Theoretically and empirically analyze LLM mechanisms to improve efficiency,stability,performance.
Explore LLM capabilities in tool use,agentic learning,reasoning within interactive environments.
Investigate LLM applications in Physical AI and World Models for interactive intelligence.
What they want
PhD in AI,Computer Science,Statistics,EE,or related field (expected before hire).
Theoretical or empirical analysis/modeling research experience specifically with large language models.
Deep understanding of LLM architecture,training algorithms,and optimization techniques.
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Nice to have
First-author publication or presentation or award at top-tier AI conferences like NeurIPS,ICLR,ICML.
Deep research experience in LLM internals,scaling laws,representation learning,model interpretability.
Hands-on experience training or analyzing large-scale language models.
Seoulstart's read
Visa tier (likely)
E-7 specialty / professional (likely)
Korean language
Korean preferred (conversational)
English friendliness
Medium: English JD, mixed-language workplace
Context
Domestic Korean gaming company in Yeoksam; active translation support,publication-focused research culture,contract-to-permanent opportunity.
This is Seoulstart's analysis of the public job description, not the employer's stated policy. Verify visa sponsorship, language requirements, and remote allowances directly with the recruiter.