Talent Atrraction
...
| Criteria | Definition | Importance Ranking |
|---|---|---|
| Access to top students and junior collaborators | Availability of talented mentees and assistants to support and extend research capabilities | ⭐⭐⭐⭐⭐ |
| Access to research funding with little administrative overhead | Funding that is easy to apply for, manage, and use flexibly without excessive bureaucracy | ⭐⭐⭐⭐⭐ |
| Good compensation (PPP-adjusted) | Salary and benefits that are competitive internationally, especially with top US, Swiss, and Canadian institutions | ⭐⭐⭐⭐ |
| Research freedom | Ability to pursue self-directed research on promising topics without restrictive agendas or mandates | ⭐⭐⭐⭐⭐ |
| Access to research facilities | Availability of high-quality infrastructure such as labs, computing, and data resources | ⭐⭐⭐⭐ |
| Industry/startup engagement opportunities | Possibility to consult, collaborate, or take short-term positions in industry or entrepreneurial settings | ⭐⭐⭐ |
| Moderate teaching and administrative duties | Limited non-research workload to maximize time for research and mentorship | ⭐⭐⭐⭐ |
Comparison
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| Country | Students | Funding | Pay | Freedom | Facilities | Industry | Load | Total |
|---|---|---|---|---|---|---|---|---|
| France | 4 | 3 | 3 | 4 | 4 | 3 | 3 | 24 |
| Germany | 5 | 4 | 4 | 5 | 5 | 4 | 4 | 31 |
| China | 4 | 2 | 3 | 2 | 4 | 3 | 3 | 21 |
| Japan | 4 | 3 | 3 | 4 | 4 | 4 | 3 | 25 |
| Singapore | 4 | 4 | 4 | 4 | 4 | 5 | 4 | 29 |
| Israel | 4 | 4 | 4 | 5 | 4 | 5 | 4 | 30 |
| Canada | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 29 |
| Sweden | 4 | 4 | 4 | 5 | 4 | 4 | 4 | 29 |
Meaning:
- Students = Access to top students & collaborators
- Funding = Research funding with low overhead
- Pay = Competitive compensation (PPP-adjusted)
- Freedom = Freedom to pursue own research
- Facilities = Research infrastructure and resources
- Industry = Ability to engage with industry/startups
- Load = Moderate teaching/admin workload
References
- LeCun - https://docs.google.com/document/d/1LlNCY9_4MXhilnbu9MqKhSjHjMGqtDA8zZmSQynVjmY/edit?tab=t.0#heading=h.8xs22ou1c7bf