繁體中文
工作範圍
把模型由研究階段推到生產：建立訓練流程、調參同評估、部署推論服務同監察模型表現漂移。
機器學習工程師
Machine learning engineer
清單條目 · 未逐項核對入行關卡：僱主自訂
把模型由研究階段推到生產。
資訊科技呢個行業係點運作
程式開發、系統支援、網絡同資訊安全。香港冇統一嘅 IT 執業註冊，入行主要睇學歷（電腦科學／資訊科技高級文憑或學位）、廠商認證（例如 Cisco、Microsoft、AWS）同實作作品。政府、銀行同大型企業會另設筆試同面試關卡。
Software development, systems support, networking and information security. Hong Kong has no unified IT licence: employers look at qualifications (a computing higher diploma or degree), vendor certifications (Cisco, Microsoft, AWS and the like) and demonstrable work. Government, banks and large enterprises add their own written tests and interviews.
呢一頁係「清單條目」
本站只列出呢個職業嘅工作範圍同「入行關卡係邊一類」（僱主自訂），未逐項核對官方入職條件，所以唔會寫薪酬、學歷或年資要求。要確認實際要求，請向僱主、相關專業團體或政府部門查詢；亦可到教育局生涯規劃資訊網站睇相關行業資料。
This is a listed entry: it records what the work covers and which type of entry gate applies, but the official entry conditions have not been checked item by item, so no pay, academic or experience requirements are stated. Confirm the actual requirements with the employer, the relevant professional body or the government department.
工作性質 / Nature of the work
研究與開發 · 數據與分析 · 技術與器材操作 · Research and development · Data and analysis · Technical and equipment operation
呢份工嘅主要性質係：研究與開發 · 數據與分析 · 技術與器材操作。以下逐項講清楚實際係點做。
- 研究與開發Research and development
做文獻、實驗、測試或原型開發：按研究問題設計方法、記錄過程同解釋結果，未必即時有答案。
Literature, experiments, testing or prototyping: designing methods around a research question, documenting the process and interpreting results that may not come quickly.
- 數據與分析Data and analysis
主要處理數字、紀錄、圖則或文件，要求準確、有系統，並識得用軟件工具分析同核對。
Mostly numbers, records, drawings or documents, requiring accuracy, method and fluency with software tools for analysis and checking.
- 技術與器材操作Technical and equipment operation
要熟習特定機器、儀器或系統，按程序操作、檢查同排除故障；做錯步驟會直接影響結果。
You need to know specific machines, instruments or systems: operating, checking and troubleshooting them to procedure, where a wrong step affects the result directly.
工作性質係本站按工作方式歸納，唔係官方職業分類（政府統計處另有《標準職業分類》）；只講對人、對機器、 戶外、輪班、自由身等形式，唔代表薪酬、學歷或年資要求。
English
What the job covers
Takes models from research into production: building training pipelines, tuning and evaluating, deploying inference services and monitoring performance drift.
入行關卡 / Entry gate
- 香港未有統一法定入職要求：門檻由僱主自訂，通常睇學歷、認可證書、作品或實習經驗。
- There is no unified statutory entry requirement: the employer sets the bar, usually looking at academic qualifications, recognised certificates, portfolio or internship experience.
升遷 / Progression
視乎僱主，沒有單一官方階梯。
- 視乎僱主／機構，無官方階梯Employer-defined; no official ladder
薪酬政策：只有官方薪級表、條例或監管機構公布的數字才會在本站寫出；私人機構薪酬因僱主而異，本站不估算。
同一行業嘅其他職業
資訊科技 · 4 of 21
核對時點 2026-09-14。招聘條件以當時廣告為準。
來源 / Sources
呢一頁係清單條目，未引用官方文件，所以冇來源可列。行業層面嘅法定註冊同規管資訊見「資訊科技」行業說明。
This listed entry cites no official document, so there are no sources to show. Statutory registration and regulatory context for the sector is set out in the sector note on the careers index.