AIML Ops Engineer

Trigent Software Private Limited

Job Location:

Bengaluru - India

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

Job Summary

Key Responsibilities

Design build and maintain scalable ML pipelines for training testing and deployment
Operationalize machine learning models using CI/CD best practices
Collaborate with Data Scientists Data Engineers and DevOps teams to productionize models
Monitor model performance drift and data quality in production
Implement model versioning reproducibility and experiment tracking
Automate workflows using orchestration tools
Ensure security compliance and governance in ML lifecycle
Optimize infrastructure for cost and performance

Key Skills & Requirements

Core Technical Skills

Strong experience in Python and ML frameworks (TensorFlow PyTorch Scikit-learn)
Hands-on experience with MLOps tools like MLflow Kubeflow Airflow
Expertise in CI/CD pipelines (Jenkins GitHub Actions GitLab CI)
Experience with containerization (Docker) and orchestration (Kubernetes)
Knowledge of cloud platforms: AWS / Azure / GCP
Familiarity with data engineering tools (Spark Kafka Databricks)
Understanding of model monitoring drift detection and observability

Preferred Qualifications

Experience working in a consulting or enterprise-scale environment
Exposure to GenAI / LLMOps is a strong plus
Knowledge of infrastructure-as-code (Terraform CloudFormation)
Experience with feature stores (Feast Tecton)

Key Responsibilities Design build and maintain scalable ML pipelines for training testing and deployment Operationalize machine learning models using CI/CD best practices Collaborate with Data Scientists Data Engineers and DevOps teams to productionize models Monitor model performance drift and d...