{"schema_version":"onlylabs.public_signal.v1","title":"GMI Cloud Job: Infra Engineer - SRE (Kubernetes)","description":"GMI Cloud job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee","json_url":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee/signal.json","generated_at":"2026-06-11T01:41:51.60276+00:00","org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/gmi-cloud","dossier_json_url":"https://onlylabs.fyi/labs/gmi-cloud/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee","signal_json":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee/signal.json","source":"https://www.gmicloud.ai/en/company/career","lab_dossier":"https://onlylabs.fyi/labs/gmi-cloud","lab_dossier_json":"https://onlylabs.fyi/labs/gmi-cloud/dossier.json","analysis":"https://onlylabs.fyi/analysis/gmi-cloud","analysis_json":"https://onlylabs.fyi/analysis/gmi-cloud/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/gmi-cloud/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"GMI Cloud opened Infra Engineer - SRE (Kubernetes) (United States). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location United States · Routine job listing. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://www.gmicloud.ai/en/company/career","source_host":"gmicloud.ai","occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source","context":"United States"},"context_markers":[{"label":"Lab","value":"GMI Cloud","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"gmicloud.ai","source":"source"},{"label":"Location","value":"United States","source":"signal"},{"label":"ATS","value":"agent","source":"source"},{"label":"Notability","value":"Routine job listing","source":"signal"},{"label":"Watch term","value":"Infrastructure","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://www.gmicloud.ai/en/company/career"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:41:51.60276+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee/signal.json","dossier_json":"https://onlylabs.fyi/labs/gmi-cloud/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/gmi-cloud/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/gmi-cloud/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/6e007c13-fd70-43c7-ae89-b247d26caaee/signal.json","required":true},{"label":"source","url":"https://www.gmicloud.ai/en/company/career","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/gmi-cloud/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/gmi-cloud/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","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 GMI Cloud's job signal \"Infra Engineer - SRE (Kubernetes)\" for neocloud strategy."},"semantic_triples":[{"subject":"GMI Cloud","predicate":"opened","object":"role Infra Engineer - SRE (Kubernetes)","text":"GMI Cloud opened role Infra Engineer - SRE (Kubernetes)."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"is classified as","object":"job signal","text":"Infra Engineer - SRE (Kubernetes) is classified as job signal."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"belongs to","object":"hiring desk","text":"Infra Engineer - SRE (Kubernetes) belongs to hiring desk."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has context","object":"United States","text":"Infra Engineer - SRE (Kubernetes) has context United States."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Infra Engineer - SRE (Kubernetes) has evidence coverage 1 captured evidence page."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has captured page count","object":"1","text":"Infra Engineer - SRE (Kubernetes) has captured page count 1."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has readable page count","object":"1","text":"Infra Engineer - SRE (Kubernetes) has readable page count 1."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has related signal count","object":"6","text":"Infra Engineer - SRE (Kubernetes) has related signal count 6."},{"subject":"Infra Engineer - SRE (Kubernetes)","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":"Infra Engineer - SRE (Kubernetes) has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has source host","object":"gmicloud.ai","text":"Infra Engineer - SRE (Kubernetes) has source host gmicloud.ai."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has lab","object":"GMI Cloud","text":"Infra Engineer - SRE (Kubernetes) has lab GMI Cloud."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has signal desk","object":"hiring","text":"Infra Engineer - SRE (Kubernetes) has signal desk hiring."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has source host","object":"gmicloud.ai","text":"Infra Engineer - SRE (Kubernetes) has source host gmicloud.ai."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has location","object":"United States","text":"Infra Engineer - SRE (Kubernetes) has location United States."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has ats","object":"agent","text":"Infra Engineer - SRE (Kubernetes) has ats agent."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has notability","object":"Routine job listing","text":"Infra Engineer - SRE (Kubernetes) has notability Routine job listing."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has watch term","object":"Infrastructure","text":"Infra Engineer - SRE (Kubernetes) has watch term Infrastructure."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has watch term","object":"Agents and tool use","text":"Infra Engineer - SRE (Kubernetes) has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"hiring","answer":"GMI Cloud opened Infra Engineer - SRE (Kubernetes) (United States). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location United States · Routine job listing. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"GMI Cloud","predicate":"opened","object":"role Infra Engineer - SRE (Kubernetes)","text":"GMI Cloud opened role Infra Engineer - SRE (Kubernetes)."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"is classified as","object":"job signal","text":"Infra Engineer - SRE (Kubernetes) is classified as job signal."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"belongs to","object":"hiring desk","text":"Infra Engineer - SRE (Kubernetes) belongs to hiring desk."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has context","object":"United States","text":"Infra Engineer - SRE (Kubernetes) has context United States."},{"subject":"Infra Engineer - SRE (Kubernetes)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Infra Engineer - SRE (Kubernetes) has evidence coverage 1 captured evidence page."}]},"signal":{"id":"6e007c13-fd70-43c7-ae89-b247d26caaee","url":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee","json_url":"https://onlylabs.fyi/signals/6e007c13-fd70-43c7-ae89-b247d26caaee/signal.json","source_url":"https://www.gmicloud.ai/en/company/career","title":"Infra Engineer - SRE (Kubernetes)","summary":"GMI Cloud opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"United States","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source","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://www.gmicloud.ai/en/company/career"]},"facets":{"location":"United States","ats":"agent"},"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":{"url":"https://www.gmicloud.ai/en/company/career","final_url":"https://www.gmicloud.ai/en/company/career","title":"Technical Program Manager (TPM)","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:41:51.60276+00:00","bytes":97123,"raw_path":"369b2709b7df0a4aad393ff6bb2728f90d5644a5114ca0ace689c19ebb179df8.html","content_hash":"352de8f9aeb78ccc0893eb38ebc238152aa399e2e56879614af5d584c9391491","excerpt_chars":1200,"truncated":false,"excerpt":"Careers at GMI Cloud - Build the Infrastructure Behind Production AI Build the Infrastructure Behind Production AI Join GMI Cloud and help shape the future of inference-optimized AI infrastructure. We are building a full-stack AI infrastructure platform designed for real-world production systems. Our work sits at the intersection of GPU systems, distributed infrastructure, and large-scale AI inference. Careers Solutions Architect US Sales Mountain View, CA Read more Inference Engine Product Manager Marketing Mountain View, CA Read more Product Management Operations Marketing Mountain View, CA Read more Technical Program Manager (TPM) Engineering Mountain View, CA Read more Infra Engineer - SRE (Kubernetes) Infra United States Read more Talent Acquisition Partner HR Mountain View, CA Read more BD Manager, Inference Engine Marketing Mountain View, CA Read more Machine Learning Engineer Engineering Mountain View, CA Read more Machine Learning Engineer (LLM Inference) Engineering Mountain View, CA Read more Content & Growth Marketer Marketing Mountain View, CA Read more"},"evidence_pages":[{"url":"https://www.gmicloud.ai/en/company/career","final_url":"https://www.gmicloud.ai/en/company/career","title":"Technical Program Manager (TPM)","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:41:51.60276+00:00","bytes":97123,"raw_path":"369b2709b7df0a4aad393ff6bb2728f90d5644a5114ca0ace689c19ebb179df8.html","content_hash":"352de8f9aeb78ccc0893eb38ebc238152aa399e2e56879614af5d584c9391491","excerpt_chars":1200,"truncated":false,"excerpt":"Careers at GMI Cloud - Build the Infrastructure Behind Production AI Build the Infrastructure Behind Production AI Join GMI Cloud and help shape the future of inference-optimized AI infrastructure. We are building a full-stack AI infrastructure platform designed for real-world production systems. Our work sits at the intersection of GPU systems, distributed infrastructure, and large-scale AI inference. Careers Solutions Architect US Sales Mountain View, CA Read more Inference Engine Product Manager Marketing Mountain View, CA Read more Product Management Operations Marketing Mountain View, CA Read more Technical Program Manager (TPM) Engineering Mountain View, CA Read more Infra Engineer - SRE (Kubernetes) Infra United States Read more Talent Acquisition Partner HR Mountain View, CA Read more BD Manager, Inference Engine Marketing Mountain View, CA Read more Machine Learning Engineer Engineering Mountain View, CA Read more Machine Learning Engineer (LLM Inference) Engineering Mountain View, CA Read more Content & Growth Marketer Marketing Mountain View, CA Read more"}],"related_signals":[{"id":"01212c7c-fc16-4993-af32-661ef7e4fa53","url":"https://onlylabs.fyi/signals/01212c7c-fc16-4993-af32-661ef7e4fa53","source_url":"https://www.gmicloud.ai/en/company/career","title":"Technical Program Manager (TPM)","context":"Mountain View, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"},{"id":"b727b89e-67f4-41a4-aa10-050244e138fb","url":"https://onlylabs.fyi/signals/b727b89e-67f4-41a4-aa10-050244e138fb","source_url":"https://www.gmicloud.ai/en/company/career","title":"Solutions Architect","context":"US","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"},{"id":"42189793-dcb7-465f-b283-e15bb5d0eebf","url":"https://onlylabs.fyi/signals/42189793-dcb7-465f-b283-e15bb5d0eebf","source_url":"https://www.gmicloud.ai/en/company/career","title":"Talent Acquisition Partner","context":"Mountain View, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"},{"id":"736466c1-23a9-4bfd-b601-03c3ca510f3d","url":"https://onlylabs.fyi/signals/736466c1-23a9-4bfd-b601-03c3ca510f3d","source_url":"https://www.gmicloud.ai/en/company/career","title":"Inference Engine Product Manager","context":"Mountain View, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"},{"id":"6a3195d0-ff6f-434f-b350-0176d8c2fdbb","url":"https://onlylabs.fyi/signals/6a3195d0-ff6f-434f-b350-0176d8c2fdbb","source_url":"https://www.gmicloud.ai/en/company/career","title":"BD Manager, Inference Engine","context":"Mountain View, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"},{"id":"7505458e-00c1-4199-a663-f874d994e06f","url":"https://onlylabs.fyi/signals/7505458e-00c1-4199-a663-f874d994e06f","source_url":"https://www.gmicloud.ai/en/company/career","title":"Machine Learning Engineer (LLM Inference)","context":"Mountain View, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"gmi-cloud","name":"GMI Cloud","category":"neocloud"},"occurred_at":"2026-06-05T22:36:36.045+00:00","first_seen_at":"2026-06-05T22:32:14.29921+00:00","date_source":"source"}]}