{"id":1185767,"url":"https://alion.io/job/aiwanmobile-107-iliaofenxishujugongchengshi","title":"I107 資料分析/數據工程師","company":{"id":1952810,"name":"Taiwanmobile","domain":"taiwanmobile.com","url":"https://alion.io/company/taiwanmobile","size_band":null,"is_staffing_agency":false,"is_intermediary":false,"listed_via":null,"ats_vendor":"Career site","truth_index":null},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Taipei, Taiwan"],"countries":["TW"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":42000,"max_usd":114000,"period":"year","method":null,"sample_n":2817},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Docker","optional":false},{"name":"GCP","optional":false},{"name":"LLM","optional":false},{"name":"Pandas","optional":false},{"name":"PyTorch","optional":false},{"name":"Scikit-learn","optional":false},{"name":"SQL","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-09-24T14:44:36Z","employer_posted_date":"2026-09-24","last_verified_at":"2026-09-24T14:47:07Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"工作內容\n工作內容\n參與資料倉儲需求開發、資料分析/應用、大數據應用之專案開發與系統維運 :\nA. 資料工程：\n1.負責資料擷取及處理之ETL開發及維運\n2.負責通路報表系統優化\n3.通路業績日月報相關需求開發與維運\n4.雲端通路即時戰報相關需求開發與維運\nB. ML/DL建模：\n1.負責模型特徵及機器學習模型之ETL開發及維運\n2.訓練與優化機器學習或深度學習模型，提高準確度與效率\n3.監控模型表現，並進行更新與迭代\n4.進行資料預處理與特徵工程，並設計、開發與部署機器學習模型，解決業務問題\n條件要求\n必備技能\nA. 資料工程：\n1.具備資料倉儲ETL開發技能\n2.具備SQL程式後端開發技能\n3.具備BI Report開發經驗\nB. ML/DL建模：\n1.具備ML/DL/AI實務經驗\n2.熟悉Python 與相關機器學習框架及套件 (如：TensorFlow、PyTorch、Scikit-learn、Pandas、NumPy等)\n3.熟悉常見的機器學習與深度學習演算法 (如：回歸、分類、聚類、CNN、RNN、Transformer等)\n4.具備模型部署與優化經驗\n5.具備CI/CD/Docker/MLOps 知識\n6.具備PostgreSQL 或 SQL Server等資料庫開發經驗\n加分條件\nA. 資料工程\n1.具備Trinity ETL開發經驗\n2.具備Teradata SQL開發經驗\n3.具備SQL Server Reporting Service報表開發經驗\n4.具備Azure PowerBI報表開發經驗\n5.具備SAP BOE開發經驗\n6.具備Python後端開發經驗\n7.善用 AI coding tools 加速開發並提升品質的經驗\nB. ML/DL建模\n1.具備生成式 AI (如 LLM) 的相關知識\n2.具備雲端平台 (AWS/GCP/Azure) 的相關知識\n3.熟悉BOE或Tableau等視覺化分析工具\n4.參與過開源機器學習專案或發表相關論文\n5.具備電信、金融或其他特定應用領域知識\n6.善用 AI coding tools 加速開發並提升品質的經驗\nC. 具備英文聽/說/讀/寫基本能力，有多益(TOEIC)聽讀550分以上尤佳","description_format":"text","description_chars":942,"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":[],"lifecycle":[{"event":"open","at":"2026-09-24T14:44:36Z"}],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":20,"reasons":["conf:3","win:early"],"computed_at":"2026-09-24T18:21:21Z"},"pay":null,"html_url":"https://alion.io/job/aiwanmobile-107-iliaofenxishujugongchengshi","json_url":"https://alion.io/job/aiwanmobile-107-iliaofenxishujugongchengshi.json","meta":{"generated_at":"2026-09-24T18:21:21Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers"}}