Senior AI/ML Pipeline Engineer
3 weeks ago
Company Overview:
Dell International Services India Pvt Ltd (7451) is a leading provider of technology services and solutions.
Salary: ₹1200000 - ₹1800000 per annum
About the Role:
We are seeking an experienced Senior AI/ML Pipeline Engineer to join our Machine Learning Engineer Team in Bangalore.
As a key member of our team, you will be responsible for designing and implementing MLOps pipelines for automating machine learning workflows. You will work with other engineers and data scientists to solve complex business problems and build analytical datasets on which models will be built.
You will also optimize for efficiency, ensure high-performing models are deployed, and meet business objectives by automating tasks like model deployment and testing, implementing tools, and monitoring model performance in production.
Key Responsibilities:
- Build and maintain automated processes for deploying and managing machine learning models including batch jobs, inference APIs, and model lifecycle maintenance using mlFlow.
- Design and implement MLOps pipelines for automating machine learning workflows.
- Optimize machine learning models for efficiency and deploy high-performing models.
- Meet business objectives by automating tasks and implementing tools for monitoring model performance.
Requirements:
- 7-12 years of experience in Designing and implementing MLOps pipelines for automating machine learning workflows.
- Extensive experience in Python, Pivotal Container Service (PKS) or Kubernetes, and Docker.
- Experience in utilizing on-prem cloud platforms to build and deploy machine learning models.
- Integrate MLOps tools like MLflow into machine learning workflows.
- Monitor and maintain machine learning models in production.
Benefits:
- A competitive salary package.
- Opportunities for career growth and professional development.
- A dynamic and collaborative work environment.
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