Job Title

Our technology services client is seeking multiple Redwood Developer to join their team on a Full Time basis. Below are further details about the role:Role: MLops- GCP & Vertex AIMandatory Skills: MLOps, Google Cloud Platform GCP and Vertex AI.Experience: 8 - 12 Years Location: Bangalore, Mumbai, Pune, Chennai, Hyderabad, Kolkata. Notice Period: Immediate - 30 Days Job Description:Key ResponsibilitiesResponsible for building and maintaining robust machine learning pipelines ensuring efficient model deployment monitoring and lifecycle management within a cloud-based environmentExtensive expertise in MLOps specifically with Google Cloud Platform GCP and Vertex AI and a deep understanding of model performance drift detection and GPU acceleratorsBuild and maintain scalable MLOps pipelines in GCP Vertex AI for endtoend machine learning workflowsManage the full MLOps lifecycle from data preprocessing model training and deployment to model monitoring and drift detectionImplement realtime model monitoring and drift detection to ensure optimal model performance over timeOptimize model training and inference processes using GPU accelerators and CUDACollaborate with cross functional teams to automate and streamline machine learning model deployment and monitoringUtilize Python 310 with libraries such as pandas NumPy and TensorFlow to handle data processing and model developmentSet up infrastructure for continuous training testing and deployment of machine learning modelsEnsure scalability security and high availability in all machine learning operations by implementing best practices in MLOps Requirements5 years of experience in MLOps and building ML pipelines 3 years of experience in GCP Vertex AIDeep understanding of the MLOps lifecycle and automation of ML workflowsProficient in Python 310 and related libraries such as pandas NumPy and TensorFlowStrong experience in GPU accelerators and CUDA for model training and optimizationProven experience in model monitoring drift detection and maintaining model accuracy over timeStrong problem solving skills with the ability to work in a fast paced environmentKnowledge of data versioning and model version control techniquesFamiliarity with TensorFlow Extended TFX or other ML workflow orchestration frameworksIf you are interested, share the updated resume to mukesh.s@