{"id":1477037,"url":"https://alion.io/job/hundersoft-uiribeshugongchengshikitajingueumi","title":"推理部署工程师（北京上海）","company":{"id":180498,"name":"ThunderSoft","domain":"thundersoft.com","url":"https://alion.io/company/thundersoft","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Feishu","truth_index":{"grade":"D","score":40,"open_postings":85,"ghost_share":1,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-11-01T06:10:25Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Beijing, China"],"countries":["CN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"Grafana","optional":false},{"name":"NLP","optional":false},{"name":"ONNX","optional":false},{"name":"Prometheus","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false}],"status":"live","first_seen_at":"2025-09-23T12:59:25Z","employer_posted_date":"2026-09-29","last_verified_at":"2026-11-01T14:37:29Z","board_verified":true,"closed_at":null,"days_open":404,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":403},"description":"岗位职责 / Responsibilities\n1 负责AI模型在生产环境中的高效推理部署，优化模型推理性能（延迟、吞吐量、资源利用率等）。\n2 设计并实现分布式推理架构，支持高并发、低延迟的实时推理服务。\n3 与算法团队协作，完成模型压缩、量化、剪枝等优化，提升模型在边缘端/云端部署的可行性。\n4 监控推理服务稳定性，定位并解决线上性能瓶颈和故障问题。\n5 探索新兴推理框架（如TensorRT、ONNX Runtime等）在生产环境的应用落地。\n任职要求 / Requirements\n1 精通Python/C++，熟悉深度学习框架（PyTorch/TensorFlow），了解模型部署全流程（训练→优化→部署）。\n2 熟悉Linux系统调优、Docker容器化、Kubernetes集群管理。\n3 具备分布式系统设计经验，熟悉RPC、消息队列等技术。\n4 了解GPU/TPU加速推理原理，掌握CUDA/OpenCL等并行计算技术。\n工程能力\n1 有大规模AI模型推理服务落地经验（如推荐系统、NLP、CV等场景）。\n2 熟悉模型监控工具（Prometheus、Grafana）及日志分析（ELK）。\n3 具备A/B测试、灰度发布等工程实践经验。","description_format":"text","description_chars":526,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Chinese","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Embedded & Electronics Design","AR & VR Software","IT Service & Asset Management"],"lifecycle":[{"event":"open","at":"2026-09-29T19:05:14Z"}],"visa":[],"liveness":{"score":2,"band":"cold","label":"Long shot","p_open":1,"p_active":0.076,"p_room":0.28,"age_days":403,"expected_fill_days":23,"reasons":["conf:3","stale_co","velocity","ghost","win:tail","crowd:brand"],"computed_at":"2026-11-01T06:10:25Z"},"pay":null,"html_url":"https://alion.io/job/hundersoft-uiribeshugongchengshikitajingueumi","json_url":"https://alion.io/job/hundersoft-uiribeshugongchengshikitajingueumi.json","meta":{"generated_at":"2026-11-01T18:35:30Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":28377,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":180498},"rest":"https://alion.io/mcp/rest/get_company?id=180498"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fhundersoft-uiribeshugongchengshikitajingueumi"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fhundersoft-uiribeshugongchengshikitajingueumi"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fhundersoft-uiribeshugongchengshikitajingueumi"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/hundersoft-uiribeshugongchengshikitajingueumi\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fhundersoft-uiribeshugongchengshikitajingueumi"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1477037}},{"tool":"search_jobs","arguments":{"company":"thundersoft.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1477037},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"}}