Machine Learning Operations Specialist

6 days ago


Hyderabad, Telangana, India SOULPAGE IT SOLUTIONS PRIVATE LIMITED Full time
Job Title: MLOps Engineer

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.
Requirements:
  • 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.
About Us:

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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