Superintelligence Lab - Tech Lead (Agentic Search, Staff / Principal Level)
About the Role
์ฐ๋ฆฌ๋ ์ฌ์ฉ์์ ์๋๋ฅผ ์ดํดํ๊ณ , ํ์ํ ์ ๋ณด๋ฅผ ํ์ยท๊ฒ์ฆยท์ข ํฉํ์ฌ ์ ๋ขฐํ ์ ์๋ ๊ฒฐ๊ณผ๋ฅผ ๋ง๋ค์ด๋ด๋ agentic search system์ ๊ตฌ์ถํ๊ณ ์์ต๋๋ค. ํ์ ์ ์ธ retriever ํ์ต, agentic ์์คํ ์ค๊ณ, memory/context ์ต์ ํ, orchestrator RLํ์ต, evaluation, inference efficiency๊น์ง ์ ์ฒด ๊ธฐ์ ๋ฐฉํฅ๊ณผ ํ๋ก์ ํธ๋ฅผ ์ด๋๋ Senior Tech Lead ํฌ์ง์ ์ ๋๋ค.
Staff / Principal-level MTS๋ก์ ์ฅ๊ธฐ์ ์ธ ๋น์ ๊ณผ ๊ธฐ์ ์ปดํฌ๋ํธ๋ฅผ ์ ์ํ๊ณ ์ฌ๋ฌ ์ปดํฌ๋ํธ ์ฌ์ด๋ฅผ ์ ๋ ฌํ๊ธฐ ์ํ ํต์ฌ ์์ฌ๊ฒฐ์ ์ ๋ด๋ฆด ์ ์์ด์ผ ํฉ๋๋ค. Research outcome์ production-grade ์๋น์ค๋ก ๋ฐ์ ์ํค๊ณ , ์กฐ์ง์ engineering ๋ฐ research standard๋ฅผ ์ฑ์ฅ์์ผ ์ฐจ์ธ๋ Tech Lead๋ค์ ์ก์ฑํ๋ ์ฑ ์๋ ์์ต๋๋ค.
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What Youโll Do
- Set the technical vision and roadmap for end-to-end Agentic Search.
- Lead execution from foundational research through production deployment.
- Advance retrieval across sparse/dense/hybrid, reranking, and learning-to-retrieve systems.
- Co-design modelโsystem interfaces spanning search, memory, planning, tool use, and orchestration.
- Develop RL and learning-based methods for search policies, routing, and orchestrator behavior.
- Build rigorous evals for retrieval, grounding, citations, tool use, and long-horizon task completion.
- Optimize quality, latency, throughput, and inference cost across the full search stack.
- Provide technical leadership across Research, Engineering, Infrastructure, and Product.
- Mentor senior technical talent and raise the bar for architecture, research, and execution.
You Might Thrive in This Role If You Have
- Deep expertise across the full search stack, beyond dense retrieval.
- Experience building agentic systems, memory systems, or learned orchestrators.
- Applied RL or sequential decision-making to search, agents, or tool use.
- Built end-to-end evaluation systems combining offline evals, online experiments, and production telemetry.
- Scaled ML systems under demanding quality, latency, reliability, and cost constraints.
- Shipped research breakthroughs as reliable, production-grade capabilities.
- Led high-impact technical programs across multiple teams and disciplines.
- A first-principles mindset and strong Staff / Principal-level technical judgment.
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์ ํ ์ ์ฐจ
- Application Review โ Coding Test โ Technical Interview (Online) โ Culture Fit Interview (Onsite)
* ย ์ ํ ์ ์ฐจ๋ ๋ณ๊ฒฝ๋ ์ ์์ต๋๋ค. ์๋ฅ ํฉ๊ฒฉ ์ ์ ํ ์ ์ฐจ์ ๋ํด ๋ณ๋๋ก ์๋ด ํด ๋๋ฆฝ๋๋ค.
Superintelligence Lab - Tech Lead (Agentic Search, Staff / Principal Level) ยท LG AI Research