[Deep Learning Div.] Research Scientist - Agentic AI (5๋…„ ์ด์ƒ)

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Create the original. Connect the world. ํฌ๋ž˜ํ”„ํ†ค ๊ณต์‹ ์›น์‚ฌ์ดํŠธ์ž…๋‹ˆ๋‹ค.

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ํฌ๋ž˜ํ”„ํ†ค์€ ์ฐจ๋ณ„ํ™”๋œ ํฌ๋ฆฌ์—์ดํ‹ฐ๋ธŒ๋ฅผ ๊ฐ€์ง„ ๊ธ€๋กœ๋ฒŒ ์ œ์ž‘ ์ŠคํŠœ๋””์˜ค๋“ค๊ณผ ๊ณ ์œ ํ•œ ์ฆ๊ฑฐ์›€์ด ์žˆ๋Š” ๊ฒŒ์ž„์„ ๋ฐœ๊ตดํ•˜์—ฌ ์ „ ์„ธ๊ณ„์— ํผ๋ธ”๋ฆฌ์‹ฑํ•ฉ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์ง€์†์ ์ธ ๋„์ „๊ณผ ์ƒˆ๋กœ์šด ๊ธฐ์ˆ ๋กœ ๊ฒŒ์ž„์˜ ์ฆ๊ฑฐ์›€์„ ํ˜์‹ ํ•˜๊ณ , ๋” ๋งŽ์€ ํŒฌ๋“ค์—๊ฒŒ ์‚ฌ๋ž‘๋ฐ›์„ ์ˆ˜ ์žˆ๋„๋ก ํ”Œ๋žซํผ๊ณผ ์„œ๋น„์Šค๋ฅผ ํ™•์žฅํ•ฉ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์—ด์ •๊ณผ ์˜์ง€๋ฅผ ์ง€๋‹Œ ๋™๋ฃŒ๋“ค๊ณผ ํ•จ๊ป˜ ์„ฑ์žฅํ•˜๋ฉฐ, ๊ธ€๋กœ๋ฒŒ ์‹œ์žฅ์—์„œ ์ธ์ •๋ฐ›๋Š” ๊ฒŒ์ž„์˜ ๋ช…๊ฐ€๋กœ ๋‚˜์•„๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ย  KRAFTON is dedicated to identifying and publishing games worldwide that offer a uniquely enjoyable experience, crafted by our globally recognized production studios known for their distinctive creativity. We continuously push the boundaries of gaming enjoyment by embracing new challenges and technologies, expanding our platforms and services to captivate an even larger fan base. In collaboration with our passionate and driven team, we strive to establish ourselves as a renowned creator of masterpieces in the global gaming market. ย 

๋”ฅ๋Ÿฌ๋‹ ๋ณธ๋ถ€์— ๋Œ€ํ•œ ๋” ๋งŽ์€ ๋‚ด์šฉ์€ย ํฌ๋ž˜ํ”„ํ†ค ๋”ฅ๋Ÿฌ๋‹ ๋ณธ๋ถ€ ํ™ˆํŽ˜์ด์ง€ (์•„๋ž˜ ์ด๋ฏธ์ง€ ํด๋ฆญ) ๋ฐย ํฌ๋ž˜ํ”„ํ†ค ๋”ฅ๋Ÿฌ๋‹ ๋ณธ๋ถ€ ์†Œ๊ฐœ ์˜์ƒ์„ ํ†ตํ•ด ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
(๋ฐ”๋กœ๊ฐ€๊ธฐ : KRAFTON AI)

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์šฐ๋ฆฌ ํŒ€(ํ”„๋กœ์ ํŠธ)์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.ย 

์ง€๋‚œ 2021๋…„๋ถ€ํ„ฐ ํฌ๋ž˜ํ”„ํ†ค์€ ์šฐ๋ฆฌ๊ฐ€ ๊ฐ€์ง„ ๊ฒŒ์ž„ ์ œ์ž‘์—ญ๋Ÿ‰์„ ์ƒˆ๋กญ๊ฒŒ ํ™•์žฅํ•  ์ˆ˜ ์žˆ๋Š” ์˜์—ญ์ด์ž ์ƒˆ๋กœ์šด ๋„์ „์„ ์ง€์†ํ•  ๋ถ„์•ผ๋กœ ๋”ฅ๋Ÿฌ๋‹์„ ์ œ์‹œํ•˜๊ณ  ํ•ด๋‹น ๋ถ„์•ผ ์—ฐ๊ตฌ์— ์ง‘์ค‘ํ•˜๊ณ  ์žˆ์œผ๋ฉฐ, ๋ณธ๊ฒฉํ™”๋ฅผ ์œ„ํ•˜์—ฌ ํ•ต์‹ฌ ์ธ์žฌ ์˜์ž… ๋“ฑ ์ ๊ทน์ ์ธ ํˆฌ์ž๋ฅผ ์ง„ํ–‰ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

[Deep Learning ๋ณธ๋ถ€ ๋น„์ „]

ํฌ๋ž˜ํ”„ํ†ค Deep Learning ๋ณธ๋ถ€๋Š” ์‚ฌ๋‚ด์™ธ ์—ฌ๋Ÿฌ ๋ถ„์•ผ์™€ ํ˜‘์—… ํ•˜์—ฌ ๋‹ค์–‘ํ•œ ๋ฌธ์ œ์— ๋Œ€ํ•œ AI ์†”๋ฃจ์…˜์„ ์ œ๊ณตํ•˜๋ฉฐ, ์ž์ฒด ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ์ˆ  ์—ฐ๊ตฌ๋ฅผ ํ†ตํ•ด ์šฐ๋ฆฌ๋งŒ์˜ ์„œ๋น„์Šค๋ฅผ ๊ฐœ๋ฐœํ•ฉ๋‹ˆ๋‹ค. ๊ทธ ๋ฐฉํ–ฅ์„ฑ์€ ํฌ๊ฒŒ ๋‘๊ฐ€์ง€์ž…๋‹ˆ๋‹ค.

  • ๊ฒŒ์ž„ ์ œ์ž‘์— ๋„์›€์ด ๋  ์ˆ˜ ์žˆ๋Š” ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ์ˆ  ๊ฐœ๋ฐœ์„ ํ†ตํ•œ ๊ฒŒ์ž„ ์ œ์ž‘ ํšจ์œจ์„ฑ ๋ฐ ๋ณดํŽธ์„ฑ ์ฆ๋Œ€
  • ์œ ์ €์™€ ํ•จ๊ป˜ ๊ฒŒ์ž„ ํ”Œ๋ ˆ์ด๋ฅผ ํ•  ์ˆ˜ ์žˆ๋Š” CPC ๊ฐœ๋ฐœ

[GenAI Research R&D]

Deep Learning ๋ณธ๋ถ€์—์„œ๋Š” ์œ„ ๋น„์ „์— ํ•„์š”ํ•œ Language Model, Voice Synthesis, Vision & Animation ๋“ฑ์˜ ๋”ฅ๋Ÿฌ๋‹ ๊ธฐ์ˆ ์— ํ•„์š”ํ•œ Generative AI ๋ชจ๋ธ์„ ์—ฐ๊ตฌ ๊ฐœ๋ฐœ ์ค‘์ž…๋‹ˆ๋‹ค.
ํŠนํžˆ, ์ด๋ฅผ ํšจ๊ณผ์ ์œผ๋กœ ์•„์šฐ๋ฅด๋ฉฐ ๊ฐ๊ฐ์˜ ์š”์†Œ ๊ธฐ์ˆ ๋“ค์„ ์ž์œ ๋กญ๊ฒŒ ์กฐํ•ฉํ•˜๋Š” Multimodal LLM/๋ชจ๋ธ๋ง ์—ฐ๊ตฌ๋ฅผ ์ง‘์ค‘ํ•˜์—ฌ ์ง„ํ–‰ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.ย 
์ด๋Ÿฌํ•œ ๊ธฐ์ˆ ๋“ค์„ ์‹ค์ œ ๊ฒŒ์ž„ ์ œ์ž‘ ํ™˜๊ฒฝ์— ํ†ตํ•ฉํ•˜์—ฌ, ๊ฒŒ์ž„ ์ œ์ž‘ ์—…๋ฌด ๊ฒฝํ—˜์„ ํ˜์‹ ํ•˜๊ณ  ํฌ๋ฆฌ์—์ดํ‹ฐ๋ธŒ๋ฅผ ํ™•์žฅํ•ฉ๋‹ˆ๋‹ค.

[Culture Fit]

Deep Learning ๋ณธ๋ถ€ ์ธ์›๋“ค์€ ๋‹ค์–‘ํ•œ ํ”„๋กœ์ ํŠธ๋ฅผ ํ†ตํ•˜์—ฌ ์—ฌ๋Ÿฌ ๋ถ„์•ผ์˜ ํŒ€์›๋“ค๊ณผ ๊ต๋ฅ˜ํ•˜๊ณ  ํ˜‘์—…ํ•˜๋ฉฐ ๋‹ค์–‘ํ•œ ๋ฌธ์ œ์— ์ฐฝ์˜์ ์ธ ์•„์ด๋””์–ด๋ฅผ ์ œ์‹œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ๋‚˜์ด ๋ฐ ์ง๊ธ‰์— ๊ด€๊ณ„์—†์ด ์ž์œ ๋กญ๊ฒŒ ์˜๊ฒฌ์„ ๊ฐœ์ง„ํ•˜๋Š” ๋ถ„์œ„๊ธฐ๊ฐ€ ์žฅ๋ ค๋ฉ๋‹ˆ๋‹ค.
๋‹ค์–‘ํ•œ ๋ฌธํ™”์  ๋ฐฐ๊ฒฝ์„ ๊ฐ€์ง„ ์ธ์›๋“ค์ด ๋ชจ์—ฌ ํŒ€์„ ์ด๋ฃจ๊ณ  ์žˆ์œผ๋ฉฐ ํ™œ๋ฐœํ•œ ์†Œํ†ต์„ ์œ„ํ•ด ํ†ตยท๋ฒˆ์—ญ ๋“ฑ ์–ธ์–ด์  ์žฅ๋ฒฝ์„ ํ•ด์†Œํ•  ์ˆ˜ ์žˆ๋Š” ๋ฐฉ๋ฒ•๋“ค์„ ์ ๊ทน ์ง€์›ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

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์šฐ๋ฆฌ ํŒ€๊ณผ ํ•จ๊ป˜ํ•  ๋ฏธ์…˜์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค.

[Applied DL Research - Agentic AI ํŒ€]

Agentic AI Research Team์˜ Research Scientist ๋กœ์จ ํ•˜๊ฒŒ ๋  ์ผ์€ ๋‹ค์Œ๊ณผ ๊ฐ™์Šต๋‹ˆ๋‹ค:ย 

  • ๋‹ค์–‘ํ•œ game/environment์—์„œ LLM agent framework์˜ ์„ฑ๋Šฅ ํƒ๊ตฌ ๋ฐ ํ–ฅ์ƒ์„ ์œ„ํ•œ ์‘์šฉ ์—ฐ๊ตฌย 
  • Agentic AI ๋ถ„์•ผ ์ตœ์‹  ๋”ฅ๋Ÿฌ๋‹ ๋…ผ๋ฌธ ํŒŒ์•…/๊ตฌํ˜„/์—ฐ๊ตฌย 

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์ด๋Ÿฐ ๊ฒฝํ—˜์„ ๊ฐ€์ง„ ๋ถ„๊ณผ ํ•จ๊ป˜ ์„ฑ์žฅํ•˜๊ณ  ์‹ถ์Šต๋‹ˆ๋‹ค! (ํ•„์ˆ˜์š”๊ฑด)

  • ๋”ฅ๋Ÿฌ๋‹ ๊ด€๋ จ ๋ถ„์•ผ ์ „๊ณต ์„/๋ฐ•์‚ฌ ์กธ์—… ์ด์ƒ ํ˜น์€ ์ด์— ์ค€ํ•˜๋Š” ์—ฐ๊ตฌ ๊ฒฝ๋ ฅ
  • AI/ML ํƒ‘ํ‹ฐ์–ด ํ•™ํšŒ (NeurIPS, ICLR, ICML ๋“ฑ) ๊ด€๋ จ ๋ถ„์•ผ ํƒ‘ํ‹ฐ์–ด ์ €๋„ ๋…ผ๋ฌธ ์ž‘์„ฑ์„ ๊ฒฝํ—˜ํ•˜์‹  ๋ถ„
  • ์—ฐ๊ตฌ๋ฅผ ์ฃผ๋„ํ•  ์ˆ˜ ์žˆ์œผ๋ฉฐ ๋”ฅ๋Ÿฌ๋‹ ๊ด€๋ จ ๋…ผ๋ฌธ์„ ํ†ตํ•ด ๋น ๋ฅด๊ฒŒ ์ดํ•ดํ•˜๊ณ  ์‹คํ—˜ ์„ค๊ณ„ํ•  ์ˆ˜ ์žˆ๋Š” ๋Šฅ๋ ฅ
  • Transformer, Diffusion ๋“ฑ ์ตœ์‹  ๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ๊ด€๋ จ ๊ฐœ๋ฐœ ํ˜น์€ ํ”„๋กœ์ ํŠธ ๊ฒฝํ—˜
  • ์ƒˆ๋กœ์šด domain์— ๋น ๋ฅด๊ฒŒ ์ ์‘ํ•  ์ˆ˜ ์žˆ๋Š” ๋ถ„
  • ์›ํ™œํ•œ ์—…๋ฌด ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ๋Šฅ๋ ฅ
  • ํ•ด์™ธ ์ถœ์žฅ์— ๊ฒฐ๊ฒฉ ์‚ฌ์œ ๊ฐ€ ์—†๋Š” ๋ถ„

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์ด๋Ÿฐ ๊ฒฝํ—˜๋“ค์ด ์žˆ๋‹ค๋ฉด ์ €ํฌ๊ฐ€ ์ฐพ๋Š” ๊ทธ ๋ถ„์ž…๋‹ˆ๋‹ค! (์šฐ๋Œ€์š”๊ฑด)

  • Multi-modal LLM, Agentic AI ๊ด€๋ จํ•œ ํƒ์›”ํ•œ ์—ฐ๊ตฌ ์„ฑ๊ณผ๊ฐ€ ์žˆ์œผ์‹  ๋ถ„ย 

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ํฌ๋ž˜ํ”„ํ†ค์˜ ๋„์ „์— ํ•จ๊ป˜ ํ•˜๊ธฐ ์œ„ํ•ด ์•„๋ž˜์˜ ์ „ํ˜• ๊ณผ์ •์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

  • ์„œ๋ฅ˜ ์ „ํ˜• > *๊ณผ์ œ ์ „ํ˜•(Pre-test) > ์‹ค๋ฌด ๋ฉด์ ‘ (Technical Fit Interview) > ์ตœ์ข… ๋ฉด์ ‘ (Culture Fit Interview) > ํ•ฉ๊ฒฉ ๋ฐ ์ž…์‚ฌ
  • *ํ•ด๋‹น ์ ˆ์ฐจ๋Š” ๊ฐ ํฌ์ง€์…˜ ๋ฐ ํ›„๋ณด์ž์— ๋”ฐ๋ผ ๋ณ€๋™์ด ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์ƒ์‹œ ์ฑ„์šฉ์œผ๋กœ ์ฑ„์šฉ ์™„๋ฃŒ ์‹œ ์กฐ๊ธฐ ๋งˆ๊ฐ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ํ•„์š” ์‹œ, ์ธํ„ฐ๋ทฐ ๋ฐ ์ง๋ฌด ํ…Œ์ŠคํŠธ๊ฐ€ ์ถ”๊ฐ€๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์ „ํ˜• ์ผ์ • ๋ฐ ํ•ฉ/๋ถˆ ๊ฒฐ๊ณผ๋Š” ์ง€์›์„œ์— ๋“ฑ๋กํ•˜์‹  ์ด๋ฉ”์ผ ๋˜๋Š” ์œ ์„ ์œผ๋กœ ๊ฐœ๋ณ„ ์•ˆ๋‚ด ๋“œ๋ฆฝ๋‹ˆ๋‹ค.

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ํ•„์š” ์„œ๋ฅ˜๋ฅผ ํ™•์ธํ•ด์ฃผ์„ธ์š”!

  • ์ž…์‚ฌ์ง€์›์„œ (์ž์œ  ์–‘์‹), ์ž๊ธฐ์†Œ๊ฐœ์„œ(ํ•„์ˆ˜), ์„ฑ์ ์ฆ๋ช…์„œ(ํ•„์ˆ˜), ํฌํŠธํด๋ฆฌ์˜ค(์„ ํƒ)
  • ์‹ ์ž…์ผ ๊ฒฝ์šฐ ์ž๊ธฐ์†Œ๊ฐœ์„œ๋ฅผ, ๊ฒฝ๋ ฅ์ผ ๊ฒฝ์šฐ ๊ฒฝ๋ ฅ๊ธฐ์ˆ ์„œ๋ฅผ ์ค‘์‹ฌ์œผ๋กœ ๊ธฐ์ˆ ํ•ด ์ฃผ์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.
  • ํฌํŠธํด๋ฆฌ์˜ค ์ฒจ๋ถ€ ์‹œ, ํ•˜๋‹จ ์•ˆ๋‚ด ์‚ฌํ•ญ์„ ํ™•์ธํ•ด ์ฃผ์‹œ๊ธฐ ๋ฐ”๋ž๋‹ˆ๋‹ค.ย 

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๊ทผ๋ฌด์ง€

  • ์—ญ์‚ผ ์„ผํ„ฐํ•„๋“œ West ํƒ€์›Œ

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๊ณ ์šฉํ˜•ํƒœย 

  • ์ •๊ทœ์ง

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์•„๋ž˜ ์•ˆ๋‚ด ์‚ฌํ•ญ์„ ํ™•์ธํ•ด์ฃผ์„ธ์š”!

  • ์žฅ์• ์ธ ๋ฐ ๊ตญ๊ฐ€ ์œ ๊ณต์ž ๋“ฑ ์ทจ์—… ๋ณดํ˜ธ ๋Œ€์ƒ์ž๋Š” ๊ด€๊ณ„ ๋ฒ•๋ น์— ๋”ฐ๋ผ ์šฐ๋Œ€ํ•ฉ๋‹ˆ๋‹ค.
  • ์ง€์›์„œ ๋‚ด์šฉ ์ค‘ ํ—ˆ์œ„์‚ฌ์‹ค์ด ์žˆ๋Š” ๊ฒฝ์šฐ์—๋Š” ํ•ฉ๊ฒฉ์ด ์ทจ์†Œ๋  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.
  • ์ฑ„์šฉ ์ „ํ˜• ์ค‘ ๊ถ๊ธˆํ•˜์‹  ์‚ฌํ•ญ์€ ํฌ๋ž˜ํ”„ํ†ค ์ฑ„์šฉ FAQ ๋‚ด์—์„œ ํ™•์ธํ•˜์‹ค ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

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BE BOLD, LEARN AND WIN! ํฌ๋ž˜ํ”„ํ†ค์˜ ์„ฑ์žฅ๊ณผ ๋„์ „์˜ ์Šคํ† ๋ฆฌ๋ฅผ ์•Œ์•„๊ฐ€๊ณ  ์‹ถ๋‹ค๋ฉด?ย 

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  • Those eligible for an affirmative action program such as individuals with disabilities or with distinguished service to the state will be given hiring preference according to relevant laws
  • False statements in your resume may lead to the withdrawal of the employment offer
  • Please contact career@krafton.com for other inquiries

BE BOLD, LEARN AND WIN! Would you like to explore KRAFTONโ€™s growth and adventure stories?

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index ๐Ÿ’ฐ

Tags: Deep Learning Generative AI ICLR ICML LLMs Machine Learning NeurIPS R R&D Research

Perks/benefits: Career development

Region: Asia/Pacific
Country: South Korea

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