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Senior Machine Learning Engineer

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Senior Machine Learning Engineer in Others new

  • ThoughtWorks
  • Full time
  • Email
  • Xi’an, China

Responsibilities

  • Design and drive scalable architectures and infrastructure for deploying and managing machine learning applications.
  • Collaborate with data scientists and engineers to translate business needs into effective ML systems and applications.
  • Develop and maintain ML pipelines, model training and deployment capabilities, monitoring, and evaluation functionality.
  • Lead functional workstreams, facilitate technical discussions, and ensure timely delivery of assigned work.
  • Explore and implement current machine learning tools, frameworks, platforms, and practices.
  • Mentor engineers and support collaborative problem solving, technical strategy, and continuous improvement.

Requirements

  • Experience writing clean, maintainable, refactorable, and testable code.
  • Proficiency in scripting languages such as Python or Shell.
  • Knowledge of distributed systems and scalable architectures for large-scale ML applications.
  • Experience building, deploying, and maintaining ML systems using Scikit-learn, TensorFlow, MLflow, Kubeflow, PyTorch, or similar platforms.
  • Experience applying MLOps principles and CI/CD practices to machine learning.
  • Experience in machine learning engineering and data science, including ML concepts, algorithms, frameworks, and model lifecycles.
  • Hands-on experience designing and operating infrastructure for ML training and serving workloads across on-premise and cloud environments.
  • Experience with Azure, AWS, GCP, Databricks, or associated managed ML services for building and deploying ML pipelines.
  • Ability to manage stakeholders, navigate ambiguity and conflict, coach and mentor others, and advocate for technical excellence.
  • Ability to interview entirely in English.

Benefits

  • Hybrid work arrangement.
  • Career development supported through interactive tools, development programs, and mentoring teammates.
  • Inclusive, collaborative culture focused on continuous learning and employee growth.

ThoughtWorks

We are a global technology consultancy that delivers extraordinary impact by blending design, engineering and AI expertise. For 30 years, our commitment to design-led thinking, engineering excellence and innovation means we prioritize people, build teams with strong technical foundations and embe...

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