Big companies prioritize process and risk mitigation, which stifles the freedom required for true innovation. They excel at scaling and reliability, but typically acquire innovative ideas from nimbler startups rather than creating them internally.
Large companies hire smart people primarily to fit into and execute established processes. Believing you're hired for unique technical genius can lead to disappointment. Career security comes from understanding this implicit contract and building your brand in parallel.
Relying solely on internal performance is risky. Actively build an external brand by joining industry committees and becoming a known expert. This provides career security beyond your current employer, which often supports these activities as they also benefit the company.
Large-scale layoffs aren't always about personal performance. A common corporate strategy is to cut the bottom-performing projects in a portfolio. This can lead to the indiscriminate dismissal of an entire team, from the VP down, regardless of individual talent.
Projects will always have problems. Technical excellence in the initial design is merely the baseline. The real differentiator is the speed of recovery. Engineers who can quickly diagnose and solve inevitable issues become indispensable 'heroes' who save projects.
The kiss of death for an R&D program is discovering critical issues one by one, late in the process. This serial approach to problem-solving fails to retire risk quickly enough, causing the project to run out of time and budget, ultimately leading to its cancellation.
A key indicator of a well-run project is a reliability model that exists from the beginning. Teams that plan to 'verify reliability in testing' are discovering risk too late. A proactive reliability model should guide design and identify risks early to prevent late-stage failures.
Engineers often misjudge their value by providing excessive technical detail when a simple directional answer is all that's needed. The ability to calibrate your output — knowing when to go deep versus when to just say 'turn left' — is a crucial and often overlooked skill.