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Seoul, South Korea (Hybrid)

Data Scientist

4 Months ago โ€ข All levels

Job Summary

Job Description

3 skills required

Job Details

[AI Lab ์†Œ๊ฐœ]

ํ•˜์ดํผ์ปค๋„ฅํŠธ AI Lab์€ ์‚ฌ๋žŒ๊ณผ ์‚ฌ๋žŒ ์‚ฌ์ด๋ฅผ ์—ฐ๊ฒฐํ•˜๋Š” ์„œ๋น„์Šค์—์„œ ๊ธฐ์กด์˜ ๊ธฐ์ˆ ๋กœ๋Š” ์ ‘๊ทผํ•˜๊ธฐ ์–ด๋ ต์ง€๋งŒ ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ์ˆ ์„ ํ†ตํ•ด ํ’€ ์ˆ˜ ์žˆ๋Š” ๋ฌธ์ œ๋“ค์„ ์ฐพ์•„๋‚ด๊ณ  ํ•ด๊ฒฐํ•˜์—ฌ ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ํ˜์‹ ํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฅผ ์œ„ํ•ด ์˜์ƒ/์Œ์„ฑ/์ž์—ฐ์–ด/์ถ”์ฒœ ๋“ฑ์„ ํฌํ•จํ•˜์—ฌ ๋‹ค์–‘ํ•œ ๋„๋ฉ”์ธ์˜ ์ˆ˜๋งŽ์€ ๋ชจ๋ธ์„ ๊ฐœ๋ฐœํ•˜๊ณ , ๋ชจ๋ฐ”์ผ ๋ฐ ํด๋ผ์šฐ๋“œ ์„œ๋ฒ„๋ฅผ ํ†ตํ•ด ์•ˆ์ •์ ์œผ๋กœ ์ œ๊ณตํ•˜๋ฉด์„œ ๋งˆ์ฃผํ•˜๋Š” ๋ฌธ์ œ๋“ค์„ ํ•ด๊ฒฐํ•˜์—ฌ AI Lab์ด ๋งŒ๋“ค์–ด ๋‚ด๋Š” ๊ธฐ์ˆ ์ด ์‹ค์ œ ์„œ๋น„์Šค์˜ ์„ฑ์žฅ์— ๊ธฐ์—ฌํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•ฉ๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋ชฉํ‘œ ์•„๋ž˜ ํ•˜์ดํผ์ปค๋„ฅํŠธ AI Lab์€ ์•„์ž๋ฅด๋ฅผ ํฌํ•จํ•œ ํ•˜์ดํผ์ปค๋„ฅํŠธ์˜ ์ œํ’ˆ์— ๊ธฐ์—ฌํ•˜๋Š” ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ์ˆ ๋“ค์„ ์ˆ˜๋…„๊ฐ„ ๋ฐœ์ „์‹œ์ผœ๋‚˜๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.


[Data Science Unit ์†Œ๊ฐœ]

AI Lab ์†Œ์†์˜ Data Science Unit์€ ๋ฐ์ดํ„ฐ์— ๊ธฐ๋ฐ˜ํ•œ ์ƒˆ๋กœ์šด ๊ธฐํšŒ๋ฅผ ๋ฐœ๊ตดํ•˜์—ฌ ํ•˜์ดํผ์ปค๋„ฅํŠธ ์„œ๋น„์Šค์˜ ์„ฑ์žฅ์„ ๋„๋ชจํ•˜๋Š” ๊ฒƒ์„ ๋ชฉํ‘œ๋กœ ํ•ฉ๋‹ˆ๋‹ค. ๋‹ค์–‘ํ•œ ๋„๋ฉ”์ธ์—์„œ ์ถ•์ ๋œ ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•˜๊ณ , ๋จธ์‹ ๋Ÿฌ๋‹ ๊ธฐ์ˆ ์„ ๊ฒฐํ•ฉํ•ด ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ๊ฐœ์„ ํ•˜๋ฉฐ ์ œํ’ˆ์˜ KPI ํ–ฅ์ƒ์— ๊ธฐ์—ฌํ•ด ์ง์ ‘์ ์ธ ๋น„์ฆˆ๋‹ˆ์Šค ์ž„ํŒฉํŠธ๋ฅผ ๋ƒ…๋‹ˆ๋‹ค. ๋˜ํ•œ, ๋ฐ์ดํ„ฐ ๋ถ„์„์„ ํ†ตํ•ด ๋„์ถœํ•œ ์ธ์‚ฌ์ดํŠธ๋ฅผ ์ „์‚ฌ์— ์ œ๊ณตํ•˜์—ฌ ๊ฐ ์กฐ์ง์ด ๋ชฉํ‘œ์— ๋งž๊ฒŒ ์ •๋ ฌ๋  ์ˆ˜ ์žˆ๋„๋ก ์ง€์›ํ•˜๋ฉฐ, ๋‹ค์–‘ํ•œ ๋ถ€์„œ์™€์˜ ํ˜‘์—…์„ ํ†ตํ•ด ๋ถ„์„ ๊ฒฐ๊ณผ๋ฅผ ์‹ค์งˆ์ ์ธ ์•ก์…˜์œผ๋กœ ์ „ํ™˜ํ•ฉ๋‹ˆ๋‹ค.

Responsibilities

    • ๋ฐ์ดํ„ฐ์— ๊ธฐ๋ฐ˜ํ•ด ์ƒˆ๋กœ์šด ์ด๋‹ˆ์…”ํ‹ฐ๋ธŒ๋ฅผ ๋ฐœ๊ตดํ•ด๋‚ด๊ณ  ์„œ๋น„์Šค์˜ KPI๋ฅผ ์˜ฌ๋ฆฌ๋Š” ๋ฐ ์˜ค๋„ˆ์‰ฝ์„ ๊ฐ€์ง€๊ณ  ๊ธฐ์—ฌํ•ฉ๋‹ˆ๋‹ค.
    • ๋ฐ์ดํ„ฐ๋ฅผ ๋ถ„์„ํ•˜๋ฉด์„œ ์–ป์€ ํ†ต์ฐฐ์„ ์ „์‚ฌ ์กฐ์ง์— ์ „ํŒŒํ•จ์œผ๋กœ์จ ์กฐ์ง์›๋“ค์ด ๋ชฉํ‘œ์— ์ •๋ ฌ๋˜๋„๋ก ๋•์Šต๋‹ˆ๋‹ค.
    • ์‹œ์Šคํ…œ ๋ฌธ์ œ๋ฅผ ๋ฐ์ดํ„ฐ๋ฅผ ํ†ตํ•ด ์ง„๋‹จํ•˜๊ณ  ํ•ด๊ฒฐ์ฑ…์„ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค.
    • ๋ฐ์ดํ„ฐ ๋ถ„์„์˜ ๊ฒฐ๊ณผ๋ฌผ์„ ์‹œ๊ฐํ™”(๋Œ€์‹œ๋ณด๋“œ ์ œ์ž‘, ํ”„๋ ˆ์  ํ…Œ์ด์…˜ ๋“ฑ)ํ•˜๋Š” ๋“ฑ ์ดํ•ด๊ด€๊ณ„์ž๋“ค๊ณผ์˜ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜์„ ์ฃผ๋„ํ•ฉ๋‹ˆ๋‹ค.
    • ํ•˜์ดํผ์ปค๋„ฅํŠธ ์„œ๋น„์Šค ๋‚ด AI ๊ธฐ๋ฐ˜ ์‹œ์Šคํ…œ์— ๋Œ€ํ•œ ์‹คํ—˜ ์„ค๊ณ„ ๋ฐ ๋ถ„์„์„ ์ˆ˜ํ–‰ํ•ฉ๋‹ˆ๋‹ค.

Required Qualifications

    • ๋ฐ์ดํ„ฐ ๋ถ„์„, ๋ฐ์ดํ„ฐ ๊ณผํ•™, ๋จธ์‹ ๋Ÿฌ๋‹ ์—”์ง€๋‹ˆ์–ด ๋“ฑ ๊ด€๋ จ ์ง๊ตฐ์—์„œ์˜ ์ตœ์†Œ 3๋…„ ์ด์ƒ์˜ ์—…๋ฌด ๊ฒฝํ—˜์„ ๊ฐ€์ง€์‹  ๋ถ„
    • ๋Œ€๊ทœ๋ชจ ํŠธ๋ž˜ํ”ฝ์ด ์žˆ๋Š” ์„œ๋น„์Šค ๋‚ด์—์„œ ๋ฐ์ดํ„ฐ์— ๊ธฐ๋ฐ˜ํ•ด ๊ฐ€์„ค์„ ์ˆ˜๋ฆฝํ•˜๊ณ  ๊ฒ€์ฆ๊นŒ์ง€์˜ ๋‹จ๊ณ„๋ฅผ ์ˆ˜ํ–‰ํ•ด ๋ณธ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹  ๋ถ„
    • SQL, Python ๋“ฑ์˜ ์–ธ์–ด๋ฅผ ํ†ตํ•ด ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋ฐ ๋ชจ๋ธ๋ง์„ ์›ํ™œํ•˜๊ฒŒ ์ˆ˜ํ–‰ํ•˜์‹ค ์ˆ˜ ์žˆ๋Š” ๋ถ„
    • ํ†ต๊ณ„์  ๊ฐ€์„ค ๊ฒ€์ • ๋ฐ ์ถ”์ •์„ ํฌํ•จํ•ด ๋ฒ ์ด์ง€์•ˆ, ์ธ๊ณผ๊ด€๊ณ„, ์š”์ธ๋ถ„์„, ์‹œ๊ณ„์—ด ๋ฐ์ดํ„ฐ ๋ถ„์„ ๋“ฑ ํ†ต๊ณ„ ๊ด€๋ จ ์ด๋ก ์  ์ง€์‹์„ ์ถฉ๋ถ„ํžˆ ๊ฐ–์ถ”์‹  ๋ถ„
    • AI ๋ฐ ๋จธ์‹ ๋Ÿฌ๋‹์˜ ์ฃผ์š” ๊ฐœ๋…์„ ์ดํ•ดํ•˜๋ฉฐ ๋จธ์‹ ๋Ÿฌ๋‹ ๋ชจ๋ธ์„ ๋ธ”๋ž™๋ฐ•์Šค๋กœ ๋‘๊ณ  ์‚ฌ๊ณ ํ•˜์‹ค ์ˆ˜ ์žˆ๋Š” ๋ถ„
    • ์ž๋ฃŒ๊ตฌ์กฐ, ์•Œ๊ณ ๋ฆฌ์ฆ˜, ๋„คํŠธ์›Œํฌ ๋“ฑ ์ปดํ“จํ„ฐ ๊ณตํ•™์— ๋Œ€ํ•œ ๊ธฐ์ดˆ์ ์ธ ์ง€์‹์„ ๊ฐ–์ถ”์‹  ๋ถ„
    • ๋ชจํ˜ธํ•œ ์š”๊ตฌ์‚ฌํ•ญ์„ ๋ถ„์„ํ•˜์—ฌ ๋ช…ํ™•ํ•œ ๋ฌธ์ œ ์ •์˜์™€ ํ•ด๊ฒฐ์ฑ…์„ ๋„์ถœํ•  ์ˆ˜ ์žˆ๋Š” ๋ถ„
    • Randomized controlled test๊ฐ€ ์•„๋‹Œ observation study์—์„œ ์ธ๊ณผ ๊ด€๊ณ„ ๋ถ„์„ ๋ฐ ๊ธฐํƒ€ ํ†ต๊ณ„ ๊ธฐ๋ฒ•์„ ์‚ฌ์šฉํ•˜์—ฌ ๋ฐ์ดํ„ฐ์—์„œ ์˜๋ฏธ ์žˆ๋Š” ํ†ต์ฐฐ์„ ๋ฐœ๊ตดํ•˜๊ณ  ์˜์‚ฌ ๊ฒฐ์ •์— ํ™œ์šฉํ•˜์‹ค ์ˆ˜ ์žˆ๋Š” ๋ถ„
    • ๋ฐ์ดํ„ฐ ๋ถ„์„์˜ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ์ดํ„ฐ ์ „๋ฌธ๊ฐ€๊ฐ€ ์•„๋‹Œ ์œ ๊ด€ ๋ถ€์„œ์˜ ์‚ฌ๋žŒ๋“ค์—๊ฒŒ ํšจ๊ณผ์ ์œผ๋กœ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ํ•  ์ˆ˜ ์žˆ๋Š” ๋ถ„
    • ํ•™์œ„๋‚˜ ๊ตญ์ ์€ ๋ฌด๊ด€ํ•˜๋˜ ํ•œ๊ตญ์–ด๋กœ ์›ํ™œํ•œ ์˜์‚ฌ์†Œํ†ต์ด ๊ฐ€๋Šฅํ•œ ๋ถ„
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