Machine Learning Operations Specialist
6 days ago
We are seeking a highly skilled MLOps Engineer to join our team at Soulpage IT Solutions Private Limited. As an MLOps Engineer, you will play a crucial role in managing and optimizing the infrastructure and operations of our machine learning models and pipelines.
Key Responsibilities:- Design, build, and maintain CI/CD pipelines using YAML to ensure efficient and reliable deployment processes for machine learning models.
- Manage and optimize Azure and AWS services, including compute, storage, networking, and databases, to ensure high availability and performance of machine learning models.
- Implement and maintain version control systems like Git to facilitate collaboration and track changes in machine learning code and models.
- Utilize Terraform, ARM, Python, and other scripting languages to automate infrastructure provisioning and configuration management.
- Perform Linux and Windows systems administration tasks to ensure the stability and security of the infrastructure.
- Work with machine learning frameworks and libraries such as TensorFlow, PyTorch, Scikitlearn, etc. to understand their deployment and orchestration.
- Develop and implement cost management and optimization strategies to optimize resource utilization and reduce operational costs.
- Bachelor's Degree in Engineering or a related field.
- Clear understanding of machine learning model lifecycles and maintenance.
- Proficiency in Azure and AWS services, including compute, storage, networking, and databases.
- Experience with containerization technologies like Kubernetes and Docker.
- Expertise in CI/CD technologies and process design, including YAML pipelines.
- Proficiency in Terraform, ARM, Python, and other scripting languages.
- Understanding of version control systems like Git.
- Strong troubleshooting and debugging skills, with the ability to create effective monitoring and logging solutions at scale.
- Experience in Linux and Windows systems administration.
- Knowledge of machine learning frameworks and libraries such as TensorFlow, PyTorch, Scikitlearn, etc., and their deployment and orchestration.
Soulpage IT Solutions Private Limited is a leading AI/ML consulting and services company based in Hyderabad. We specialize in delivering innovative solutions that leverage cutting-edge technologies to solve complex business challenges.
Our team of experts is dedicated to driving excellence through high-quality software solutions and advanced AI/ML capabilities.
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