AI/ML Engineer - OpenShift AI & MLOps

Job Summary

HawkStack Technologies Private Limited. Build and deploy practical AI and machine learning solutions for customer and internal projects. Work with technical teams to take models from data preparation and experimentation into reliable production services, including on Kubernetes or Red Hat OpenShift AI where applicable.

Responsibilities

• Prepare datasets, develop and evaluate machine learning models using Python and common ML libraries.
• Build reproducible training, validation and inference pipelines; track experiments and model versions.
• Package and deploy models as APIs or containerized services; support monitoring, performance and retraining.
• Collaborate with platform engineers on Kubernetes/OpenShift deployments, security, access and resource usage.
• Document model assumptions, results and deployment procedures; explain findings to customer and delivery teams.
• Explore appropriate generative AI use cases, retrieval workflows and responsible evaluation when a project requires them.

Performance measures: Model quality, reproducibility, production reliability, documentation and delivery milestones.