MLOps Engineer

As a part of GlobalLogic, you will be engaged in implementing ML/AL/GenAI-powered applications for a multinational industrial conglomerate to enhance business efficiency. The focus will be on enhancing pilots with additional capabilities identified during pilots development, taking the applications to the next MVP stage. **Key Responsibilities:** - Utilize PoP MLOps tech stack including Kubernetes and Docker for orchestration and containerization, Kubeflow for notebooks and pipelines, MLflow for experiment tracking, Evidently for model monitoring, KServe for deployment of internally-hosted open-source models, LiteLLM for routing requests to externally-provided models, Tyk as the MLOps Model Service for API gateway and parameter validation, and Github actions for CI. **Qualifications Required:** - Proficiency in Kubernetes, Docker, Kubeflow, MLflow, Evidently, KServe, LiteLLM, Tyk, and Github actions for CI. - Experience in implementing ML/AL/GenAI-powered applications. - Strong understanding of model monitoring and experiment tracking. At GlobalLogic, you will experience a culture of caring, where people are prioritized. Continuous learning and development opportunities are provided to help you grow personally and professionally. You will have the chance to work on interesting and meaningful projects that have a global impact. Additionally, the organization values balance, flexibility, and integrity, providing a high-trust environment for you to thrive in. Please note that GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner known for collaborating with clients to transform businesses through intelligent products, platforms, and services. As a part of GlobalLogic, you will be engaged in implementing ML/AL/GenAI-powered applications for a multinational industrial conglomerate to enhance business efficiency. The focus will be on enhancing pilots with additional capabilities identified during pilots development, taking the applications to the next MVP stage. **Key Responsibilities:** - Utilize PoP MLOps tech stack including Kubernetes and Docker for orchestration and containerization, Kubeflow for notebooks and pipelines, MLflow for experiment tracking, Evidently for model monitoring, KServe for deployment of internally-hosted open-source models, LiteLLM for routing requests to externally-provided models, Tyk as the MLOps Model Service for API gateway and parameter validation, and Github actions for CI. **Qualifications Required:** - Proficiency in Kubernetes, Docker, Kubeflow, MLflow, Evidently, KServe, LiteLLM, Tyk, and Github actions for CI. - Experience in implementing ML/AL/GenAI-powered applications. - Strong understanding of model monitoring and experiment tracking. At GlobalLogic, you will experience a culture of caring, where people are prioritized. Continuous learning and development opportunities are provided to help you grow personally and professionally. You will have the chance to work on interesting and meaningful projects that have a global impact. Additionally, the organization values balance, flexibility, and integrity, providing a high-trust environment for you to thrive in. Please note that GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner known for collaborating with clients to transform businesses through intelligent products, platforms, and services.