๐Ÿ› ๏ธ

Senior ML Engineer

What we're looking for

๋ฐ”์ด์˜จ์‚ฌ์ดํŠธ๋Š” ์‹ ์•ฝ๊ฐœ๋ฐœ์„ ์œ„ํ•œ AI๊ธฐ์ˆ ์„ ์œ„ํ•ด ๋‹ค์–‘ํ•œ ๋ถ„์•ผ์˜ ์ „๋ฌธ๊ฐ€๋“ค๊ณผ ํ•จ๊ป˜ ๊ทธ ๊ฒฝ๊ณ„๋ฅผ ๋„“ํ˜€ ๋‚˜๊ฐˆ ์ˆ˜ ์žˆ๋Š” ๋ถ„, ๊ทธ๋ฆฌ๊ณ  ๊ฒฌ๊ณ ํ•œ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ ๊ฒฝํ—˜์„ ํ† ๋Œ€๋กœ ํ”„๋กœ์ ํŠธ ์ง„ํ–‰์— ๊ฐ•๋ ฅํ•œ ์ถ”์ง„๋ ฅ์ด ๋˜์–ด ์ฃผ์‹ค ๋ถ„์„ ์ฐพ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

Responsibilities

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AI/ML ๋ชจ๋ธ๊ฐœ๋ฐœ ๋ฐ ์ตœ์ ํ™”
โ—ฆ
๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ์„ค๊ณ„ ๋ฐ ์ตœ์ ํ™”
โ—ฆ
์•ฝ๋ฌผ-ํƒ€๊ฒŸ(DTI) ์ƒํ˜ธ์ž‘์šฉ ์˜ˆ์ธก ๋ชจ๋ธ ๊ณ ๋„ํ™”
โ—ฆ
์งˆ๋Ÿ‰๋ถ„์„ ๋ฐ์ดํ„ฐ ๋ฐ ๋‹จ๋ฐฑ์งˆ ๊ตฌ์กฐ ์˜ˆ์ธก ์—ฐ๊ตฌ
โ—ฆ
ํ‘œ์  ๋‹จ๋ฐฑ์งˆ์— ๋Œ€ํ•œ ํ™”ํ•ฉ๋ฌผ์˜ ํŠน์„ฑ ์ตœ์ ํ™” ๋ฐ ๋””์ž์ธ
โ—ฆ
ADMET ๋ฐ ์•ฝ๋ฆฌํ•™์  ์˜ˆ์ธก ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ์ˆ˜์ง‘
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Engineering ๊ฐ€์ด๋“œ๋ผ์ธ ์ œ์‹œ
โ—ฆ
๋ฐ์ดํ„ฐ ๋ฌด๊ฒฐ์„ฑ ๋ฐ ML/AI ๊ฐ€์ด๋“œ๋ผ์ธ ์ˆ˜๋ฆฝ (์œ ๋‹›ํ…Œ์ŠคํŠธ, ์ฝ”๋“œ๋ฆฌ๋ทฐ ์™ธ)
โ—ฆ
Agile ๋ฐฉ๋ฒ•๋ก  ํ™œ์šฉ

Qualifications

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Python, Tensorflow, PyTorch ๋“ฑ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๋ฐ ๋”ฅ๋Ÿฌ๋‹ ํ”„๋ ˆ์ž„์›Œํฌ ๊ฒฝํ—˜ ํ•„์ˆ˜
โ€ข
์ปดํ“จํ„ฐ ๊ณผํ•™, ํ†ต๊ณ„, ๊ณ„์‚ฐ๊ณผํ•™ ๊ด€๋ จ ํ•™์œ„ ๋ฐ 10๋…„ ์ด์ƒ์˜ ML ๊ด€๋ จ ๊ฒฝํ—˜
โ€ข
์•ฝ๋ฌผ ๊ฐœ๋ฐœ ๋ฐ ๋ฐ์ดํ„ฐ ๊ณผํ•™์— ๋Œ€ํ•œ ์ดํ•ด

Preferred Qualifications

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ํ”„๋กœ๊ทธ๋ž˜๋ฐ ํ˜น์€ Data science ๊ด€๋ จ competition ์ž…์ƒ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹ ๋ถ„
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AWS, Azure, GCP๋“ฑ Cloud๊ธฐ๋ฐ˜ ํ™˜๊ฒฝ์—์„œ ๊ฐœ๋ฐœ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹ ๋ถ„
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์‹ ์•ฝ๊ฐœ๋ฐœ ๊ฒฝํ—˜ ํ˜น์€ Bio ๋ฐ์ดํ„ฐ๋ฅผ ๋‹ค๋ฃจ์–ด ๋ณด์‹ ๋ถ„
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NLP, Computer Vision ๊ฒฝํ—˜์ด ์žˆ์œผ์‹ ๋ถ„
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HPC (High Performance Computing) ๊ฒฝํ—˜์ด ์žˆ์œผ์‹ ๋ถ„

์ฑ„์šฉ์ ˆ์ฐจ

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์„œ๋ฅ˜์ „ํ˜•(์ด๋ ฅ์„œ, ํฌํŠธํด๋ฆฌ์˜ค) โ†’ ์ „ํ™”์ธํ„ฐ๋ทฐ โ†’ ์˜จ๋ผ์ธ๊ณผ์ œ โ†’ ๊ธฐ์ˆ ์ธํ„ฐ๋ทฐ โ†’ ์˜จ์‚ฌ์ดํŠธ ์ธํ„ฐ๋ทฐ โ†’ ์ตœ์ข…ํ•ฉ๊ฒฉ