Hi everyone,
With AI becoming a major part of modern software products, I’ve noticed many startups are starting to hire AI developers earlier in their development process rather than waiting until later stages.
I’m curious about how teams here approach this.
Questions for the community
At what stage should a company hire AI developers for a project?
Is it better to hire specialized AI engineers or train existing developers in AI tools?
What types of projects truly benefit from hiring AI developers early (automation, testing, recommendation systems, etc.)?
Are there specific AI frameworks or tools that teams should evaluate before hiring AI specialists?
Example scenarios
Some use cases I’m considering:
AI-powered test automation
Smart recommendation systems
Chatbots for customer support
AI-driven analytics dashboards
Would love to hear from developers and QA engineers who have worked with AI engineers or AI-based tools in real projects.
What worked well for your team, and what challenges did you face?
Thanks!