{"id":2747881,"url":"https://alion.io/job/zhihuiya-com-senior-nlp-engineerj12093","title":"Senior NLP Engineer(J12093)","company":{"id":2521494,"name":"zhihuiya.com","domain":"zhihuiya.com","url":"https://alion.io/company/zhihuiya","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Beisen","truth_index":{"grade":"C","score":63,"open_postings":16,"ghost_share":0.625,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-21T05:46:15Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Singapore"],"countries":["SG"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":62000,"max_usd":131000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":28},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Knowledge Graph","optional":false},{"name":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"NER","optional":false},{"name":"NLP","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2024-09-12T15:32:30Z","employer_posted_date":"2026-10-16","last_verified_at":"2026-10-21T16:12:36Z","board_verified":true,"closed_at":null,"days_open":769,"trust":{"level":"ghost","repost_count":0,"flags":["stale","company_stale"],"days_open":768},"description":"岗位职责 / Responsibilities\nUtilise natural language processing, machine learning, and data mining\ntechnologies to build models to achieve business objectives\nProficient in using NER and relationship extraction to solve business\nproblems\nStudy and transform various kind of structured and unstructured data\nOrganising data in to usable formats\nEnhancing the data collection process\nCreate visualisations of data\nAnalysing unstructured data using basic NLP techniques and extract\nimportant fields\nDevelop NLP systems according to requirements\nPerform statistical analysis of results and refine models\nRemain updated in the rapidly changing field of machine learning\nDeploy models, optimise inference speed, and processing big data\n任职要求 / Requirements\nRequirements\nFamiliar with at least one field among ML, NLP, Knowledge Graph,\nLLM， and up-to-date with industry and academic progress\nSolid foundation in algorithms and have passion for technology\ndevelopment and application\nProficient in programming languages such as Python, and has a good\ngrasp of deep learning frameworks like PyTorch, and TensorFlow\nFamiliar with name entity recognition and relationship extraction\nExperience in optimising pre-trained models, such as bert and gpt-\nbased\npapers published in ACL/AAAI/KDD/NIPS/CVPR and other conferences","description_format":"text","description_chars":1304,"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":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","AI Agents"],"lifecycle":[{"event":"open","at":"2026-10-16T23:02:47Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.138,"p_room":0.28,"age_days":768,"expected_fill_days":27,"reasons":["conf:0","stale_co","ghost","win:tail","crowd:"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/zhihuiya-com-senior-nlp-engineerj12093","json_url":"https://alion.io/job/zhihuiya-com-senior-nlp-engineerj12093.json","meta":{"generated_at":"2026-10-21T19:02:48Z","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":26984,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":2521494},"rest":"https://alion.io/mcp/rest/get_company?id=2521494"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fzhihuiya-com-senior-nlp-engineerj12093"},{"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%2Fzhihuiya-com-senior-nlp-engineerj12093"},{"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%2Fzhihuiya-com-senior-nlp-engineerj12093"},{"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/zhihuiya-com-senior-nlp-engineerj12093\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fzhihuiya-com-senior-nlp-engineerj12093"}]}