NFDG Portfolio Survey

Current industry compensation surveys don't capture the unique situation in AI startups today, so we are running our own survey of our 100+ AI-focused portfolio companies.

The information gathered here will be aggregated, anonymized, and shared with every portfolio company that fills this out. But you won't get the aggregate data unless you contribute!

Filling this out will also help us better support you.

Location

Funding information

Business health

Employment

The following is about your overall employee base.

Full time employees

The following section will ask details around your research and engineering team. If an employees serves multiple roles, only count them once.

Research scientists

Machine learning engineers

Software engineers

Hiring

How much do you spend on compute?

The following compute spend categories will be aggregated and shared with the portfolio companies.

Inference compute

Training compute

AI service providers

What software do you pay for?

The following software spend categories will be aggregated and shared with the portfolio companies.

Anything else?