interviews actually work - SQL tests, take-home projects, statistics questions, ML theory, what companies test for, how to...
- May 8, 2023Work SkillsData Scientist Career Path: IC Progression and SpecializationsData scientist career paths in 2026 - IC vs management tracks, specializations like NLP and computer vision, transitioning to ML engineering, and...
- May 7, 2023Work SkillsData Science Burnout: Reality and SolutionsWhy data science burnout is high - the full-stack DS expectation trap, unrealistic job descriptions, how to set scope boundaries, and what good...
- May 6, 2023Work SkillsEssential UX Designer Skills: Research and PrototypingThe full UX designer skill set: user research, Figma, prototyping, systems thinking, stakeholder communication, data literacy, and accessibility...
- May 5, 2023Work SkillsWhat Is Private Equity and How Does It Work? FundWhat is private equity and how does it work? Complete guide: LBO mechanics with worked numerical example, fund lifecycle, GP/LP economics, value creation strategies, PE vs public market returns data, and career path by level.
- May 4, 2023Work SkillsInside the Job: What Does a Penetration Tester Do?Penetration tester job explained: 5-phase methodology, tool list per phase, types of pen tests compared, OSCP vs CEH vs PNPT, salary by certification level, and legal rules every tester must know.
- May 3, 2023Work SkillsCISO Responsibilities and Pathway to Becoming OneCISO role explained: responsibilities, reporting structure, business vs technical balance, $250k-$700k salary data, and the real path to becoming one.
- May 2, 2023Work SkillsUnderstanding Design Roles: UX, UI, and Product DesignersUX designer vs UI designer vs product designer: clear definitions, skill differences, salary gaps, and how these titles vary wildly by company.
- May 1, 2023Work SkillsThe Complete UX Designer Career Path ExplainedThe full UX designer career path from junior to principal and director. IC vs management tracks, design specialisations, and how some designers...
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