The average person spends 80,000 hours working over a lifetime. Ideally, that time should be fulfilling, well-compensated, and contribute positively to the world. However, achieving this is far easier said than done, especially in an increasingly fragile job market disrupted by artificial intelligence. According to Benjamin Todd, co-founder and president of 80,000 Hours, most people lack a systematic approach to career decision-making. His nonprofit helps individuals transition into roles addressing the world's most pressing problems, such as AI safety, biosecurity, global health, and animal welfare.
Understanding Effective Altruism in Career Choices
80,000 Hours applies the effective altruism framework, prioritizing causes based on importance, neglectedness (how few resources are devoted to them), and tractability (how solvable they are). In his new book, 80,000 Hours: How to Have a Fulfilling Career That Does Good, Todd compiles over a decade of research into a comprehensive guide for career decision-making. The book targets both newcomers and experienced professionals seeking a change, offering a structured approach to evaluating options.
AI and Job Displacement: Navigating Uncertainty
AI advancements have sparked significant anxiety about job displacement. Todd acknowledges that simple answers about which jobs are safest in the AI era are often too simplistic. He notes that the rapid progress toward more capable AI has shifted his core assumptions: it now seems wiser to focus on shorter-term plans rather than investing years in training. For instance, starting medical school today appears riskier than it did a decade ago.
When asked about artificial general intelligence (AGI), Todd distinguishes between current AI capabilities and future breakthroughs. If AI could perform most remote work at a human level, it would fundamentally transform the economy and science. While he is more skeptical than many technologists about mass near-term unemployment, he believes economists still underestimate the potential long-term impact.
Skills Resistant to AI Automation
Todd highlights four factors that can make skills more valuable as technology advances. One key factor is complementarity to AI: skills that enhance AI efficiency become increasingly valuable. For example, managing AI agents is a skill unlikely to be replaced because it involves coordinating messy, long-horizon tasks across multiple stakeholders. In an intermediate future, human managers will stitch together AI-driven routines, potentially creating lucrative but limited job opportunities. However, these managers could be far more productive, each overseeing a team of AI agents, enabling many new projects that were previously too costly.
This shift could benefit mid- and senior-level workers, but its effect on entry-level positions remains uncertain. Todd points out that young people often adapt more quickly to new technologies, and some research shows junior software engineer roles have declined by 20%. Yet, young workers may be better positioned to learn and adapt to AI tools, suggesting the outcome for younger generations is not necessarily negative.
Effective Altruism: Strengths and Pitfalls
Effective altruism excels at encouraging people to consider the impact of their careers. Todd argues that most individuals underestimate the opportunity to save lives or prevent global catastrophes by addressing pressing problems. However, he warns that within the movement, people can become overly focused on impact, leading to unhealthy comparisons and burnout. Some may pursue intellectually impactful careers that do not suit their lifestyle, resulting in demoralization over time.
Systematic Decision-Making vs. Gut Instinct
Todd advocates for a systematic approach to career choices, especially when assessing personal fit. He recommends applying to many positions to gather real-world feedback and seeking outside perspectives, such as from experienced hiring managers. While intuition is poor at predicting long-term career success, it is reliable for assessing trust and personal enthusiasm. His advice: do not rely solely on gut feelings, but do check in with them. If a path triggers worry, it may indicate genuine misalignment.
Overcoming Skepticism and Practical Transitions
Some readers may resist the idea that certain careers are far more impactful. Todd cites a study where people thought the best charity is only 50% more effective than an average one, but experts find a hundredfold difference. Such disparities imply that working on a high-impact path for a decade could achieve what would take centuries in a less effective role. He encourages continued work rather than early retirement, emphasizing that finding a role that benefits both personal fulfillment and global impact is feasible.
For those unable to change jobs immediately, Todd suggests donating 10% of income to effective charities, political advocacy, or even strategic online activism. Additionally, helping someone else secure a high-impact job can be as valuable as doing it oneself.
Transitions in the Age of AI
Transitioning to higher-impact careers may involve fellowships, such as the Horizon Institute for Public Service. Experienced professionals in fields like accounting can often move into operations roles at impact-driven organizations. For others, a one- to two-year plan to acquire relevant skills is advisable. Todd recommends working at small, rapidly growing organizations to gain generalist skills and early exposure to AI tools, as larger organizations with routine tasks are more vulnerable to automation.
Balancing Financial Constraints and Impact
Financial obligations sometimes necessitate accepting a less ideal role immediately. Todd emphasizes that personal well-being and dependents matter. If money is a priority, there is no shame in focusing on it. He advises having a Plan Z—a fallback option one can accept—and building skills or savings to enable future risks. The best time to seek a new job is often while employed, as it provides leverage and experience.
For jobseekers, demonstrating ability through portfolio projects or pre-interview proposals can set them apart. Coming to an interview with a specific proposal for how to help the organization shows deep understanding and initiative.
