토스에서 지식 그래프를 활용해 서비스 데이터를 연결하고 비즈니스 인사이트를 도출할 데이터 분석가를 찾습니다. SQL과 Python을 활용한 데이터 분석 역량은 필수이며, 지식 그래프 모델링 경험이 있는 분을 우대합니다. 데이터로 문제를 정의하고 해결하는 과정을 즐기는 분들의 많은 지원 바랍니다.
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default html{line-height:1.15;-webkit-text-size-adjust:100%;}default body{margin:0;}default main{display:block;}default h1{font-size:2em;margin:0.67em 0;}default hr{box-sizing:content-box;height:0;overflow:visible;}default pre{font-family:monospace,monospace;font-size:1em;}default a{background-color:transparent;}default abbr[title]{border-bottom:none;-webkit-text-decoration:underline;text-decoration:underline;-webkit-text-decoration:underline dotted;text-decoration:underline dotted;}default b,default strong{font-weight:bolder;}default code,default kbd,default samp{font-family:monospace,monospace;font-size:1em;}default small{font-size:80%;}default sub,default sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline;}default sub{bottom:-0.25em;}default sup{top:-0.5em;}default img{border-style:none;}default button,default input,default optgroup,default select,default textarea{font-family:inherit;font-size:100%;line-height:1.15;margin:0;}default button,default input{overflow:visible;}default button,default select{text-transform:none;}default button,default [type="button"],default [type="reset"],default [type="submit"]{-webkit-appearance:button;}default button::-moz-focus-inner,default [type="button"]::-moz-focus-inner,default [type="reset"]::-moz-focus-inner,default [type="submit"]::-moz-focus-inner{border-style:none;padding:0;}default button:-moz-focusring,default [type="button"]:-moz-focusring,default [type="reset"]:-moz-focusring,default [type="submit"]:-moz-focusring{outline:1px dotted ButtonText;}default fieldset{padding:0.35em 0.75em 0.625em;}default legend{box-sizing:border-box;color:inherit;display:table;max-width:100%;padding:0;white-space:normal;}default progress{vertical-align:baseline;}default textarea{overflow:auto;}default [type="checkbox"],default [type="radio"]{box-sizing:border-box;padding:0;}default [type="number"]::-webkit-inner-spin-button,default [type="number"]::-webkit-outer-spin-button{height:auto;}default [type="search"]{-webkit-appearance:textfield;outline-offset:-2px;}default [type="search"]::-webkit-search-decoration{-webkit-appearance:none;}default::-webkit-file-upload-button{-webkit-appearance:button;font:inherit;}default details{display:block;}default summary{display:-webkit-box;display:-webkit-list-item;display:-ms-list-itembox;display:list-item;}default template{display:none;}default [hidden]{display:none;}body{background-color:var(--adaptiveBackground);}
계열사 소개
.css-10dorpv:hover{color:inherit;}- 합류 여정 .css-10dorpv:hover{color:inherit;}- 팀 문화 .css-10dorpv:hover{color:inherit;}- 아티클 .css-10dorpv:hover{color:inherit;}- 자주 묻는 질문 .css-fure5a{color:#f9fafb!important;background-color:#3182f6!important;}- 전체 공고
.css-1y5wm4d{width:100%;}@media (min-width: 721px){.css-1y5wm4d{height:60px;}}@media (max-width: 720px){.css-1y5wm4d{height:60px;}}
.css-1uiai01{min-height:100vh;}
.css-1vc9nn6{position:fixed;top:0;left:0;z-index:101;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;width:100%;height:100%;}
.css-1aimt3l{opacity:1;-webkit-transition:0.2s ease-in-out all;transition:0.2s ease-in-out all;}
.css-1w485v5{position:fixed;z-index:4;bottom:40px;right:40px;}@media (max-width: 720px){.css-1w485v5{bottom:20px;right:20px;}}
.css-1uge5ns{position:relative;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-flex-direction:column;-ms-flex-direction:column;flex-direction:column;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;max-width:100px;}
.css-15vhjql{text-align:center;font-weight:600;font-size:15px;line-height:21px;color:#6b7684;white-space:pre-line;background-color:transparent;}@media screen and (min-width: 641px) and (max-width: 1024px){.css-15vhjql{font-size:12px;background-color:#ffffff;border-radius:var(--radius-m);box-shadow:var(--shadow-s);line-height:1.5;padding:var(--padding-s-vertical) var(--padding-s-horizontal);margin-bottom:6px;}}@media screen and (max-width: 640px){.css-15vhjql{font-size:12px;background-color:#ffffff;border-radius:var(--radius-m);box-shadow:var(--shadow-s);line-height:1.5;padding:var(--padding-s-vertical) var(--padding-s-horizontal);margin-bottom:6px;}}
채용팀에 문의하기
.css-1vylu6m{width:80px;height:auto;cursor:pointer;}.css-1vylu6m:hover{-webkit-transition:all 0.3s;transition:all 0.3s;-webkit-transform:scale(1.05);-moz-transform:scale(1.05);-ms-transform:scale(1.05);transform:scale(1.05);}@media screen and (min-width: 641px) and (max-width: 1024px){.css-1vylu6m{width:55px;}}@media screen and (max-width: 640px){.css-1vylu6m{width:55px;}}
.css-vo93jm{display:none;position:absolute;top:0;left:0;width:100%;height:100%;}@media (max-width: 720px){.css-vo93jm{position:fixed;background-color:rgba(0,27,55,0.1);z-index:var(--nav-index);}}
.css-1vc9nn6{position:fixed;top:0;left:0;z-index:101;display:-webkit-box;display:-webkit-flex;display:-ms-flexbox;display:flex;-webkit-align-items:center;-webkit-box-align:center;-ms-flex-align:center;align-items:center;-webkit-box-pack:center;-ms-flex-pack:center;-webkit-justify-content:center;justify-content:center;width:100%;height:100%;}
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[→ 토스 Data Division 위키](https://recruit-data-division.oopy.io/)\\\\n\\\\n# 합류하게 될 팀에 대해 알려드려요\\n- Data Analyst (Knowledge Graph)는 Data Analysis Chapter에 소속되면서 동시에 커머스 도메인의 Data Graph Team에 배정되어요.\\n- Commerce Data Graph Team은 상품의 속성 정보와 상품 사이의 관계를 정의해서, 검색·추천·광고가 함께 사용하는 공통 데이터로 만드는 팀이에요.\\n- 토스 커머스의 머신러닝 모델이 다음 단계로 도약하기 위해 필요한 상품 이해 체계를 만들어가요. 카테고리와 유저 행동 데이터 위에 상품의 의미와 관계 정보를 더해, 신규 상품과 거래량이 적은 상품까지 정교하게 다룰 수 있는 기반을 설계해요.\\n- 팀은 머신러닝 엔지니어, 프로덕트 오너, 데이터 분석가로 구성되어 있고, 검색·추천팀의 고정 협업 담당자와 주간 회의로 호흡을 맞추며 작은 스타트업처럼 자율성을 갖고 일하고 있어요.\\n\\n# 합류하면 함께할 업무예요\\n- 상품 속성 체계 설계와 기준 정의 : 소비 유형, 가격대, 시즌성, 대체·보완 관계 등 상품을 분류하는 축과 기준선을 데이터로 정의해요. 어떤 변수와 임계값으로 상품을 나눌 때 모델이 가장 잘 활용할 수 있는지 분석으로 결정해요.\\n- 속성 유효성 검증 사이클 운영 : 정의한 속성이 클릭률 예측, 전환율 예측, 랭킹 모델 등에서 실제로 예측력을 가지는지 반복적으로 검증하고, 결과를 바탕으로 속성을 다듬어가요. 새로운 속성이 추가될 때마다 이 사이클이 반복돼요.\\n- 상품 간 관계 데이터 구축 : 함께 구매되는 패턴, 같은 검색에서 함께 클릭되는 패턴, 속성 유사도 등에서 대체재·보완재·변형 관계를 찾아내고, 각 관계의 신뢰도와 근거를 함께 정리해요.\\n- 실험 설계와 모델 관점의 해석 : 단계별 산출물의 임팩트를 검색·추천 A/B 테스트로 측정할 수 있도록 설계하고, 결과를 모델 관점에서 해석해 다음 작업의 우선순위에 반영해요.\\n- 검색·추천팀과의 협업 : 양팀 협업 담당자와 주간 회의에서 요구사항, 산출물 형태, 실험 결과를 맞춰가고, 우리 산출물이 실제 모델에 어떻게 쓰이는지까지 책임감 있게 살펴봐요.\\n\\n# 이런 분과 함께하고 싶어요\\n- SQL을 활용해 대규모 행동 로그에서 원하는 데이터를 자유롭게 추출하고 분석할 수 있는 분이 필요해요.\\n- 가설을 세워 A/B 테스트를 설계·검증하고, 결과를 다음 의사결정으로 연결한 경험이 있는 분이 필요해요.\\n- 추천, 검색, 랭킹, 타겟팅 등 머신러닝 모델의 피처 구조와 평가 방법을 이해하고, 분석 결과를 모델 관점에서 해석할 수 있는 분이면 좋아요.\\n- 피처 엔지니어링이나 피처 중요도 분석을 진행해본 경험이 있으면 좋아요.\\n- 정답이 정해지지 않은 분류 기준이나 체계를 데이터로 만들어본 경험(세그멘테이션, 군집화, 카테고리 설계 등)이 있으면 좋아요.\\n- 분류 체계(taxonomy), 관계 구조(ontology), 지식 그래프와 관련된 경험이나 이해가 있으면 좋아요.\\n- 대규모 언어 모델(LLM)이나 자연어 처리(NLP) 출력물의 품질을 평가해본 경험이 있으면 좋아요.\\n- 분석 결과를 단순 리포팅에서 끝내지 않고, 모델 피처와 알고리즘, 제품 의사결정에 반영되는 액션으로 연결해본 경험이 있으면 좋아요.\\n- 이커머스 도메인에서 상품, 카탈로그, 검색, 추천과 관련된 분석 경험이 있거나, 커머스 비즈니스에 강한 관심이 있는 분이면 좋아요.\\n\\n# 이력서는 이렇게 작성하시는 걸 추천해요\\n- 그동안 해오신 업무 중 임팩트 있었던 프로젝트를 구체적으로 적어주세요.\\n- 진행했던 프로젝트의 문제정의-가설설정-실험설계-검증-결과의 과정이 드러나면 좋아요.\\n- 분석 결과가 모델 피처, 알고리즘, 제품 의사결정에 반영된 사례가 있다면 그 연결 과정을 함께 적어주세요.\\n\\n# 토스로의 합류 여정 및 일정\\n- 서류 접수 \u003e 사전 과제(쿼리 테스트) \u003e 직무 인터뷰 \u003e 문화적합성 인터뷰 \u003e 레퍼런스 체크 \u003e 처우협의 \u003e 최종합격 및 입사\\n\\n꼭 확인해주세요!\\n- 사전 과제는 약 2시간 정도 소요되는 쿼리 테스트로, 5일 간의 응시 기간을 드리고 있어요.\\n- 사전 과제 합격 시 직무 인터뷰가 진행되며, 직무 인터뷰 중 라이브 쿼리 테스트가 진행될 수 있어요.\\n\\n# 함께할 동료를 위한 한마디\\n\u003e \\\"커머스 전체가 같은 언어로 상품을 이해하게 만드는 자리예요.\\\"\\n- 검색, 추천, 광고, 카탈로그를 모두 가로지르는 기반 데이터를 다루기 때문에, 한 도메인에 머무르지 않고 토스 커머스 전반에 영향을 미치는 일을 하게 돼요.\\n- 토스 커머스의 다음 단계를 여는 상품 이해 체계를 직접 설계하게 돼요. 글로벌 커머스 플랫폼들이 중앙 전담 조직으로 만들어온 영역을 토스에서 처음 시작하는 자리예요.\\n- 모든 산출물이 검색·추천 A/B 테스트로 바로 검증되기 때문에, 분석이 보고서로 끝나지 않고 검색 클릭률, 추천 클릭률, 광고 매출 같은 실제 비즈니스 지표로 임팩트가 연결돼요.\",\"isProspect\":false,\"isTopOfList\":false,\"employmentType\":\"정규직\",\"company\":\"토스\",\"subCategory\":\"Data Analysis\",\"mainCategory\":\"Data\",\"keywords\":[\"데이터분석\",\"검색\",\"제품분석\",\"SQL\",\"데이터시각화\"],\"searchKeywords\":[\"데이터\",\"Data\",\"DataAnalyst\",\"데이터분석\",\"빅데이터\",\"BigData\",\"SQL\",\"데이터핸들링\",\"데이터셋\",\"통계\",\"DataWarehouse\",\"A/BTest\",\"A/B테스트\",\"데이터마이닝\",\"DataVisualization\",\"datascience\",\" science\",\" ds\",\" modeling\",\" 모델링\"],\"additionalUrls\":[\"https://toss.im/career/article/toss-da\\",\\"https://toss.im/career/article/34287\\",\\"https://toss.im/career/article/Data\_Analytics\_Tribe\\"\],\\"applicationQuestions\\":\[{\\"id\\":\\"first\_name\\",\\"values\\":\[\],\\"required\\":true},{\\"id\\":\\"last\_name\\",\\"values\\":\[\],\\"required\\":true},{\\"id\\":\\"email\\",\\"values\\":\[\],\\"required\\":true},{\\"id\\":\\"phone\\",\\"values\\":\[\],\\"required\\":true},{\\"id\\":\\"resume\\",\\"values\\":\[\],\\"required\\":true},{\\"id\\":\\"cover\_letter\\",\\"values\\":\[\],\\"required\\":false},{\\"id\\":\\"question\_30921778003\\",\\"type\\":\\"재직중 회사 (Candidate Profile)\",\"values\":[],\"required\":false},{\"id\":\"question_30921779003\",\"type\":\"현재 직무명 (Candidate Profile)\",\"values\":[],\"required\":false},{\"id\":\"question_30921780003\",\"type\":\"경력 정보 (json)\",\"values\":[],\"required\":false},{\"id\":\"question_30921781003\",\"type\":\"채용 공고를 접한 경로\",\"values\":[{\"label\":\"외부 행사 (컨퍼런스, 채용설명회 등)\",\"value\":163271955003},{\"label\":\"지인 추천\",\"value\":163271956003},{\"label\":\"채용담당자 연락\",\"value\":163271957003},{\"label\":\"채용 플랫폼 (잡코리아, 원티드, 리멤버 등)\",\"value\":163271958003},{\"label\":\"토스 SNS 채널 (유튜브, 토스피드, 링크드인 등)\",\"value\":163271959003},{\"label\":\"토스 채용 광고\",\"value\":163271960003},{\"label\":\"포털 검색\",\"value\":163271961003}],\"required\":true},{\"id\":\"question_30921782003\",\"type\":\"기타 서류\",\"values\":[],\"required\":false},{\"id\":\"question_30921783003\",\"type\":\"링크\",\"values\":[],\"required\":false},{\"id\":\"question_30921784003\",\"values\":[{\"label\":\"동의\",\"value\":163271962003},{\"label\":\"거부\",\"value\":163271963003}],\"required\":false},{\"id\":\"question_30921785003\",\"values\":[{\"label\":\"동의\",\"value\":163271964003},{\"label\":\"거부\",\"value\":163271965003}],\"required\":false},{\"id\":\"question_30921786003\",\"values\":[{\"label\":\"동의\",\"value\":163271966003},{\"label\":\"거부\",\"value\":163271967003}],\"required\":false},{\"id\":\"question_30921787003\",\"values\":[{\"label\":\"동의\",\"value\":163271968003},{\"label\":\"거부\",\"value\":163271969003}],\"required\":false},{\"id\":\"question_30921788003\",\"values\":[],\"required\":false},{\"id\":\"question_30921789003\",\"values\":[],\"required\":false},{\"id\":\"question_30921790003\",\"values\":[{\"label\":\"동의\",\"value\":163271970003},{\"label\":\"거부\",\"value\":163271971003}],\"required\":false}],\"customApplicationQuestions\":[{\"type\":\"text\",\"name\":\"first_name\",\"placeholder\":\"\",\"label\":\"이름\",\"additionalDescription\":[],\"required\":true,\"valueType\":\"string\"},{\"type\":\"email\",\"name\":\"email\",\"label\":\"이메일\",\"placeholder\":\"\",\"additionalDescription\":[],\"required\":true,\"valueType\":\"string\"},{\"type\":\"phone\",\"placeholder\":\"\",\"name\":\"phone\",\"label\":\"전화번호\",\"additionalDescription\":[],\"required\":true,\"valueType\":\"string\"},{\"type\":\"file\",\"name\":\"resume\",\"label\":\"이력서 및 경력기술서\",\"placeholder\":\"이력서 및 경력기술서 첨부 (PDF 권장)\",\"additionalDescription\":[{\"color\":\"grey600\",\"text\":\"* 파일은 최대 50MB까지 업로드하실 수 있습니다.\"},{\"color\":\"blue500\",\"text\":\"* 지원하기 페이지에서 오류가 발생할 경우 이력서와 포트폴리오를 합한 파일 용량이 50mb를 넘지 않도록 설정 후 지원을 완료해주시길 바랍니다.\"},{\"color\":\"grey600\",\"text\":\"* 이력서 및 경력기술서는 자유양식이며, 한 개의 파일로 통합하여 제출해주세요.\"}],\"required\":true,\"valueType\":\"string\"},{\"type\":\"file\",\"name\":\"cover_letter\",\"label\":\"포트폴리오 (선택사항)\",\"placeholder\":\"포트폴리오 첨부 (PDF 권장)\",\"additionalDescription\":[],\"required\":false,\"valueType\":\"string\"},{\"name\":\"question_30921778003\",\"required\":false,\"type\":\"latestCompany\",\"options\":[],\"valueType\":\"string\",\"placeholder\":\"\",\"label\":\"재직중 회사 (Candidate Profile)\",\"additionalDescription\":\"\",\"group\":\"\"},{\"name\":\"question_30921779003\",\"required\":false,\"type\":\"latestTitle\",\"options\":[],\"valueType\":\"string\",\"placeholder\":\"\",\"label\":\"현재 직무명 (Candidate Profile)\",\"additionalDescription\":\"\",\"group\":\"\"},{\"name\":\"question_30921780003\",\"required\":false,\"type\":\"career\",\"options\":[],\"valueType\":\"string\",\"placeholder\":\"\",\"label\":\"경력 정보 (json)\",\"additionalDescription\":\"\",\"group\":\"\"},{\"name\":\"question_30921781003\",\"required\":true,\"type\":\"select\",\"options\":[{\"label\":\"외부 행사 (컨퍼런스, 채용설명회 등)\",\"value\":163271955003},{\"label\":\"지인 추천\",\"value\":163271956003},{\"label\":\"채용담당자 연락\",\"value\":163271957003},{\"label\":\"채용 플랫폼 (잡코리아, 원티드, 리멤버 등)\",\"value\":163271958003},{\"label\":\"토스 SNS 채널 (유튜브, 토스피드, 링크드인 등)\",\"value\":163271959003},{\"label\":\"토스 채용 광고\",\"value\":163271960003},{\"label\":\"포털 검색\",\"value\":163271961003}],\"valueType\":\"string\",\"placeholder\":\"\",\"label\":\"채용 공고를 접한 경로\",\"additionalDescription\":\"\",\"group\":\"\"},{\"name\":\"question_30921782003\",\"required\":false,\"type\":\"file\",\"options\":[],\"valueType\":\"string\",\"placeholder\":\"파일 첨부 (최대 50MB의 pdf만 첨부할 수 있어요)\",\"label\":\"기타 서류\",\"additionalDescription\":\"\",\"group\":\"\"},{\"name\":\"question_30921783003\",\"required\":false,\"type\":\"text\",\"options\":[],\"valueType\":\"string\",\"placeholder\":\"https://\",\"label\":\"링크\",\"additionalDescription\":[{\"text\":\"자신을 드러낼 수 있는 개인 블로그나 github 링크 등을 자유롭게 입력해주세요.\",\"color\":\"blue500\"}],\"group\":\"\"},{\"name\":\"question_30921784003\",\"required\":false,\"type\":\"agreeToPersonal\",\"options\":[{\"label\":\"동의\",\"value\":163271962003},{\"label\":\"거부\",\"value\":163271963003}],\"valueType\":\"string\",\"placeholder\":\"\",\"label\":\"1. 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