zh

服務項目

我們為企業量身打造招募解決方案,以其快速、有效深受臺灣頂尖企業信賴。瀏覽由Robert Walters臺灣提供的各種客製化服務與資源。

探索更多

聯繫我們

真正具有國際視野並深耕在地市場的招募機構,我們服務臺灣市場超過 10 年,並在臺北設有完善的辦公室。

聯繫我們
職缺

我們各領域的專業顧問會用心聆聽您的理想與抱負,並與臺灣知名企業、機構分享您的職涯故事。

讓我們的團隊與您攜手開啟職涯的下一個精彩篇章。

瀏覽全部職缺
服務項目

我們為企業量身打造招募解決方案,以其快速、有效深受臺灣頂尖企業信賴。瀏覽由Robert Walters臺灣提供的各種客製化服務與資源。

探索更多
關於Robert Walters臺灣

在Robert Walters臺灣,招募絕不僅是一份工作。

我們明白,每個機會的背後都是改變人們生活的可能性。

探索更多

加入我們

人永遠是企業的核心,也是Robert Walters與眾不同之處,了解更多關於臺灣團隊的故事,加入我們讓職涯更進一步。

探索更多
聯繫我們

真正具有國際視野並深耕在地市場的招募機構,我們服務臺灣市場超過 10 年,並在臺北設有完善的辦公室。

聯繫我們

[ US Company/ Social App ] Senior ML Platform Engineer

已收藏的職缺

Our client is seeking a Machine Learning Platform Engineer to play a pivotal role in the design, implementation, and maintenance of robust machine learning platforms and data pipelines. This role offers an exciting opportunity to ensure smooth deployment, scaling, and monitoring of models in production environments. The successful candidate will drive automation to accelerate the development, evaluation, and integration of machine learning models, improving collaboration and overall efficiency.

What you'll do:

As a Machine Learning Platform Engineer, your primary responsibility will be to design, implement, and maintain robust machine learning platforms and data pipelines. You will ensure seamless deployment, scaling, and monitoring of models in production environments. Your strong programming skills will be crucial in setting up monitoring systems for deployed models and tracking key metrics. You will apply your knowledge of software engineering best practices within the context of machine learning. Your collaborative nature will be essential as you work with ML developers to ensure model performance is maintained in production. You will also work closely with software engineers to integrate ML systems into the broader application stack. Your commitment to enhancing collaboration and efficiency will shine as you accelerate machine learning development, evaluation, and integration speed through automation of workflows, tools, and processes.

  • Design, implement and maintain machine learning platform and data pipelines
  • Set up monitoring systems for deployed models and track key metrics
  • Apply and share software engineering best practices within the context of machine learning
  • Collaborate with ML developers to ensure model performance is maintained in production
  • Work with software engineers to integrate ML systems into the broader application stack
  • Accelerate machine learning development, evaluation, and integration speed through automation of workflows, tools, and processes

What you bring:

The ideal candidate for the ML Platform Engineer position brings strong programming skills in Python along with proficiency in containerization tools such as Docker or Kubernetes. Experience with cloud platforms like GCP, AWS or Azure is required. A background working with backend servers and APIs using frameworks like FastAPI or Django is essential. Additional experience with machine learning frameworks like PyTorch or TensorFlow, MLOps tools such as Kubeflow, MLflow or TFX, monitoring tools like Prometheus or Grafana and logging frameworks would be a significant advantage. Knowledge of data engineering concepts including ETL pipelines, data lakes, and data warehouses would also be beneficial.

  • Strong programming skills in Python
  • Proficiency with containerization tools (Docker, Kubernetes) and cloud platforms (GCP, AWS, Azure)
  • Experience working with backend servers and APIs (e.g., FastAPI, Django)
  • Experience with machine learning frameworks (PyTorch, TensorFlow) is a plus
  • Experience with MLOps tools (Kubeflow, MLflow, TFX) is a plus
  • Experience with monitoring tools (Prometheus, Grafana) and logging frameworks is a plus
  • Knowledge of data engineering concepts (ETL pipelines, data lakes, data warehouses) is a plus

What sets this company apart:

Our client is a leading player in the tech industry, known for their commitment to innovation and excellence. They offer an inclusive and supportive work environment where every team member's contribution is valued. Their focus on collaboration and efficiency makes them a preferred employer for professionals seeking growth and development opportunities in a dynamic setting.

What's next:

Ready to take your career to the next level? Apply now!

Apply today by clicking on the link provided. We look forward to receiving your application!

招募類型: 永久性

專業領域: 軟體

職務類別: 後端開發

產業: 資訊技術

薪資: TWD2,000,000 - TWD3,000,000 per annum

辦公模式: 混合辦公模式

經驗: 中階管理職

地區 Taipei

職務參考: 79177K-7D7C72BA

發佈日期: 2025年7月30日

獵頭顧問 Yuan Hsiao

已收藏的職缺

分享