Mercor
MercorVerified listing
RemoteSoftware EngineeringAI & Machine Learning

Software Engineer — Agentic Search Systems | $80-$150 One-Time Remote

150 fixed
Remote
Posted August 5, 2026
task-based
10 openings

Overview

We're looking for engineers with hands-on experience shipping production search systems — especially agentic ones in the age of LLMs and AI agents. This isn't a typical coding screen: it's a 25-minute conversational interview focused on how you think about search quality, evaluation, and real-world tradeoffs. Standout chats lead to a paid 30-minute follow-up conversation with our team.

What You'll Do4

  • 1Own relevance or retrieval for a production system that real users depend on.
  • 2Define how to measure impact and improvements for search quality.
  • 3Build and iterate on agentic search pipelines and components.
  • 4Scale data infrastructure to support modern search and retrieval workloads.

Requirements4

  • 1Proven experience shipping production search systems with a focus on relevance and retrieval.
  • 2Strong grasp of evaluation methodology — how to quantify search quality and compare improvements.
  • 3Hands-on experience building or optimizing agentic search flows that leverage LLMs.
  • 4Comfort scaling data pipelines and infrastructure that power search at real user scale.

Who Should Apply

You're the kind of engineer who has messy war stories about search systems — the ranking bug that slipped through, the evaluation set that misled you, the agentic loop that spiraled. You think in tradeoffs and can articulate exactly why you made the choices you did. You don't need to write code in this interview, but you should be ready to go deep on the systems you've built.

Salary Insight

Listing indicates a one-time remote task paying $80–$150, with a paid 30-minute follow-up conversation at $200 upon completion. Additional compensation isn't specified.

Location

Typeremote
LocationRemote
This is a remote position

Required Skills

llmai agentsagentic searchretrievalrelevancedata infrastructuresearch evaluation

Application Tip

Come prepared with one specific, messy production story — a relevance failure, a retrieval bottleneck, or an agentic search issue you debugged. Walk through the tradeoffs you made and how you measured the outcome; concrete details beat polished answers here.

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How your application is processed

  1. 1Application received

    Your resume and details are logged the moment you apply.

  2. 2ATS + eligibility screening

    We check your profile against the role’s skills, seniority, and requirements.

  3. 3Employer sees qualified profiles only

    Only candidates who clear screening move forward.

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