LLM Engineer (LLM Training)

42dotΒ· ENGINEERING
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🌍 RemoteπŸ“ Pangyo (Software Dream Center), South KoreaFullTime

About this role

We are looking for the best

LLM Engineer(LLM Training)λŠ” LLMν•™μŠ΅ νŒŒμ΄ν”„λΌμΈμ„ μ„€κ³„ν•˜μ—¬ μ‹€μ„œλΉ„μŠ€μ—μ„œ ν™œμš© κ°€λŠ₯ν•œ μƒμ„±ν˜• μ–Έμ–΄λͺ¨λΈμ„ ν•™μŠ΅ν•©λ‹ˆλ‹€. 지속적인 ν’ˆμ§ˆ ν–₯상을 μœ„ν•˜μ—¬ λŠμž„μ—†μ΄ μƒˆλ‘œμš΄ 방법둠을 μ‹œλ„ν•˜μ—¬, μ‹€μ‚¬μš©μžμ—κ²Œ κΌ­ ν•„μš”ν•œ μ„œλΉ„μŠ€λ₯Ό μΆœμ‹œν•˜κ³ , LLM 슀슀둜 ν’ˆμ§ˆμ„ κ°œμ„ ν•  수 μžˆλ„λ‘ κ°€λ‹€λ“¬λŠ” 일에 κΈ°μ—¬ν•©λ‹ˆλ‹€.

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Responsibilities

  • LLMν•™μŠ΅ κ³Όμ •μ˜ 효율 ν–₯상

    • Pre-training 및 Post-training ν•™μŠ΅ κ³Όμ •μ˜ μ „λ°˜μ μΈ 효율 ν–₯상

  • 생성 결과의 μ „λ°˜μ μΈ μ •ν™•μ„±κ³Ό μ•ˆμ •μ„± ν–₯상

    • 생성 결과의 ν’ˆμ§ˆ ν–₯상을 μœ„ν•˜μ—¬ Self-Refine이 κ°€λŠ₯ν•œ ν•™μŠ΅ ꡬ쑰 섀계

Qualifications

  • Deep Learning λ˜λŠ” NLP κ΄€λ ¨ κ²½λ ₯ 3λ…„ 이상 (석사 μ‹ μž… 지원 κ°€λŠ₯)

    • Deep Learning λ˜λŠ” NLP와 κ΄€λ ¨λœ 폭넓은 연ꡬ 및 개발 κ²½ν—˜

  • μˆ™λ ¨λœ ν”„λ‘œκ·Έλž˜λ° (Python & pytorch) λŠ₯λ ₯

    • PyTorchλ₯Ό ν™œμš©ν•œ λͺ¨λΈ 섀계, ν•™μŠ΅, 평가 및 μ΅œμ ν™” κ²½ν—˜

  • GPUλ₯Ό ν™œμš©ν•œ LLM ν•™μŠ΅ 및 Trouble shooting λŠ₯λ ₯

    • λΆ„μ‚° ν•™μŠ΅ ν”„λ ˆμž„μ›Œν¬(Slurm, DDP, Horovod λ“±) μ‚¬μš© κ²½ν—˜

Preferred Qualifications

  • Deep Learning/NLP κ΄€λ ¨ λ…Όλ¬Έ 제좜 λ˜λŠ” 석박사 ν•™μœ„ μ†Œμ§€μž

  • μ£Όμš” ν•™μˆ  λŒ€νšŒ(ACL, EMNLP, NeurIPS λ“±) λ…Όλ¬Έ λ°œν‘œ κ²½ν—˜

  • Docker 및 Kubernetes에 λŒ€ν•œ κ²½ν—˜

    • GPU ν΄λŸ¬μŠ€ν„°λ₯Ό ν™œμš©ν•œ ν•™μŠ΅ νŒŒμ΄ν”„λΌμΈ 섀계 및 관리 κ²½ν—˜

  • GPUλ₯Ό ν™œμš©ν•œ ν•™μŠ΅ 및 μ„œλΉ„μŠ€ 개발 κ²½ν—˜

    • GPU 기반의 Training λ˜λŠ” Inference μ‹œμŠ€ν…œ ꡬ좕 κ²½ν—˜

  • LLM의 Post-training κ΄€λ ¨ κ²½ν—˜

    • Supervised Fine-Tuning 및 Parameter Efficient Fine-Tuning ν™œμš© κ²½ν—˜

Interview Process

  • μ„œλ₯˜μ „ν˜• - μ½”λ”©ν…ŒμŠ€νŠΈ - 화상면접 (1μ‹œκ°„ λ‚΄μ™Έ) - λŒ€λ©΄ ν˜Ήμ€ 화상면접 (3μ‹œκ°„ λ‚΄μ™Έ) - μ΅œμ’…ν•©κ²©

  • μ „ν˜•μ ˆμ°¨λŠ” μ§λ¬΄λ³„λ‘œ λ‹€λ₯΄κ²Œ 운영될 수 있으며, 일정 및 상황에 따라 변동될 수 μžˆμŠ΅λ‹ˆλ‹€.

  • μ „ν˜•μΌμ • 및 κ²°κ³ΌλŠ” μ§€μ›μ„œμ— λ“±λ‘ν•˜μ‹  μ΄λ©”μΌλ‘œ κ°œλ³„ μ•ˆλ‚΄λ“œλ¦½λ‹ˆλ‹€.

Additional Information

  • 이λ ₯μ„œ 제좜 μ‹œ μ£Όλ―Όλ“±λ‘λ²ˆν˜Έ, 가쑱관계, 혼인 μ—¬λΆ€, 연봉, 사진, 신체쑰건,Β μΆœμ‹  지역 등 μ±„μš©μ ˆμ°¨λ²•μƒ μš”κ΅¬ κΈˆμ§€λœ μ •λ³΄λŠ” μ œμ™Έ λΆ€νƒλ“œλ¦½λ‹ˆλ‹€.

  • λͺ¨λ“ Β μ œμΆœ νŒŒμΌμ€Β 30MB μ΄ν•˜μ˜ PDF μ–‘μ‹μœΌλ‘œ μ—…λ‘œλ“œλ₯Ό λΆ€νƒλ“œλ¦½λ‹ˆλ‹€. (이λ ₯μ„œΒ μ—…λ‘œλ“œ μ€‘Β λ¬Έμ œκ°€ λ°œμƒν•œλ‹€λ©΄ 이λ ₯μ„œμ™€ ν•¨κ»˜ μ§€μ›ν•˜μ‹œκ³ μž ν•˜λŠ” ν¬μ§€μ…˜μ˜ URL을 recruit@42dot.aiμœΌλ‘œΒ μ „μ†‘ λΆ€νƒλ“œλ¦½λ‹ˆλ‹€.)

  • 인터뷰 ν”„λ‘œμ„ΈμŠ€ μ’…λ£Œ ν›„ μ§€μ›μžμ˜Β λ™μ˜ν•˜μ—Β ν‰νŒμ‘°νšŒκ°€ 진행될 수 μžˆμŠ΅λ‹ˆλ‹€.

  • κ΅­κ°€λ³΄ν›ˆλŒ€μƒμž λ°Β μ·¨μ—…λ³΄ν˜Έ λŒ€μƒμžλŠ”Β κ΄€κ³„λ²•λ Ήμ— 따라 μš°λŒ€ν•©λ‹ˆλ‹€.

  • μž₯μ• μΈΒ κ³ μš© 촉진 및 μ§μ—…μž¬ν™œλ²•μ— 따라 μž₯애인 등둝증 μ†Œμ§€μžλ₯Ό μš°λŒ€ν•©λ‹ˆλ‹€.

  • 42dot은 μ˜λ’°ν•˜μ§€ μ•Šμ€ μ„œμΉ˜νŽŒμ˜ 이λ ₯μ„œλ₯Ό 받지 μ•ŠμœΌλ©°, μš”μ²­ν•˜μ§€ μ•Šμ€ 이λ ₯μ„œμ— λŒ€ν•΄ 수수료λ₯Ό μ§€λΆˆν•˜μ§€ μ•ŠμŠ΅λ‹ˆλ‹€.

  • 3κ°œμ›”μ˜ μˆ˜μŠ΅κΈ°κ°„μ΄ 적용될 수 μžˆμŠ΅λ‹ˆλ‹€.

β€» 지원 μ „ μ•„λž˜ λ‚΄μš©μ„ κΌ­ 확인해 μ£Όμ„Έμš”.

Frequently Asked Questions

Is the salary disclosed for the LLM Engineer (LLM Training) position at 42dot?
The salary for this LLM Engineer (LLM Training) role at 42dot is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Is the LLM Engineer (LLM Training) job at 42dot remote?
Yes, this LLM Engineer (LLM Training) position at 42dot is remote, with team members based in Pangyo (Software Dream Center), South Korea. You can work from home or anywhere in the supported regions.
Is the LLM Engineer (LLM Training) role at 42dot full-time or part-time?
This is listed as a FullTime position. It is posted as a LLM Engineer (LLM Training) role in the ENGINEERING department at 42dot.
Which team or department does the LLM Engineer (LLM Training) at 42dot belong to?
This LLM Engineer (LLM Training) position is part of the ENGINEERING department at 42dot. See the full job description for more information about the team structure and responsibilities.
How do I apply for the LLM Engineer (LLM Training) position at 42dot?
Click the "Apply Now" button on this page. You will be redirected to 42dot's official application portal hosted on ashby where you can submit your application directly.
When was the LLM Engineer (LLM Training) job at 42dot posted?
This LLM Engineer (LLM Training) position at 42dot was posted on Apr 7, 2025. Apply as soon as possible β€” early applications are often reviewed first.
LLM Engineer (LLM Training)
42dot
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