{"schema_version":"onlylabs.public_signal.v1","title":"LG AI Research (EXAONE) Job: Research Scientist - Structured data modeling","description":"LG AI Research (EXAONE) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d","json_url":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d/signal.json","generated_at":"2026-06-26T23:17:33.648Z","evidence_latest_fetched_at":"2026-06-22T07:04:26.975563+00:00","signal_first_seen_at":"2026-06-22T07:00:22.687212+00:00","org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/lg-ai","dossier_json_url":"https://onlylabs.fyi/labs/lg-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d","signal_json":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d/signal.json","source":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","lab_dossier":"https://onlylabs.fyi/labs/lg-ai","lab_dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/lg-ai","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"LG AI Research (EXAONE) opened Research Scientist - Structured data modeling (Gangseo-gu, Seoul, South Korea). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Gangseo-gu, Seoul, South Korea · Routine job posting, not a release or repo.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","source_host":"job-boards.greenhouse.io","occurred_at":"2026-06-22T05:06:31+00:00","first_seen_at":"2026-06-22T07:00:22.687212+00:00","date_source":"greenhouse.updated_at","context":"Gangseo-gu, Seoul, South Korea"},"context_markers":[{"label":"Lab","value":"LG AI Research (EXAONE)","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"job-boards.greenhouse.io","source":"source"},{"label":"Location","value":"Gangseo-gu, Seoul, South Korea","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting, not a release or repo.","source":"signal"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-22T07:04:26.975563+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d/signal.json","dossier_json":"https://onlylabs.fyi/labs/lg-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/lg-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/lg-ai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","evidence_focus":["role title","team or function","location","job description","data, eval, infra, safety, product, and GTM terms"],"extraction_questions":["Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Which roles imply data, evaluation, infrastructure, or platform spend?","Which labs have hiring signals without a fresh standing analysis?"],"signal_questions":["What demand signal does this role create for teams, locations, infrastructure, evals, or data workflows?","Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Do the 6 related job signals show a repeated pattern?"],"output_fields":["org","team","location","role_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/lg-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/lg-ai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze LG AI Research (EXAONE)'s job signal \"Research Scientist - Structured data modeling\" for neolab strategy."},"semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"opened","object":"role Research Scientist - Structured data modeling","text":"LG AI Research (EXAONE) opened role Research Scientist - Structured data modeling."},{"subject":"Research Scientist - Structured data modeling","predicate":"is classified as","object":"job signal","text":"Research Scientist - Structured data modeling is classified as job signal."},{"subject":"Research Scientist - Structured data modeling","predicate":"belongs to","object":"hiring desk","text":"Research Scientist - Structured data modeling belongs to hiring desk."},{"subject":"Research Scientist - Structured data modeling","predicate":"has context","object":"Gangseo-gu, Seoul, South Korea","text":"Research Scientist - Structured data modeling has context Gangseo-gu, Seoul, South Korea."},{"subject":"Research Scientist - Structured data modeling","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Research Scientist - Structured data modeling has evidence coverage 1 captured evidence page."},{"subject":"Research Scientist - Structured data modeling","predicate":"has captured page count","object":"1","text":"Research Scientist - Structured data modeling has captured page count 1."},{"subject":"Research Scientist - Structured data modeling","predicate":"has readable page count","object":"1","text":"Research Scientist - Structured data modeling has readable page count 1."},{"subject":"Research Scientist - Structured data modeling","predicate":"has related signal count","object":"6","text":"Research Scientist - Structured data modeling has related signal count 6."},{"subject":"Research Scientist - Structured data modeling","predicate":"has analysis playbook objective","object":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","text":"Research Scientist - Structured data modeling has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Research Scientist - Structured data modeling","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Research Scientist - Structured data modeling has source host job-boards.greenhouse.io."},{"subject":"Research Scientist - Structured data modeling","predicate":"has lab","object":"LG AI Research (EXAONE)","text":"Research Scientist - Structured data modeling has lab LG AI Research (EXAONE)."},{"subject":"Research Scientist - Structured data modeling","predicate":"has signal desk","object":"hiring","text":"Research Scientist - Structured data modeling has signal desk hiring."},{"subject":"Research Scientist - Structured data modeling","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Research Scientist - Structured data modeling has source host job-boards.greenhouse.io."},{"subject":"Research Scientist - Structured data modeling","predicate":"has location","object":"Gangseo-gu, Seoul, South Korea","text":"Research Scientist - Structured data modeling has location Gangseo-gu, Seoul, South Korea."},{"subject":"Research Scientist - 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This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Gangseo-gu, Seoul, South Korea · Routine job posting, not a release or repo.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"LG AI Research (EXAONE)","predicate":"opened","object":"role Research Scientist - Structured data modeling","text":"LG AI Research (EXAONE) opened role Research Scientist - Structured data modeling."},{"subject":"Research Scientist - Structured data modeling","predicate":"is classified as","object":"job signal","text":"Research Scientist - Structured data modeling is classified as job signal."},{"subject":"Research Scientist - Structured data modeling","predicate":"belongs to","object":"hiring desk","text":"Research Scientist - Structured data modeling belongs to hiring desk."},{"subject":"Research Scientist - Structured data modeling","predicate":"has context","object":"Gangseo-gu, Seoul, South Korea","text":"Research Scientist - Structured data modeling has context Gangseo-gu, Seoul, South Korea."},{"subject":"Research Scientist - Structured data modeling","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Research Scientist - Structured data modeling has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c613c7e6-2a3d-4c68-a850-985ef849fa3d","url":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d","json_url":"https://onlylabs.fyi/signals/c613c7e6-2a3d-4c68-a850-985ef849fa3d/signal.json","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","title":"Research Scientist - Structured data modeling","summary":"LG AI Research (EXAONE) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-22T05:06:31+00:00","first_seen_at":"2026-06-22T07:00:22.687212+00:00","date_source":"greenhouse.updated_at","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005"]},"facets":{"location":"Gangseo-gu, Seoul, South Korea","ats":"greenhouse"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","final_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708013005","title":"Research Scientist - Structured data modeling","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-22T07:04:26.975563+00:00","bytes":45529,"raw_path":"5f23c692910b93f6b420b7c08dbae1f210b35d4950d966cc35e2a4444c6f0a01.html","content_hash":"87697dc880fcad22f2aa3042665bee3f22da8df6d087fb334469247bf27996ef","excerpt_chars":1200,"truncated":true,"excerpt":"LG AI Research의 Research Scientist - Structured data modeling 직무 입사 지원서 채용 정보로 돌아가기 신규 Research Scientist - Structured data modeling Gangseo-gu, Seoul, South Korea 팀 소개 Data Intelligence Lab은 최신 Deep Learning 알고리즘을 연구/개발하여 고도화 된 데이터 분석 및 예측과 복잡한 데이터의 최적화를 수행합니다. 이를 통해 산업에 적용할 수 있는 실용적 기술을 통해 그룹의 다양한 사업적 난제를 해결하고, 업무 효율화 및 생산성 향상, 제품 기능 개선을 추진합니다. Tabular data는 제조, 금융, 의료, 물류 등 대부분의 산업에서 핵심적으로 사용되지만, 이미지·텍스트 영역에 비해 foundation model의 표준적인 구조나 활용 방식은 아직 정립되어 있지 않습니다.OO Tech Cell은 자체 Tabular Foundation Model을 연구·개발하며, 다양한 산업 데이터에서 잘 일반화되고, 설명 가능하며, 실제 제품으로 확장 가능한 모델을 만드는 것을 목표로 하고 있습니다. 저희와 함께하게 된다면, 모델 구조를 이해하고 개선하며, 실제 사용 환경에서 필요한 연구 문제를 정의하고 검증하는 Applied Researcher로서 역할하고 성장하실 수 있습니다. 수행 업무 Tabular Foundation Model의 구조·학습 방식·추론 메커니즘을 분석하고 개선 다양한 tabular dataset에서 성능을 평가하고 failure case를 분석해 개선 가설 도출 (accuracy뿐 아니라 calibration·robustness·uncertainty·latency·memory 함께 고려) Explainability / interpretability 기능 연구 (feature importance, local / global / cohort 설명, SHAP 계열) LLM·멀티모달과 tabular model을 결합하는 방식 연구 (자연어 질의, 예측 결과 요약, explanation-to-report, agent workflow 연동) 연구 결과를 실험·기술 문서·논문·제품 요구사항 형태로 정리하고, 엔지니어링팀과 협업해 실제 API / 제품에 반영 지원자격 관련 분야 석사 학위 취득 후 2년 이상의 실무 경험 또는 관련 분야 박사 학위 소지자 딥러닝..."},"evidence_pages":[],"related_signals":[{"id":"0f2f832e-d225-4bd0-9476-0341e12ff9d0","url":"https://onlylabs.fyi/signals/0f2f832e-d225-4bd0-9476-0341e12ff9d0","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4608205005","title":"AI R&D 전략·정부과제 기획 담당자","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-25T06:03:05+00:00","first_seen_at":"2026-06-25T07:00:21.150814+00:00","date_source":"greenhouse.updated_at"},{"id":"c125e381-388d-4a7a-809d-3f9abcc08641","url":"https://onlylabs.fyi/signals/c125e381-388d-4a7a-809d-3f9abcc08641","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4709362005","title":"Research Scientist - Drug Discovery","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-25T05:02:13+00:00","first_seen_at":"2026-06-25T07:00:21.150814+00:00","date_source":"greenhouse.updated_at"},{"id":"df207c29-1bbf-47ac-b340-257638c556b3","url":"https://onlylabs.fyi/signals/df207c29-1bbf-47ac-b340-257638c556b3","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708924005","title":"Research Scientist - Physical AI & Robot Foundation Models","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-24T10:11:56+00:00","first_seen_at":"2026-06-25T07:00:21.150814+00:00","date_source":"greenhouse.updated_at"},{"id":"bd98e688-e4f8-40c4-8252-d52ec6a4ee1f","url":"https://onlylabs.fyi/signals/bd98e688-e4f8-40c4-8252-d52ec6a4ee1f","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708922005","title":"[독자 AI 파운데이션 모델 개발] Reinforcement Learning Research/Engineering Internship","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-24T09:20:48+00:00","first_seen_at":"2026-06-25T07:00:21.150814+00:00","date_source":"greenhouse.updated_at"},{"id":"1cdad929-a4a5-4afc-b805-4efd7170d368","url":"https://onlylabs.fyi/signals/1cdad929-a4a5-4afc-b805-4efd7170d368","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4024293005","title":"NLP 개발인턴","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-24T00:59:33+00:00","first_seen_at":"2026-06-05T20:58:46.903695+00:00","date_source":"greenhouse.updated_at"},{"id":"7828c2e6-72fd-4bc8-bba7-61e4602c3ba7","url":"https://onlylabs.fyi/signals/7828c2e6-72fd-4bc8-bba7-61e4602c3ba7","source_url":"https://job-boards.greenhouse.io/lgairesearch/jobs/4708436005","title":"사업 행정업무 지원(계약직)","context":"Gangseo-gu, Seoul, South Korea","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"lg-ai","name":"LG AI Research (EXAONE)","category":"neolab"},"occurred_at":"2026-06-23T04:18:03+00:00","first_seen_at":"2026-06-23T07:00:23.062609+00:00","date_source":"greenhouse.updated_at"}]}