Machine Learning Engineer
7 hours ago
Dcard 是在年輕族群有極高滲透率與影響力的社群平台。我們致力於打造一個讓每個人都可以放心分享自己故事的地方,讓平凡人分享不平凡故事的新世代社群服務。
面對快速變化的社群生態,我們期待更多優秀的人才加入 Dcard。為了達成這個目標,我們需要 Senior Machine Learning Engineer (Ads) 加入我們, 你將有機會可以接觸到⼤量⽤戶產生的實際資料,加入這個熱愛挑戰的團隊,一起打造被千萬人喜愛與使用的產品
- 參與 Dcard 機器學習相關產品的開發以及演進,可能會碰觸到演算法開發、模型訓練、Feature pipeline 設計以及維護服務的正常運作。
- 與其他 Data Component 的開發者合作,一起建置 Dcard 機器學習相關系統。
- 從大量使用者數據中分析、挖掘洞察以迭代演算法優化。
- 設計並進行 A/B 測試實驗,驗證演算法的成效。
- 有兩年以上的推薦系統、搜尋、電商或廣告系統工作經驗,熟悉相關應用場景。
- 熱愛思考使⽤者的需求,動手將演算法打造成產品。
- 熟悉 Python 且不排斥學習新語言。
- 喜歡追求高品質的程式,面對需求能夠提出最小可行性系統架構及了解其中的 tradeoff。
- 有良好的溝通協作能力,能夠清楚的表達想法,並與其他團隊順利合作。
- 對機器學習演算法及工作流程有基礎的認知,例如 NLP、Deep Learning、Recommendation System 等。
- 擁有超過兩年的系統相關經驗,在相關應用場景中具備領導團隊或擔任技術負責人的成功經歷。
- 有 NLP 和中文文本分析的經驗
- 熟悉機器學習系統商業應用場景、系統設計。
- 能夠解決主流 ML framework 在巨量資料開發時遇到的問題。
- 熟悉以下其中幾項技術:
- Airflow
- Kubernetes
- MongoDB / BigQuery / Redis
- Scikit-Learn / XGBoost / TensorFlow / PyTorch
- Linux
- 面議
- 若不符合職位需求的面試者,將不另行通知。
- 如果尋找到合適的人選加入,職缺可能會提前關閉。
- 如果人選在申請過程中提供不實資訊,Dcard 有權取消雇用提議。
- 在 Dcard,每位夥伴都是平等的,我們重視每個人的多元性。Dcard 致力於打造一個多元與共融的環境,尊重並且包容每一位夥伴。我們相信,平等與多元能夠帶來無限創新的可能。因此,我們的招聘流程提供每位應徵者平等的就業機會,並落實無歧視的就業環境。
狄卡科技股份有限公司及其關係企業基於「員工招募」之目的,將蒐集您的「識別類、特徵類、社會情況、教育、考選、技術或其他專業、受僱情形」等個人資料,或您主動為求職目的而提供的資料(履歷、自傳等),以在招募期間及地區內,作為本次招募作業審核、評選、聯繫之用。如您未獲錄取,我們仍將保留您的資料以便向您通知新的職缺機會。
您得以聯繫狄卡科技股份有限公司及其關係企業(電子信箱)行使請求查閱、補充、更正;請求提供複製本;請求停止蒐集、處理、利用;請求刪除個人資料等權利。如您未正確、完整提供各項資料,將可能影響聘用審核、評選或聯繫。
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