Full Stack Engineer - AI Agents

Homiai โ€” South Korea ยท Posted ~11 hours ago

Senior Full-time

Skills

TypeScript JavaScript Python Frontend development Backend integration AI agents Prompt engineering Model routing Context selection Agent orchestration AI model optimization Monorepo architecture FastAPI Monorepo

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Summary โœจ AIโ€‘Generated

An early-stage AI company is seeking a full stack engineer to take ownership of new AI-agent capabilities from user interface development through backend integration, model optimization, and launch. You will improve prompting, model routing, context selection, and agent orchestration while building a high-performance agent runtime and maintaining a monorepo architecture. The role offers significant product ownership and close customer interaction.

Highlights

Early-stage opportunity with broad ownership across AI agent features, frontend and backend development, model behavior, performance optimization, and product delivery. The role provides substantial influence over product direction and architecture while working closely with customers and leadership.

Description

HOMI AI ์†Œ๊ฐœ HOMI AI๋Š” ๊ธฐ์—…์˜ ์—…๋ฌด ์ง€์‹๊ณผ ๋งฅ๋ฝ์„ ์‹ค์ œ๋กœ ์ผํ•˜๋Š” AI๋กœ ์—ฐ๊ฒฐํ•˜๋Š” ์ดˆ๊ธฐ ์Šคํƒ€ํŠธ์—…์ž…๋‹ˆ๋‹ค. 10๋ช…์˜ ํŒ€์ด ๊ธฐ์—…์˜ ์—…๋ฌด ํ๋ฆ„, ์ •๋ณด, ํŒ๋‹จ ๊ธฐ์ค€์„ ์—ฐ๊ฒฐํ•ด AI๊ฐ€ ์ƒํ™ฉ์„ ์ดํ•ดํ•˜๊ณ  ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋Š” ๊ธฐ๋ฐ˜์ธ Company Brain์„ ๋งŒ๋“ค๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์šฐ๋ฆฌ ์—”์ง€๋‹ˆ์–ด๋Š” ๊ณ ๊ฐ์˜ ํ˜„์žฅ์— ์ง์ ‘ ๋“ค์–ด๊ฐ‘๋‹ˆ๋‹ค. ์ผ์ƒ์ ์ธ ์—…๋ฌด๋ถ€ํ„ฐ ์˜ˆ์™ธ ์ฒ˜๋ฆฌ์™€ ์Šน์ธ ์ ˆ์ฐจ๊นŒ์ง€, ์‹ค์ œ๋กœ ์ผ์ด ์ด๋ฃจ์–ด์ง€๋Š” ๋ฐฉ์‹์„ ์ดํ•ดํ•ฉ๋‹ˆ๋‹ค. ์ด๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ํ˜„์žฅ์˜ ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๊ณ , ๋‹ค๋ฅธ ์—…๋ฌด๋กœ๋„ ํ™•์žฅํ•  ์ˆ˜ ์žˆ๋Š” ์ œํ’ˆ์„ ๋งŒ๋“ญ๋‹ˆ๋‹ค. โ–Ž ์šฐ๋ฆฌ๋Š” ์ง€๊ธˆ 0โ†’1์˜ ๋‹จ๊ณ„์— ์žˆ์Šต๋‹ˆ๋‹ค. ์–ด๋–ค ๋ฌธ์ œ๋ถ€ํ„ฐ ํ’€์ง€, ๋ฌด์—‡์„ ๋งŒ๋“ค์ง€, ์–ด๋””์— ์ง‘์ค‘ํ• ์ง€โ€”Company Brain์ด ์‹ค์ œ ๊ธฐ์—…์—์„œ ์–ด๋–ค ๋ชจ์Šต์œผ๋กœ ์“ฐ์ผ์ง€ ์ •์˜ํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ํ˜„์žฅ์—์„œ ์–ป์€ ๋ฐฐ์›€์„ ๋ช…ํ™•ํ•œ ์ œํ’ˆ ๋ฐฉํ–ฅ์œผ๋กœ ๋งŒ๋“œ๋Š” ์ผ์— ํ•จ๊ป˜ํ•  ๋ถ„์„ ์ฐพ์Šต๋‹ˆ๋‹ค. ๋น„์ „๊ณผ ํ™•์‹ , ๊ทธ๋ฆฌ๊ณ  ํŒ€์„ ์›€์ง์ด๋Š” ์—๋„ˆ์ง€๋กœ ์ œํ’ˆ์„ ์ด๋Œ์–ด๊ฐˆ ๋ถ„์„ ์ฐพ์Šต๋‹ˆ๋‹ค. ๊ณ ๊ฐ ๊ฐ€๊นŒ์ด์—์„œ ํ•ด๊ฒฐํ•  ๊ฐ€์น˜๊ฐ€ ์žˆ๋Š” ์—…๋ฌด ๋ฌธ์ œ๋ฅผ ๋ฐœ๊ฒฌํ•˜๊ณ , ๋ณต์žกํ•œ ์ƒํ™ฉ์„ ํŒ€์ด ์‹คํ–‰ํ•  ์ˆ˜ ์žˆ๋Š” ๋ช…ํ™•ํ•œ ๊ฒฐ์ •์œผ๋กœ ๋ฐ”๊ฟ‰๋‹ˆ๋‹ค. ์ค‘์š”ํ•œ ์ œํ’ˆ ์˜์‚ฌ๊ฒฐ์ •์„ ์ฃผ๋„ํ•˜๊ณ , ๊ทผ๊ฑฐ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ๋™๋ฃŒ๋ฅผ ์„ค๋“ํ•˜๋ฉฐ, ์—”์ง€๋‹ˆ์–ด์™€ ๊ฒฝ์˜์ง„์ด ๊ฐ™์€ ๋ฐฉํ–ฅ์œผ๋กœ ์›€์ง์ด๋„๋ก ์ด๋•๋‹ˆ๋‹ค. ๋ฐฉํ–ฅ์„ ์ •ํ•˜๋Š” ๋ฐ์„œ ๋๋‚˜์ง€ ์•Š๊ณ , ๊ณ ๊ฐ์ด ์‹ค์ œ๋กœ ์‚ฌ์šฉํ•˜๋Š” ์ œํ’ˆ์œผ๋กœ ์™„์„ฑ๋  ๋•Œ๊นŒ์ง€ ์ฑ…์ž„์ง‘๋‹ˆ๋‹ค. โ–Ž ๋ถ„๋ช…ํ•œ ๊ด€์ ์„ ๊ฐ–๋˜, ์ƒˆ๋กœ์šด ๊ทผ๊ฑฐ ์•ž์—์„œ๋Š” ์ƒ๊ฐ์„ ๋ฐ”๊ฟ€ ์ˆ˜ ์žˆ์–ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ์ข‹์€ ์•„์ด๋””์–ด๊ฐ€ ํŒ€์˜ ์ง€์ง€๋ฅผ ์–ป๊ณ  ์‹ค์ œ ๊ฒฐ๊ณผ๋กœ ์ด์–ด์ง€๋„๋ก ๋๊นŒ์ง€ ์ด๋Œ์–ด๊ฐˆ ๋ถ„์„ ์ฐพ์Šต๋‹ˆ๋‹ค. -- ์ฃผ์š” ์—…๋ฌด AI ์—์ด์ „ํŠธ์˜ ์‹ ๊ทœ ๊ธฐ๋Šฅ์„ ์ •์˜ํ•˜๊ณ , UI ๊ฐœ๋ฐœ๋ถ€ํ„ฐ ๋ฐฑ์—”๋“œ ์—ฐ๋™, ๋ชจ๋ธ ๋™์ž‘ ๊ฐœ์„ , ์ถœ์‹œ๊นŒ์ง€ ์ „ ๊ณผ์ •์„ ๋‹ด๋‹นํ•ฉ๋‹ˆ๋‹ค.์ƒˆ๋กœ์šด ๋ชจ๋ธ๊ณผ ๊ธฐ์ˆ ์„ ํ™œ์šฉํ•˜๋ฉด์„œ ๋น„์šฉ๊ณผ ์ง€์—ฐ ์‹œ๊ฐ„์„ ๊ด€๋ฆฌํ•  ์ˆ˜ ์žˆ๋„๋ก ํ”„๋กฌํ”„ํŒ… ์ „๋žต, ๋ชจ๋ธ ๋ผ์šฐํŒ…, ์ปจํ…์ŠคํŠธ ์„ ํƒ, ์—์ด์ „ํŠธ ์˜ค์ผ€์ŠคํŠธ๋ ˆ์ด์…˜์„ ๊ฐœ์„ ํ•ฉ๋‹ˆ๋‹ค.๊ณ ์„ฑ๋Šฅ ์—์ด์ „ํŠธ ๋Ÿฐํƒ€์ž„์„ ๊ตฌ์ถ•ํ•˜๊ณ  ์ตœ์ ํ™”ํ•ฉ๋‹ˆ๋‹ค.๋ชจ๋…ธ๋ ˆํฌ ์•„ํ‚คํ…์ฒ˜๋ฅผ ์„ค๊ณ„ํ•˜๊ณ  ์œ ์ง€ยท๊ด€๋ฆฌํ•ฉ๋‹ˆ๋‹ค. ์ž๊ฒฉ ์š”๊ฑด TypeScript/JavaScript์™€ Python ๋ชจ๋‘์— ๋Šฅ์ˆ™ํ•˜์‹  ๋ถ„์‹ค์ œ ์„œ๋น„์Šค๋กœ ์šด์˜๋˜๋Š” ํ’€์Šคํƒ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜๊ณผ Electron ๊ธฐ๋ฐ˜ ์• ํ”Œ๋ฆฌ์ผ€์ด์…˜์„ ๊ฐœ๋ฐœํ•œ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹  ๋ถ„RESTful API๋ฅผ ์„ค๊ณ„ํ•˜๊ณ  ๊ตฌํ˜„ํ•œ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹  ๋ถ„PostgreSQL ๋˜๋Š” ์œ ์‚ฌํ•œ ๊ด€๊ณ„ํ˜• ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋ฅผ ํ™œ์šฉํ•ด ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค๋ฅผ ์„ค๊ณ„ํ•œ ๊ฒฝํ—˜์ด ์žˆ์œผ์‹  ๋ถ„์•„ํ‚คํ…์ฒ˜ ์„ค๊ณ„ ์—ญ๋Ÿ‰๊ณผ ๊ธฐ์ˆ ์  ์˜์‚ฌ๊ฒฐ์ • ๋Šฅ๋ ฅ์„ ๊ฐ–์ถ”์‹  ๋ถ„ ์šฐ๋Œ€ ์‚ฌํ•ญ FastAPI ๋˜๋Š” ์œ ์‚ฌํ•œ Python ์›น ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ์‚ฌ์šฉํ•œ ๊ฒฝํ—˜Redis, SQS ๋“ฑ์„ ํ™œ์šฉํ•œ ํ ์‹œ์Šคํ…œ ๊ตฌํ˜„ ๊ฒฝํ—˜LLM์„ ํฌํ•จํ•œ ML/AI ๋ชจ๋ธ ์„œ๋น™ ๊ฒฝํ—˜Turborepo ๋˜๋Š” Nx๋ฅผ ํ™œ์šฉํ•œ ๋ชจ๋…ธ๋ ˆํฌ ๊ด€๋ฆฌ ๊ฒฝํ—˜AWS ์ธํ”„๋ผ(ECS, Lambda, RDS) ์šด์˜ ๊ฒฝํ—˜ ๋ณต์ง€ ๋ฐ ๊ทผ๋ฌด ํ™˜๊ฒฝ ๊ทผ๋ฌด ์žฅ์†Œ: ์„œ์ดˆ AICT (์–‘์žฌ์‹œ๋ฏผ์˜์ˆฒ ์ธ๊ทผ)์กฐ์ง ๋ฌธํ™” ๋ฐ ๊ทผ๋ฌด ์ œ๋„: ์ˆ˜ํ‰์ ์ธ ์กฐ์ง ๋ฌธํ™”, ์œ ์—ฐ๊ทผ๋ฌด์ œ์Šคํ†ก์˜ต์…˜: ์„ฑ๊ณผ์— ๋”ฐ๋ฅธ ์Šคํ†ก์˜ต์…˜ ๋ถ€์—ฌ ๊ธฐํšŒ๊ทผ๋ฌด ์‹œ์„ค: ์„œ์ดˆ AICT(https://seochoaict.ai/facility/space) ์ง€์› ๋ฐฉ๋ฒ• ์ง€์› ๋ฐฉ๋ฒ•: ์ฑ„์šฉ ํ”„๋กœ์„ธ์Šค: ์„œ๋ฅ˜์ „ํ˜• โ†’ ๊ธฐ์ˆ ๋ฉด์ ‘ (๋น„๋Œ€๋ฉด) โ†’ ๋Œ€๋ฉด๋ฉด์ ‘(Team Fit) โ†’ ์ตœ์ข… ํ•ฉ๊ฒฉ์ง€์› ๋ฐฉ๋ฒ•: ์ด๋ ฅ์„œ ๋˜๋Š” ํฌํŠธํด๋ฆฌ์˜ค๋ฅผ ์ค€๋น„ํ•˜์—ฌ ํ•˜๋‹จ Career ํŽ˜์ด์ง€๋ฅผ ํ†ตํ•ด ์ง€์›์„ธ๋ถ€ ์ผ์ •์€ ํ•ฉ๊ฒฉ์ž์— ํ•œํ•ด ๊ฐœ๋ณ„ ์•ˆ๋‚ด ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ์šฐ๋ฆฌ๋Š” ์ด๋ ‡๊ฒŒ ์ผํ•ฉ๋‹ˆ๋‹ค ๊ฒฝํ—˜๊ณผ ์‹คํ–‰๋ ฅ์„ ๊ฐ–์ถ˜ ํŒ€: ์„ฑ๊ณต์ ์ธ ์—‘์‹ฏ ๊ฒฝํ—˜์ด ์žˆ๋Š” ๋Œ€ํ‘œ์™€ ๋ฐ์นด์ฝ˜ ์Šคํƒ€ํŠธ์—…์˜ ์„ฑ์žฅ์„ ํ•จ๊ป˜ ์ด๋ˆ ์ดˆ๊ธฐ ๋ฉค๋ฒ„๋“ค์ด ํ•จ๊ป˜ํ•ฉ๋‹ˆ๋‹ค.๋…์ž์ ์ธ ๊ธฐ์ˆ  ๊ฐœ๋ฐœ: AI ์—ฐ๊ตฌํŒ€์ด ์ฃผ๋„ํ•˜๋Š” ์—ฐ๊ตฌ์™€ ์‹คํ—˜์„ ํ†ตํ•ด ์ž์ฒด ๊ธฐ์ˆ ์„ ์ฒ˜์Œ๋ถ€ํ„ฐ ๋งŒ๋“ค์–ด๊ฐ‘๋‹ˆ๋‹ค.์ œํ’ˆ ์ค‘์‹ฌ์˜ ๋ฌธํ™”: ๊ธฐ์ˆ ์ด ์‹ค์ œ ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์œผ๋กœ ์ด์–ด์ง€๋„๋ก ์ œํ’ˆ์„ ์ค‘์‹ฌ์— ๋‘๊ณ  ์ผํ•ฉ๋‹ˆ๋‹ค.๋น ๋ฅธ ์‹คํ–‰๊ณผ ํ”ผ๋“œ๋ฐฑ: ์ง์ ‘ ๋งŒ๋“  ์ œํ’ˆ์— ๋Œ€ํ•œ ์‹œ์žฅ์˜ ๋ฐ˜์‘์„ ์‹ค์‹œ๊ฐ„์œผ๋กœ ํ™•์ธํ•˜๋ฉฐ ๋น ๋ฅด๊ฒŒ ๊ฐœ์„ ํ•ฉ๋‹ˆ๋‹ค. HOMI์™€ ํ•จ๊ป˜ํ•ด์•ผ ํ•˜๋Š” ์ด์œ  ํญ๋„“์€ ์„ฑ์žฅ ๊ธฐํšŒ: ์„ธ๊ณ„์ ์ธ ์ˆ˜์ค€์˜ ์‚ฌ์šฉ์ž ๊ฒฝํ—˜์„ ๋งŒ๋“ ๋‹ค๋Š” ๋„์ „์ ์ธ ๋ชฉํ‘œ๋ฅผ ํ–ฅํ•ด ๋‚˜์•„๊ฐ‘๋‹ˆ๋‹ค. ๋ณต์žกํ•˜๊ณ  ์–ด๋ ค์šด ๊ธฐ์ˆ  ๋ฌธ์ œ๋ฅผ ํ•ด๊ฒฐํ•˜๋ฉฐ ์ž์‹ ์˜ ์—ญ๋Ÿ‰์„ ๋„“ํžˆ๊ณ  ๋น ๋ฅด๊ฒŒ ์„ฑ์žฅํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.๊ธ€๋กœ๋ฒŒ ์Šคํƒ€ํŠธ์—… ๊ฒฝํ—˜: HOMI๋Š” ๋ฏธ๊ตญ์— ๋ณธ์‚ฌ๋ฅผ ๋‘๊ณ  ์‹ค๋ฆฌ์ฝ˜๋ฐธ๋ฆฌ์˜ ์œ ์ˆ˜ VC๋กœ๋ถ€ํ„ฐ ํˆฌ์ž๋ฐ›์€ ๊ธ€๋กœ๋ฒŒ ์Šคํƒ€ํŠธ์—…์ž…๋‹ˆ๋‹ค. ํ•œ๊ตญ์„ ๋„˜์–ด ์„ธ๊ณ„ ์‹œ์žฅ์— ์ง„์ถœํ•˜๋Š” ์ œํ’ˆ์„ ๋งŒ๋“ค๊ณ , ์ „ ์„ธ๊ณ„์˜ ๋‹ค์–‘ํ•œ ๋™๋ฃŒ๋“ค๊ณผ ํ˜‘์—…ํ•˜๋ฉฐ ๋” ๋„“์€ ๋ฌด๋Œ€์—์„œ ์—ญ๋Ÿ‰์„ ํŽผ์น  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.์ตœ์‹  AI ๊ธฐ์ˆ ์„ ์ œํ’ˆ์— ์ ์šฉํ•˜๋Š” ๊ฒฝํ—˜: ์ตœ์‹  AI ์—ฐ๊ตฌ ์„ฑ๊ณผ์™€ ์„ธ๊ณ„์ ์ธ ๋ชจ๋ธ์„ ์‹ค์ œ ์ œํ’ˆ ๊ฐœ๋ฐœ์— ์ง์ ‘ ํ™œ์šฉํ•ฉ๋‹ˆ๋‹ค. ๋…ผ๋ฌธ ์† ๊ธฐ์ˆ ์„ ์‹คํ—˜ํ•˜๊ณ  ์ƒ์šฉํ™”ํ•˜๋Š” ๊ณผ์ •์„ ํ†ตํ•ด AI ์ „๋ฌธ๊ฐ€๋กœ ์„ฑ์žฅํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.์ž์œจ๊ณผ ์ฑ…์ž„์˜ ๋ฌธํ™”: ์ˆ˜ํ‰์ ์ด๊ณ  ์ž์œจ์ ์ธ ๋ฌธํ™” ์†์—์„œ ์—ฐ์ฐจ๋‚˜ ์ง๊ธ‰์— ๊ด€๊ณ„์—†์ด ๋ˆ„๊ตฌ๋‚˜ ์ž์œ ๋กญ๊ฒŒ ์•„์ด๋””์–ด๋ฅผ ์ œ์•ˆํ•˜๊ณ  ํ† ๋ก ํ•˜๋ฉฐ ํ”„๋กœ์ ํŠธ๋ฅผ ์ฃผ๋„ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. ์ž์‹ ์˜ ์˜๊ฒฌ์ด ์ œํ’ˆ๊ณผ ์„œ๋น„์Šค์— ์ง์ ‘ ๋ฐ˜์˜๋˜๋Š” ๊ฒฝํ—˜์„ ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.์„ฑ์žฅ์˜ ๊ฒฐ์‹ค์„ ํ•จ๊ป˜ ๋‚˜๋ˆ„๋Š” ๋ณด์ƒ: ํšŒ์‚ฌ์˜ ์„ฑ๊ณต์ด ๊ณง ํŒ€์›์˜ ์„ฑ๊ณต์ด ๋  ์ˆ˜ ์žˆ๋„๋ก ์Šคํ†ก์˜ต์…˜์„ ๋น„๋กฏํ•œ ๋‹ค์–‘ํ•œ ์ธ์„ผํ‹ฐ๋ธŒ๋กœ ์„ฑ๊ณผ๋ฅผ ๋‚˜๋ˆ•๋‹ˆ๋‹ค. ํ•จ๊ป˜ ์„ฑ์žฅํ•˜๋Š” ๋ณด๋žŒ๊ณผ ๊ฒฝ์ œ์  ๋ณด์ƒ์„ ๋ˆ„๋ฆด ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค. AI ๊ธฐ์ˆ ๋กœ ์ฐฝ์ž‘์˜ ๋ฏธ๋ž˜๋ฅผ ๋ฐ”๊พธ๋Š” ์—ฌ์ •์— ํ•จ๊ป˜ํ•˜์„ธ์š”. ์ฑ„์šฉ ํŽ˜์ด์ง€: https://homilabs.ai/career/ ํšŒ์‚ฌ ํŽ˜์ด์ง€: https://homilabs.ai/