drjobs Senior Software Engineer (MLOps)

Senior Software Engineer (MLOps)

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1 Vacancy
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Job Location drjobs

Shanghai - China

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

This role requires a blend of skills in software engineering machine learning and operations to ensure the smooth functioning of ML systems in production this role you will:- Lead the team to design and implement automation for model training testing validation and deployment- Collaborate with machine learning engineers to ensure efficient deployment and scaling of ML models- Implement monitoring and alerting systems to track model performance system health and data drift- Optimize compute resources for cost and performance efficiency- Manage model versions to ensure traceability and reproducibility


  • 6 years of experience in the design and implement of Large-scale ML Systems or Distributed Systems
  • Experience with model pipeline and registry tools detecting and preventing model drift automating model monitoring and ensuring model accuracy
  • Proficiency in programming languages such as Python Java or Golang
  • Effective communication skills in written and spoken English
  • Bachelor or above in Software Engineering Computer Science Machine Learning or a related field


  • Experience in machine learning frameworks such as TensorFlow PyTorch AutoGluon XGBoost or Scikit-learn
  • Experienced in DevOps Tools such as Docker Jenkins Ansible Grafana Prometheus Elastic or Kubernetes
  • Familiar with CI/CD deployment practices
  • Experience with SQL and database systems such as PostgreSQL
  • Experience with building ETL pipeline in data warehouse such as Snowflake
  • Experience with inference optimization

Required Experience:

Senior IC

Employment Type

Full-Time

Company Industry

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