Principal Full-Stack Engineer

Verticalbar โ€” South Korea ยท Posted ~2 hours ago

Lead Onsite

Skills

full-stack engineering ERP systems process analytics software engineering SaaS AI/LLM technologies ERP AI LLMs Oracle SAP Salesforce

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Summary โœจ AIโ€‘Generated

A principal-level full-stack engineering role focused on creating an AI-powered enterprise platform for analyzing operational processes and safely implementing improvements. You will work across scalable SaaS architecture, enterprise systems, data analysis, automation, and intelligent software workflows.

Highlights

Principal-level engineering opportunity focused on building AI-driven enterprise software, diagnosing complex operational problems, and enabling automated optimization. The role offers broad technical ownership across scalable SaaS architecture and intelligent workflow solutions.

Description

Principal Engineer โ€” Vertical Bar Vertical Bar๋Š” ๋ฏธ๊ตญ ์‹œ์žฅ์„ ํƒ€๊ฒŸํ•˜๋Š” ERP ์šด์˜ ์ธํ…”๋ฆฌ์ „์Šค ํ”Œ๋žซํผ์ž…๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ๋‘ ๊ฐœ์˜ ์—”์ง„์„ ํ•˜๋‚˜์˜ ๊ฐœ์„  ๋ฃจํ”„๋กœ ์šด์˜ํ•ฉ๋‹ˆ๋‹ค. Process Analytics โ€” ์ˆ˜์ž‘์—… ์ธํ„ฐ๋ทฐ ์—†์ด ERP ๋ฐ์ดํ„ฐ๋ฅผ ์ž๋™ ๋ถ„์„ํ•ด ๋ณ‘๋ชฉ ๊ตฌ๊ฐ„, ๋ฐ˜๋ณต์ž‘์—…, ์ž๋™ํ™” ๊ธฐํšŒ๋ฅผ ์‹ค์‹œ๊ฐ„์œผ๋กœ ์‹œ๊ฐํ™”ํ•ฉ๋‹ˆ๋‹ค. ๊ธฐ์กด ์ปจ์„คํŒ… ์ค‘์‹ฌ์˜ ํ”„๋กœ์„ธ์Šค ์ง„๋‹จ์„ ๋Œ€์ฒดํ•ฉ๋‹ˆ๋‹ค.CrossCheck โ€” ๊ทธ ๋ณ‘๋ชฉ์ด ERP ๋‚ด๋ถ€์—์„œ ์™œ ๋ฐœ์ƒํ•˜๋Š”์ง€๋ฅผ ์Šคํฌ๋ฆฝํŠธยท์›Œํฌํ”Œ๋กœ์šฐยท์„ค์ • ์ˆ˜์ค€๊นŒ์ง€ ์ถ”์ ํ•˜๊ณ , ๋ณ€๊ฒฝ์˜ ์˜ํ–ฅ ๋ฒ”์œ„๋ฅผ ๊ณ„์‚ฐํ•ด ์•ˆ์ „ํ•˜๊ฒŒ ๋ฐฐํฌ๊นŒ์ง€ ๊ฒ€์ฆํ•ฉ๋‹ˆ๋‹ค.Process Analytics๊ฐ€ "์–ด๋””์„œ ํšจ์œจ์ด ์ƒˆ๋Š”๊ฐ€"๋ฅผ ์ฐพ๊ณ , CrossCheck๊ฐ€ "์™œ ๊ทธ๋Ÿฐ๊ฐ€, ์–ด๋–ป๊ฒŒ ๊ณ ์น˜๋Š”๊ฐ€"๋ฅผ ์ฑ…์ž„์ง‘๋‹ˆ๋‹ค. ์ง„๋‹จ์—์„œ ์‹คํ–‰๊นŒ์ง€ ํ•˜๋‚˜๋กœ ์ด์–ด์ง€๋Š” ์ด ๊ตฌ์กฐ๊ฐ€ ์šฐ๋ฆฌ์˜ ์ œํ’ˆ์ด๋ฉฐ, ํŒŒํŠธ๋„ˆ์‚ฌ์™€ ํ•จ๊ป˜ ํ™•์žฅ ๊ฐ€๋Šฅํ•œ ์šด์˜ ์ตœ์ ํ™” SaaS๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค. [์šฐ๋ฆฌ๊ฐ€ ํ•ด๊ฒฐํ•˜๋Š” ๋ฌธ์ œ] ํ˜„๋Œ€ ๊ธฐ์—…๋“ค์€ 25๋…„ ์ด์ƒ ๋œ ERP ์‹œ์Šคํ…œ ์œ„์—์„œ ์šด์˜๋˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ด๋Ÿฌํ•œ ๋ ˆ๊ฑฐ์‹œ ์‹œ์Šคํ…œ์€ ๋ฐ์ดํ„ฐ๋ฅผ ์ €์žฅํ•˜๋Š” '๊ธฐ๋ก ์‹œ์Šคํ…œ'์œผ๋กœ๋Š” ์œ ์šฉํ•˜์ง€๋งŒ, ๋ฐ์ดํ„ฐ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์ง€๋Šฅ์ ์ธ ์˜์‚ฌ๊ฒฐ์ •์„ ๋‚ด๋ฆฌ๋Š” 'ํ–‰๋™ ์‹œ์Šคํ…œ'์œผ๋กœ๋Š” ํ•œ๊ณ„๊ฐ€ ๋ช…ํ™•ํ•ฉ๋‹ˆ๋‹ค. ๋ฐ์ดํ„ฐ๋Š” ์—ฌ๊ธฐ์ €๊ธฐ ํฉ์–ด์ ธ ์žˆ๊ณ , ๊ธฐ์—… ์šด์˜์˜ ๋น„ํšจ์œจ์„ฑ์€ ์‹œ์Šคํ…œ ๊นŠ์ˆ™ํ•œ ๊ณณ์— ์ˆจ์–ด ์žˆ์–ด ์ฐพ์•„๋‚ด๊ธฐ์กฐ์ฐจ ์–ด๋ ต์Šต๋‹ˆ๋‹ค. ๋ฌธ์ œ๋ฅผ ์ฐพ์•„๋‚ธ ๋‹ค์Œ๋„ ๋งˆ์ฐฌ๊ฐ€์ง€์ž…๋‹ˆ๋‹ค. ์ˆ˜๋…„๊ฐ„ ์Œ“์ธ ์ปค์Šคํ„ฐ๋งˆ์ด์ง• ์œ„์—์„œ ๋ฌด์—‡์ด ๋ฌด์—‡์„ ๊ฑด๋“œ๋ฆฌ๋Š”์ง€ ์•„๋Š” ์‚ฌ๋žŒ์€ ํšŒ์‚ฌ์— ํ•œ๋‘ ๋ช…๋ฟ์ด๊ณ , ๊ทธ๋ž˜์„œ ๊ฐœ์„ ์€ ๋Š˜ ๋ฏธ๋ค„์ง€๊ฑฐ๋‚˜ ์‚ฌ๊ณ ๋กœ ๋๋‚ฉ๋‹ˆ๋‹ค. Vertical Bar๋Š” ์ด ๋‘ ๋‹จ๊ณ„ โ€” ์ง„๋‹จ๊ณผ ์‹คํ–‰ โ€” ์„ ๋ชจ๋‘ ํ•ด๊ฒฐํ•˜๊ธฐ ์œ„ํ•ด ํƒ„์ƒํ–ˆ์Šต๋‹ˆ๋‹ค. [์šฐ๋ฆฌ์˜ ๋น„์ „๊ณผ ํ•ต์‹ฌ ๊ธฐ์ˆ ] Vertical Bar์˜ ๋น„์ „์€ ๊ธฐ์—…์ด ์Šค์Šค๋กœ ๋ฌธ์ œ๋ฅผ ์ง„๋‹จํ•˜๊ณ  ์ตœ์ ํ™”ํ•˜๋Š” '์ž์œจ ์šด์˜ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ'๋ฅผ ๋งŒ๋“œ๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. ์šฐ๋ฆฌ์˜ ํ•ต์‹ฌ ๊ธฐ์ˆ ์€ ํŠน์ • ์‚ฐ์—…์— ํŠนํ™”๋œ '๋Œ€๊ทœ๋ชจ ํ”„๋กœ์„ธ์Šค ๋ชจ๋ธ(Large Process Models, LPMs)'์ž…๋‹ˆ๋‹ค. Oracle, SAP, Salesforce, NetSuite ๊ฐ™์€ ์‹œ์Šคํ…œ์—์„œ ๊ณ ์œ ํ•œ ์šด์˜ ๋ฐ์ดํ„ฐ๋ฅผ ์ˆ˜์ง‘ํ•˜๊ณ , ์ด๋ฅผ ํ•™์Šตํ•ด ๋ณต์žกํ•œ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์‹œ๊ฐํ™”ํ•˜๋ฉฐ, ์ˆจ๊ฒจ์ง„ ๋ณ‘๋ชฉ ์ง€์ ์„ ์ฐพ์•„๋‚ด๊ณ , AI ๊ธฐ๋ฐ˜ ํ•ด๊ฒฐ์ฑ…์„ ์ œ์‹œํ•ฉ๋‹ˆ๋‹ค. ์—ฌ๊ธฐ์— CrossCheck๊ฐ€ ๋”ํ•ด์ ธ, ์ œ์‹œ๋œ ํ•ด๊ฒฐ์ฑ…์„ ์‹ค์ œ ERP ํ™˜๊ฒฝ์—์„œ ์•ˆ์ „ํ•˜๊ฒŒ ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค. ์ด๋Š” ํŠน์ • ์‚ฐ์—…(Vertical)์˜ ๋ฌธ์ œ๋ฅผ ๊นŠ์ด ํŒŒ๊ณ ๋“ค์–ด ๋…์ ์ ์ธ ๋ฐ์ดํ„ฐ๋กœ ๊ฐ•๋ ฅํ•œ ๊ฒฝ์Ÿ ์šฐ์œ„๋ฅผ ๊ตฌ์ถ•ํ•˜๋Š” '๋ฒ„ํ‹ฐ์ปฌ AI' ์ „๋žต์˜ ํ•ต์‹ฌ์ž…๋‹ˆ๋‹ค. [๊ธฐ์ˆ  ์Šคํƒ] Process Analytics โ€” Python ๊ธฐ๋ฐ˜ ๋ฐ์ดํ„ฐ ํŒŒ์ดํ”„๋ผ์ธยท๋ฐฐ์น˜ยท๋ถ„์„ ์—์ด์ „ํŠธ, PostgreSQL, Next.js/React, D3ยทRechartsยทReact Flow ๊ธฐ๋ฐ˜ ํ”„๋กœ์„ธ์Šค ๊ทธ๋ž˜ํ”„ ์‹œ๊ฐํ™”, AWSCrossCheck โ€” TypeScript ๋ชจ๋…ธ๋ ˆํฌ(pnpmยทTurborepo), Hono API, Next.js ๋Œ€์‹œ๋ณด๋“œ, Prisma/PostgreSQL, BullMQ ๋น„๋™๊ธฐ ์žก ํŒŒ์ดํ”„๋ผ์ธ, AWS ECSยทCDK, NetSuite SuiteScript ๋ฒˆ๋“ค, MCP ๊ธฐ๋ฐ˜ ์—์ด์ „ํŠธ, ๋ฉ€ํ‹ฐํ…Œ๋„ŒํŠธ(Org โ€บ Workspace โ€บ Environment) ๊ฒฉ๋ฆฌ ์€์†” ๋Œ€ํ‘œ๋Š” ๊ฐœ๋ฐœ ํ”Œ๋žซํผ ์Šคํƒ€ํŠธ์—…์„ ์‹œ์ž‘ํ•ด Y Combinator(W21)๋ฅผ ๋น„๋กฏํ•œ ๊ธ€๋กœ๋ฒŒ SaaS ์ฐฝ์—…์ž๋“ค(Twilio, Datadog, Automattic, Unity ๋“ฑ)๋กœ๋ถ€ํ„ฐ 280์–ต์› ํˆฌ์ž๋ฅผ ๋ฐ›๊ณ  2023๋…„์— Workday์— ๋งค๊ฐํ–ˆ์Šต๋‹ˆ๋‹ค. ์ด ๊ฒฝํ—˜์„ ๋ฐ”ํƒ•์œผ๋กœ ์ด๋ฒˆ์—” AI ๊ธฐ์ˆ ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๊ธ€๋กœ๋ฒŒ ERP ์ƒํƒœ๊ณ„๋ฅผ disruptํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค. ์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ์˜ ์†๋„์™€ ๋ฐฉ์‹์œผ๋กœ ๊ธ€๋กœ๋ฒŒํ•œ ๊ธฐ์—…์œผ๋กœ ์„ฑ์žฅํ•˜๋Š” ๊ณผ์ •์„ ํ•จ๊ป˜ ํ•˜๊ณ  ์‹ถ์€ ๋ถ„๋“ค์„ ์ฐพ์Šต๋‹ˆ๋‹ค. ์ฃผ์š”์—…๋ฌด์šฐ๋ฆฌ๊ฐ€ ์ฐพ๋Š” Principal Engineer๋Š” ๋‹จ์ˆœํžˆ ์ฝ”๋“œ๋ฅผ ์ž‘์„ฑํ•˜๋Š” ๊ฐœ๋ฐœ์ž๊ฐ€ ์•„๋‹™๋‹ˆ๋‹ค. ๋‹น์‹ ์€ ๋‘ ์—”์ง„์˜ ์ฒญ์‚ฌ์ง„์„ ๊ทธ๋ฆฌ๋Š” '์ˆ˜์„ ์„ค๊ณ„์ž'์ด์ž, ๋ฏธ๊ตญ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ๊ณ ๊ฐ์˜ ์š”๊ตฌ์‚ฌํ•ญ์„ ๊ธฐ์ˆ ์  ์†”๋ฃจ์…˜์œผ๋กœ ๊ตฌํ˜„ํ•˜๋Š” '๋ฌธ์ œ ํ•ด๊ฒฐ์‚ฌ'๊ฐ€ ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋‹น์‹ ์˜ ๊ฒฐ์ •์€ ํ–ฅํ›„ 10๋…„๊ฐ„ Vertical Bar์˜ ๊ธฐ์ˆ  ๋ฌธํ™”์™€ ๋ฐฉํ–ฅ์„ ์ขŒ์šฐํ•˜๊ฒŒ ๋˜๋ฉฐ, ์ด๋Š” ๋Œ€๊ทœ๋ชจ SaaS ํ”Œ๋žซํผ์„ '0์—์„œ 1๋กœ' ๋งŒ๋“œ๋Š” ํ”์น˜ ์•Š์€ ๊ธฐํšŒ์ž…๋‹ˆ๋‹ค. ๊ธฐ์ˆ  ๋ฆฌ๋”์‹ญ ๋ฐ ์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„ โ€” ๋‘ ์—”์ง„์„ ๊ด€ํ†ตํ•˜๋Š” ๋ฐ์ดํ„ฐยท์—์ด์ „ํŠธ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์„ค๊ณ„ํ•˜๊ณ , Process Analytics์™€ CrossCheck๊ฐ€ ํ•˜๋‚˜์˜ ์ œํ’ˆ์ฒ˜๋Ÿผ ๋™์ž‘ํ•˜๋„๋ก ๊ฒฝ๊ณ„์™€ ๊ณ„์•ฝ์„ ์ •์˜ํ•ฉ๋‹ˆ๋‹ค.Process Analytics โ€” ERP ์›์ฒœ ๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ยท์ •๊ทœํ™” ํŒŒ์ดํ”„๋ผ์ธ, ํ”„๋กœ์„ธ์Šค ์žฌ๊ตฌ์„ฑ ๋ฐ ๋ณ‘๋ชฉ ํƒ์ง€ ๋กœ์ง, ๋Œ€๊ทœ๋ชจ ์ด๋ฒคํŠธ ๋ฐ์ดํ„ฐ ์œ„์—์„œ ๋™์ž‘ํ•˜๋Š” ์‹œ๊ฐํ™”๋ฅผ ๋งŒ๋“ญ๋‹ˆ๋‹ค.CrossCheck โ€” ๋ฉ€ํ‹ฐํ…Œ๋„ŒํŠธ SaaS ์œ„์—์„œ ํ™˜๊ฒฝ ์Šค๋ƒ…์ƒท, ์˜์กด์„ฑยท์˜ํ–ฅ๋„ ๋ถ„์„, ๋น„๋™๊ธฐ ์ถ”์ถœ ํŒŒ์ดํ”„๋ผ์ธ, ์•ˆ์ „ํ•œ ๋ฐฐํฌ ํŒŒ์ดํ”„๋ผ์ธ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค.์—์ด์ „ํŠธ ๊ณ„์ธต โ€” ์ƒŒ๋“œ๋ฐ•์Šค ์‹คํ–‰, ๊ถŒํ•œ ์ œ์–ด, ํ”ผ๋“œ๋ฐฑ ๋ฃจํ”„๋ฅผ ๊ฐ–์ถ˜ ์‹ ๋ขฐํ•  ์ˆ˜ ์žˆ๋Š” ์—์ด์ „ํŠธ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์„ค๊ณ„ํ•ฉ๋‹ˆ๋‹ค.๊ธ€๋กœ๋ฒŒ ๊ณ ๊ฐ ๋ฌธ์ œ ํ•ด๊ฒฐ โ€” ๋ถ๋ฏธ ์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ๊ณ ๊ฐ๊ณผ ์ง์ ‘ ์†Œํ†ตํ•˜๋ฉฐ ๋น„์ฆˆ๋‹ˆ์Šค ์š”๊ตฌ์‚ฌํ•ญ์„ ๊ธฐ์ˆ ์  ์†”๋ฃจ์…˜์œผ๋กœ ์ „ํ™˜ํ•˜๊ณ  ์ œํ’ˆ์— ๋ฐ˜์˜ํ•ฉ๋‹ˆ๋‹ค.์—”์ง€๋‹ˆ์–ด๋ง ๋ฌธํ™” ๊ตฌ์ถ• โ€” ์ฝ”๋“œ ๋ฆฌ๋ทฐ, ๊ธฐ์ˆ  ํ‘œ์ค€ ์ •๋ฆฝ, ๋ฉ˜ํ† ๋ง์„ ํ†ตํ•ด ํŒ€์˜ ๊ธฐ์ˆ  ์—ญ๋Ÿ‰์„ ๊ฐ•ํ™”ํ•ฉ๋‹ˆ๋‹ค. ์ž๊ฒฉ์š”๊ฑด [๊ธฐ์ˆ  ์—ญ๋Ÿ‰] ์ „์ฒด ๊ฒฝ๋ ฅ: 5๋…„ ์ด์ƒ์˜ ์ƒ์šฉ ์†Œํ”„ํŠธ์›จ์–ด ๊ฐœ๋ฐœ, ๋ฐฐํฌ, ์šด์˜ ๊ฒฝํ—˜๋ฐฑ์—”๋“œ: Python๊ณผ TypeScript/Node ์ค‘ ์ตœ์†Œ ํ•œ์ชฝ์—์„œ ํ”„๋กœ๋•์…˜ ์‹œ์Šคํ…œ์„ ์„ค๊ณ„ยท์šด์˜ํ•œ ๊นŠ์ด๊ฐ€ ์žˆ๊ณ , ๋‹ค๋ฅธ ํ•œ์ชฝ์„ ๋น ๋ฅด๊ฒŒ ํก์ˆ˜ํ•  ์ˆ˜ ์žˆ๋Š” ๋ถ„ (๋‘ ์—”์ง„์ด ๊ฐ๊ฐ Python๊ณผ TypeScript ์œ„์— ์žˆ์Šต๋‹ˆ๋‹ค. ML/AI ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ํ™œ์šฉ ๋Šฅ๋ ฅ ํฌํ•จ)ํ”„๋ก ํŠธ์—”๋“œ: JavaScript/TypeScript ๋ฐ React, Next.js ๋“ฑ ์ตœ์‹  ํ”„๋ ˆ์ž„์›Œํฌ ํ™œ์šฉ ๋Šฅ๋ ฅ๋ฐ์ดํ„ฐ: RDBMS, NoSQL ๋“ฑ ๋‹ค์–‘ํ•œ ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ์„ค๊ณ„ ๋ฐ ์šด์˜ ๊ฒฝํ—˜, ๋Œ€์šฉ๋Ÿ‰ ๋ฐ์ดํ„ฐ ๋ชจ๋ธ๋ง ๊ฒฝํ—˜์ธํ”„๋ผ: AWS, GCP ๋“ฑ ํด๋ผ์šฐ๋“œ ํ™˜๊ฒฝ์—์„œ์˜ ์‹œ์Šคํ…œ ๊ตฌ์ถ• ๋ฐ ์šด์˜ ๊ฒฝํ—˜ (์ปจํ…Œ์ด๋„ˆ, IaC ํฌํ•จ)์‹œ๊ฐํ™”: D3.js, Plotly, React Flow ๋“ฑ ๋ฐ์ดํ„ฐ ์‹œ๊ฐํ™” ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ ์‚ฌ์šฉ ๊ฒฝํ—˜ [๋ฌธ์ œ ํ•ด๊ฒฐ ๋ฐ ํ˜‘์—… ์—ญ๋Ÿ‰] ์ฃผ๋„์„ฑ: ๋น„์ฆˆ๋‹ˆ์Šค ๋ฌธ์ œ๋ฅผ ์Šค์Šค๋กœ ์ •์˜ํ•˜๊ณ , ๊ธฐ์ˆ ์  ํ•ด๊ฒฐ์ฑ…์„ ์ œ์‹œํ•˜๋ฉฐ ๋๊นŒ์ง€ ์ฑ…์ž„์ง€๋Š” ์ž์„ธ๋…ผ๋ฆฌ์  ์‚ฌ๊ณ : ๋ณต์žกํ•œ ๋ฌธ์ œ์˜ ๊ทผ๋ณธ ์›์ธ์„ ํŒŒ์•…ํ•˜๊ณ , ๋ช…ํ™•ํ•œ ๋…ผ๋ฆฌ๋กœ ์ตœ์ ์˜ ํ•ด๊ฒฐ์ฑ…์„ ๋„์ถœํ•˜๋Š” ๋Šฅ๋ ฅ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜: ์ž์‹ ์˜ ๊ธฐ์ˆ ์  ํŒ๋‹จ์„ ๋ช…ํ™•ํ•˜๊ฒŒ ์„ค๋ช…ํ•˜๊ณ  ๋™๋ฃŒ ๋ฐ ์ดํ•ด๊ด€๊ณ„์ž๋ฅผ ์„ค๋“ํ•˜๋Š” ๋Šฅ๋ ฅ๊ธ€๋กœ๋ฒŒ ํ˜‘์—…: ํ•ด์™ธ ์ถœ์žฅ ๋ฐ ์›๊ฒฉ ๊ทผ๋ฌด์— ์ œ์•ฝ์ด ์—†์œผ๋ฉฐ, ๊ธ€๋กœ๋ฒŒ ํŒ€๊ณผ ์›ํ™œํ•˜๊ฒŒ ํ˜‘์—…ํ•  ์ˆ˜ ์žˆ๋Š” ๋Šฅ๋ ฅ ์šฐ๋Œ€์‚ฌํ•ญ [ํ•ต์‹ฌ ๊ฒฝํ—˜] SaaS ์ œํ’ˆ์„ 0์—์„œ 1๊นŒ์ง€ ์„ฑ๊ณต์ ์œผ๋กœ ๊ตฌ์ถ•ํ•˜๊ณ  ์ถœ์‹œํ•œ ๊ฒฝํ—˜์Šคํƒ€ํŠธ์—… ์ฐฝ์—… ๋˜๋Š” ์ดˆ๊ธฐ ๋ฉค๋ฒ„๋กœ์„œ ์ œํ’ˆ๊ณผ ํšŒ์‚ฌ์˜ ์„ฑ์žฅ์„ ์ด๋Œ์–ด๋ณธ ๊ฒฝํ—˜๋Œ€๊ทœ๋ชจ ํŠธ๋ž˜ํ”ฝ์„ ์ฒ˜๋ฆฌํ•˜๋Š” ์ƒ์šฉ ์‹œ์Šคํ…œ์„ ์„ค๊ณ„ํ•˜๊ณ  ์šด์˜ํ•ด๋ณธ ๊ฒฝํ—˜๊ฐœ๋ฐœ ์กฐ์ง ๋˜๋Š” ๊ธฐ์ˆ  ํ”„๋กœ์ ํŠธ๋ฅผ ๋ฆฌ๋”ฉํ•œ ๊ฒฝํ—˜ERPยท์—”ํ„ฐํ”„๋ผ์ด์ฆˆ ์‹œ์Šคํ…œ(NetSuite, SAP, Oracle, Salesforce) ์—ฐ๋™, ๋งˆ์ด๊ทธ๋ ˆ์ด์…˜, ๋ฐฐํฌ ๊ฒฝํ—˜ํ”„๋กœ์„ธ์Šค ๋งˆ์ด๋‹, ์ด๋ฒคํŠธ ๋กœ๊ทธ ๋ถ„์„, ์›Œํฌํ”Œ๋กœ์šฐ ์—”์ง„ ๊ด€๋ จ ๊ฒฝํ—˜ํยท์›Œ์ปค ๊ธฐ๋ฐ˜ ๋น„๋™๊ธฐ ์žก ํŒŒ์ดํ”„๋ผ์ธ(๋ฉฑ๋“ฑ์„ฑ, ์žฌ์‹œ๋„, ์ทจ์†Œ) ์„ค๊ณ„ ๊ฒฝํ—˜ [๊ธฐ์ˆ ์  ๊ด€์‹ฌ์‚ฌ ๋ฐ ์—ญ๋Ÿ‰] AI ์ธํ”„๋ผ(pre-training, fine-tuning ๋“ฑ)์— ๋Œ€ํ•œ ๊นŠ์€ ๊ด€์‹ฌ๊ณผ ์ดํ•ดAI tool์„ ์ ๊ทน ํ™œ์šฉํ•œ ๊ฐœ๋ฐœ ์—ญ๋Ÿ‰ ๊ทน๋Œ€ํ™”์— ๊ด€์‹ฌ (์šฐ๋ฆฌ๋Š” ์ŠคํŽ™ ๊ธฐ๋ฐ˜ ๊ฐœ๋ฐœ๊ณผ ์ฝ”๋”ฉ ์—์ด์ „ํŠธ๋ฅผ ์‹ค์ œ ๊ฐœ๋ฐœ ํŒŒ์ดํ”„๋ผ์ธ์— ์‚ฌ์šฉํ•ฉ๋‹ˆ๋‹ค)MCP, ํˆด ์ฝœ๋ง ๋“ฑ ์—์ด์ „ํŠธ ์‹คํ–‰ ํ™˜๊ฒฝ์— ๋Œ€ํ•œ ์ดํ•ด [๋ฌธํ™”์  ๊ฐ€์น˜] ํŒ€๊ณผ ์‚ฌํšŒ์— ๊ธ์ •์ ์ธ ์˜ํ–ฅ์„ ์ฃผ๊ธฐ ์œ„ํ•ด ๋…ธ๋ ฅํ•˜๋Š” ๋ถ„ (์˜ˆ: ๋ด‰์‚ฌํ™œ๋™ ๊ฒฝํ—˜) ํ˜œํƒ ๋ฐ ๋ณต์ง€์—ฐ๋ด‰: ๊ฒฝ๋ ฅ ๋ฐ ํฌ์ง€์…˜ ์ ํ•ฉ๋„์— ๋”ฐ๋ผ ์—ฐ 1์–ต์› ์ด์ƒ ํ˜‘์˜ ๊ฐ€๋Šฅ (์ง์ „ ์—ฐ๋ด‰, ์—ญํ• ์˜ ์ฑ…์ž„ ์ˆ˜์ค€ ๋“ฑ์„ ์ข…ํ•ฉ์ ์œผ๋กœ ๊ณ ๋ คํ•˜์—ฌ ์ œ์•ˆํ•ฉ๋‹ˆ๋‹ค)๋ณด์ƒ ๋ฐ ์˜ค๋„ˆ์‹ญ: ์Šคํ†ก์˜ต์…˜, ์„ฑ๊ณผ ๊ธฐ๋ฐ˜ ์ธ์„ผํ‹ฐ๋ธŒ ์ง€๊ธ‰์—…๋ฌด ํ™˜๊ฒฝ: ์ตœ๊ณ  ์‚ฌ์–‘ ๋…ธํŠธ๋ถ, 4K ๋ชจ๋‹ˆํ„ฐ ๋ฐ ์ฃผ๋ณ€๊ธฐ๊ธฐ ์ง€์›์„ฑ์žฅ ์ง€์›: ์˜์–ด ๊ต์œก ํ”„๋กœ๊ทธ๋žจ ์ง€์›ํŒ€ ๋ฌธํ™” ๋ฐ ๋ณต์ง€: ๋งค์ฃผ ์‹์‚ฌ๋น„ ์ง€์›, 6๊ฐœ์›”๋งˆ๋‹ค ๋ฏธ๊ตญ/ํ•œ๊ตญ ๊ต์ฐจ ํŒ€ ๋นŒ๋”ฉ ์ง„ํ–‰ ์ฑ„์šฉ ์ „ํ˜•์„œ๋ฅ˜ ์ „ํ˜• โ†’ 2. ํ™”์ƒ ์ธํ„ฐ๋ทฐ โ†’ 3. ์ฝ”๋”ฉ ํ…Œ์ŠคํŠธ(ํ™”์ƒ) โ†’ 4. ์ง๋ฌด ์ธํ„ฐ๋ทฐ(ํ™”์ƒ/๋Œ€๋ฉด) โ†’ 5. ์ปฌ์ณํ• ์ธํ„ฐ๋ทฐ(๋Œ€๋ฉด) ๋ฐ ๋ ˆํผ๋Ÿฐ์Šค ์ฒดํฌ โ†’ 6. ์ฒ˜์šฐํ˜‘์˜(ํ™”์ƒ/๋Œ€๋ฉด) โ†’ 7. ์ตœ์ข… ํ•ฉ๊ฒฉ ๋ฐ ์ž…์‚ฌ