Senior Applied AI Engineer
- Talent pool
- ML infrastructure builders
- Adjacent
- Developer tools and observability
- Validate
- Production ownership at scale
Sourcing Assist
Find the right candidate yourself.
Translate the role into a practical search strategy. Know which backgrounds to explore, which signals matter, and how to evaluate a profile before starting the conversation.
Search from the role
Turn hiring criteria into sourcing direction.
Start with the confirmed mandate and capability bar, then make the possible routes into the search explicit.Target backgrounds
Identify the environments and responsibilities most likely to produce the needed capability.
Talent pools
Map relevant functions, sectors, stages, and adjacent paths without treating title as truth.
Search guidance
Build useful terms, signals, exclusions, and questions from the role model.
Channel choices
Decide where direct outreach, communities, referrals, or external specialists fit.
Profile evidence
Look for capability, not keyword density.
Use the role criteria to inspect what a profile supports, what it contradicts, and what still needs a conversation.- 01
Find the relevant evidence
Connect experience and outcomes to the capability the role actually needs.
- 02
Keep uncertainty visible
Do not turn missing public information into a negative assessment.
- 03
Prepare the first conversation
Carry the important questions and candidate-specific gaps into outreach.
- 04
Learn from the response
Use team feedback to sharpen the active search and future sourcing guidance.
Assistive by design
Tools for your search, not an autonomous campaign.
Sourcing Assist helps teams reason about the market, prepare searches, and review evidence. People choose whom to contact and what to send.No hidden ranking
Keep the evidence and uncertainty available to the person doing the search.
No invented candidates
Ground suggestions in the role and the sources the team has chosen to use.
No silent outreach
Keep profile selection and communication under human control.
One shared brief
Use the same role truth across direct sourcing, the ATS, and the marketplace.