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COSCUP 2024 贊助商玉山銀行 徵才文宣

2024贊助案_視覺圖(方形)

資料工程師 Data Engineer

【職務內容】

  1. 負責設計和維護高效且可擴展的雲地混合數據架構
  2. 設計及開發巨量資料 data pipeline，包含結構化資料、半結構化資料及非結構化資料，並建立自動化監控機制
  3. 評估與導入 modern data stack，用以解決以下問題：data governance, data quality, data lineage, MLOps
  4. 制定和實施數據治理策略，並使用元數據管理工具 (例如 DataHub) 來管理數據資源和數據資源血緣關係
  5. 負責維護 Airflow平台，協助資料科學家進行數據處理、分析和建模工作流程管理，並設計部署策略、監控機制，以確保服務穩定性
  6. 我們的技術關鍵字包含: Python, Kafka, PostgreSQL, Airflow, K8s, Ansible, EFK, Prometheus, Grafana, MLflow 等

【具備條件】

  1. 具備以下任一系統 3 年以上建置與維護相關經驗：Airflow, Kafka, PostgreSQL
  2. 熟悉 Linux、Python 程式開發、Git 版本控制與 SQL 效能調教
  3. 精通開發與維護 ETL、資料管線，並具有處理每日 100GB 以上資料之經驗
  4. 具備以下任一系統建置、監控機制、效能調校與維護實務經驗尤佳：DataHub, ElasticSearch, Kubernetes

【加分條件】

  1. 具備 CI/CD Pipeline 基本概念
  2. 具備 Infrastructure as Code(IaC) 基本概念
  3. 具備 Spark 基本概念與使用經驗
  4. 具備 Data Streaming 基本概念
  5. 具備雲端(如GCP, AWS, Azure)開發與維運經驗

機器學習工程師 Machine Learning Engineer

【職務內容】

  1. 協助業務單位定義問題，將業務所面臨到的困難轉換為機器學習問題。
  2. 開發機器學習服務優化內部流程，解決金融場景需求。
  3. 持續維運機器學習服務，以支持各項業務發展運作。

【具備條件】

  1. 數理統計、數學、電腦科學及電機領域相關學位
  2. 具備 3 年以上機器學習服務開發經驗
  3. 熟悉機器學習套件或任一深度學習框架
  4. 熟悉 Python 資料處理相關套件(e.g., Pandas, Numpy)
  5. 了解機器學習演算法原理與數學理論

【加分條件】

  1. NLP/LLM、語音模型、推薦系統、風險偵測、影像辨識等相關研究或服務開發經驗
  2. 雲端(GCP/AWS/Azure)服務開發或架構規劃經驗
  3. 操作過下列系統或週邊元件: PostgreSQL, K8s, Kafka, Redis, ElasticSearch, Airflow, Minio, MLflow

玉山金控菁英甄選

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