MLops

4 weeks ago


Hyderabad Thiruvananthapuram Trivandrum Cochin Kochi Ernakulam, India Kaizen SRA Technologies Private Limited Full time
Job Description

Description

We are seeking an experienced MLops engineer to join our team in India. The ideal candidate will have a strong background in machine learning operations and will be responsible for optimizing the deployment and monitoring of machine learning models in production.

Responsibilities

- Design and implement MLops processes to optimize machine learning model deployment and monitoring.
- Collaborate with data scientists and software engineers to integrate machine learning models into production environments.
- Manage and automate the ML pipeline to ensure smooth transitions from development to production.
- Monitor model performance and perform regular updates to improve accuracy and efficiency.
- Implement CI/CD practices for machine learning applications to ensure quality and scalability.
- Utilize cloud platforms for deploying and managing ML models at scale.

Skills and Qualifications

- 5-12 years of experience in machine learning operations or a related field.
- Strong understanding of machine learning algorithms and frameworks such as TensorFlow or PyTorch.
- Proficiency in programming languages such as Python and R.
- Experience with cloud services (AWS, Azure, GCP) for deploying machine learning models.
- Familiarity with containerization technologies like Docker and Kubernetes.
- Knowledge of CI/CD tools and practices relevant to machine learning workflows.
- Strong problem-solving skills and the ability to work in a team environment.
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