Senior Machine Learning Engineer

As a Machine Learning Engineer at Giggso, your role involves building and productizing robust machine learning models to ensure high performance in production environments. You will design and implement systems for model monitoring, performance drift detection, and automated collaboration with cross-functional teams. Additionally, you will apply Natural Language Processing (NLP) techniques to real-world problems and ensure solutions adhere to security, compliance, and governance standards. Your key responsibilities will include: - Building and productizing robust machine learning models for high performance in production environments. - Designing and implementing systems for model monitoring, performance drift detection, and automated collaboration with cross-functional teams. - Applying NLP techniques to real-world problems such as text classification, entity extraction, and content summarization. - Ensuring solutions adhere to security, compliance, and governance standards. - Having a thorough understanding of the full ML pipeline, from data collection to inference. - Demonstrating expertise in model monitoring, detecting variations, and managing retraining/redeployment processes. - Proficiency in Python and experience with ML frameworks/libraries like TensorFlow, Keras, PyTorch, spaCy, fastText, and Scikit-learn. - Hands-on experience in NLP, including text classification, entity extraction, and content summarization. - Must be located in commutable distance to Chennai, Tamil Nadu, India. Experience Required: - 3-6 years Giggso, founded in 2018, is a No-Code ModelOps Observability platform for Data Science, Engineering teams, and Business execs. The platform helps AI ML teams with incident management, automation, remediation, and self-healing while ensuring audit and security compliance. Giggso is web 3.0 and blockchain-enabled, consolidating information from data quality to bias and drifts to support Model Risk Management.,