Own end-to-end specialized LLM development for non-game client domains
Benchmark frontier and open-source models on client data for quality and cost
Build baselines,select teacher and student models,run distillation and SFT
What they want
Hold a CS,ML,AI,or data science degree or equivalent expertise
Develop and improve models with PyTorch or comparable deep learning frameworks
Improve performance via data analysis,training strategy,tuning,and error analysis
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Nice to have
Post-train open-source LLMs at varied scales including ten-billion-plus training and serving
Experiment with on-policy and off-policy distillation,DPO,RLHF,and self-distillation
Build synthetic data pipelines with filtering,prompt design,and quality defect fixes
Seoulstart's read
Visa tier (likely)
E-7 specialty / professional (likely)
Korean language
Korean not required
English friendliness
Medium: English JD, mixed-language workplace
Context
One-year contract with no regular conversion; Yeoksam Centerfield AI Research team building client-facing specialized models,expect take-home assignment in hiring.
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.