๐Ÿ› ๏ธ

MLOps Engineer

Responsibilities

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์•ˆ์ •์ ์ด๊ณ  ํ™•์žฅ์„ฑ์žˆ๋Š” Cloud/on-premise Infrastructure ๊ตฌ์ถ•
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ML๊ณผ ๋ฐ์ดํ„ฐ๋ถ„์„ Workflow ๋ฐ Pipeline ๊ตฌํ˜„
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๋Œ€์šฉ๋Ÿ‰ ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ ๋ฐ ์ž๋™ํ™”
โ—ฆ
๋Œ€์šฉ๋Ÿ‰ BioInformatics ๋ฐ์ดํ„ฐ ์ฒ˜๋ฆฌ
โ—ฆ
๊ด€๋ฆฌ ์ž๋™ํ™”
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CI/CD ๊ตฌ์ถ• ๋ฐ ๊ฐœ๋ฐœํ™˜๊ฒฝ ๊ฐœ์„ 

Qualifications

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MLOps, Infrastructure ๊ฒฝ๋ ฅ
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Terraform, Ansible๋“ฑ ์ธํ”„๋ผ๊ด€๋ จ ํˆด ๊ฒฝํ—˜์„ ๊ฐ€์ง€์‹  ๋ถ„
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ํ”„๋กœ๊ทธ๋ž˜๋ฐ ์–ธ์–ด์— ๋Œ€ํ•œ ๋†’์€ ์ดํ•ด๋„๋ฅผ ๊ฐ€์ง€์‹  ๋ถ„

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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Nextflow, Argo ๊ฒฝํ—˜์ด ์žˆ์œผ์‹  ๋ถ„
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MLOps, Infrastructure ๊ฒฝ๋ ฅ 3๋…„ ์ด์ƒ
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์™ธ๊ตญ์–ด ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ (์˜์–ด ๋“ฑ)

์ฑ„์šฉ์ ˆ์ฐจ

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