Machine Learning Engineer
4 weeks ago
Job Title: Machine Learning Engineer
Job Summary:
We are seeking a highly skilled Machine Learning Engineer to join our team at Promaynaov Advisory Services Pvt Ltd. The successful candidate will be responsible for deploying and maintaining machine learning models, pipelines, and workflows in a production environment.
Key Responsibilities:
- Deploy and maintain machine learning models, pipelines, and workflows in a production environment.
- Re-package ML models for deployment to the production environment.
- Perform MLOps engineering development to refactor non-production ML model implementation.
- Create and manage ServiceNow change requests for model deployment.
- Build and maintain scalable, reliable, and efficient machine learning infrastructure.
- Collaborate with data scientists and software engineers to design and implement machine learning workflows.
- Implement monitoring and logging tools for optimal model performance.
Requirements:
- Bachelor's or master's degree in computer science, engineering, or related field.
- 5+ years of experience in software development, machine learning engineering, or related field.
- Strong understanding of machine learning concepts and frameworks.
- Hands-on experience in Python.
- Familiarity with DevOps practices and tools.
- Experience in developing and deploying machine learning models in a production environment.
- Experience working with cloud computing and database systems.
Preferred Qualifications:
- Experience developing and maintaining ML systems built with open-source tools.
- Experience developing with containers and Kubernetes in cloud computing environments.
- Ability to translate business needs to technical requirements.
- At least 2 years of data pipeline and data product design, development, delivery experience.
How to Apply: If you are a motivated and experienced Machine Learning Engineer looking for a new challenge, please submit your application.
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