Machine Learning Operations Specialist

3 days ago


Pune, India Vodafone Full time

Who we are About this Role We are seeking a Machine Learning Operations Specialist with 4–6 years of experience in the AI domain, particularly in deploying, monitoring, and scaling ML workloads. The ideal candidate will have hands-on expertise in Google Cloud Platform (GCP), with exposure to Azure preferred, and a strong foundation in MLOps tools and frameworks. This role involves automating ML pipelines, validating performance metrics, and working with advanced AI models and technologies. What you’ll do Automate and optimise machine learning workloads across cloud platforms Deploy, monitor, and scale ML models in production environments Validate key performance indicators such as latency, throughput, model accuracy, and scalability metrics Collaborate with cross-functional teams to ensure seamless integration of ML solutions Utilise GCP tools including AI Platform, Composer, Scheduler, Container Registry, Dataflow, BigQuery, Datastore, and Compute Engine Apply advanced analytics and modelling techniques including Random Forest, SMA, ARIMA, Prophet, Deep Learning (LSTM, CNN, RNN), and NLP Work with containerisation and orchestration tools such as Kubernetes, TensorFlow, and Kubeflow Who you are A professional with 4–6 years of experience in ML Operations and AI Proficient in Google Cloud Platform and familiar with Azure Skilled in CI/CD, version control, unit and integration testing Experienced in deploying and managing ML workloads Knowledgeable in data science methodologies and deep learning frameworks Comfortable working with containerisation and orchestration technologies



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