Machine Learning Operations Specialist
3 weeks ago
Job Title :
Machine Learning Operations Specialist
Location :
Chennai or Bangalore (Hybrid Mode)
Job Summary :
We are seeking a highly skilled Machine Learning Operations Specialist to join our team at Hashone Careers Pvt Ltd. The ideal candidate will have a strong background in machine learning, software engineering, and infrastructure automation. You will be responsible for designing, implementing, and maintaining scalable machine learning infrastructure, deploying, monitoring, and optimizing machine learning models in production environments, and collaborating with data scientists and software engineers to integrate machine learning solutions into applications.
Key Responsibilities :
Design and implement scalable machine learning infrastructure to support the deployment of machine learning models.
Deploy, monitor, and optimize machine learning models in production environments to ensure seamless integration with existing systems.
Collaborate with data scientists and software engineers to integrate machine learning solutions into applications and ensure seamless integration with existing systems.
Develop and maintain CI/CD pipelines for machine learning projects to ensure efficient and reliable deployment of machine learning models.
Automate infrastructure provisioning using Terraform to ensure efficient and reliable deployment of machine learning infrastructure.
Write and maintain scripts in Bash for various operational tasks to ensure efficient and reliable operation of machine learning systems.
Ensure the security and reliability of deployed machine learning systems by implementing robust security measures and monitoring system performance.
Troubleshoot and resolve issues related to machine learning deployments and operations to ensure minimal downtime and maximum system availability.
Document processes and provide training to team members as needed to ensure knowledge sharing and efficient handover of tasks.
Required Skills and Qualifications :
Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
Proven experience in machine learning and software development.
Proficiency in Java and Python programming languages.
Strong experience with Terraform for infrastructure automation.
Solid understanding of Bash scripting.
Familiarity with CI/CD tools and practices.
Experience with cloud platforms such as AWS, GCP, or Azure.
Knowledge of containerization and orchestration technologies like Docker and Kubernetes.
Strong problem-solving skills and attention to detail.
Excellent communication and collaboration skills.
Preferred Qualifications :
Experience with monitoring and logging tools (e.g., Prometheus, Grafana, ELK stack).
Familiarity with data engineering tools and frameworks.
Knowledge of machine learning frameworks such as TensorFlow, PyTorch, or Scikit-Learn.
Experience with MLOps practices and tools.
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