Formal Training or certification on Machine Learning concepts and 5+ years applied experience with key emphasis on IaC such as Terraform.
Robust expertise in deploying and managing machine learning models in production settings
Advanced Python Programming Skills including Pandas, Numpy and Scikit- Learn
Proficiency in building and maintaining CI/CD pipelines for machine learning workflows.
Proficient in all aspects of the Software Development Life Cycle
Advanced understanding of agile methodologies such as CI/CD, Application Resiliency, and Security
Demonstrated proficiency in software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.)
Expertise in cloud platforms (e.g., AWS, Google Cloud, Azure)



and containerization technologies (e.g., Docker, Kubernetes). AWS Proficiency:In-depth knowledge of AWS services, particularlySageMaker,S3,ECS,EKS,Lambda andCloudWatchfor machine learning model hosting and monitoring.
Experience in Databricks as a datalake and intelligence tool
Familiarity with monitoring and logging tools (e.g., Prometheus, Grafana, ELK Stack).
Excellent problem-solving skills and attention to detail and Solid communication skills to collaborate effectively with cross-functional teams.
Hands-on practical experience delivering system design, application development, testing, and operational stability

📌 Mlops Hyderabad
🏢 Zenith Consultants Software
📍 Hyderabad