Job
Description
As a Technical Architect specializing in Machine Learning and Deep Learning at HCLTech, you will play a crucial role in advancing the technological world through innovation and creativity. Your primary responsibilities will include designing and developing scalable, efficient ML/DL models for various use cases, building, training, and optimizing complex ML/DL models, implementing MLOps and Deployment practices, optimizing models, and providing mentorship and guidance to the team. Key Responsibilities: - Strong understanding of classical ML algorithms such as regression, decision trees, SVMs, Random forest, and SGBoost. - Experience in feature engineering and data preprocessing. - Hands-on experience with ML Frameworks like Scikit-learn. - Proficiency in designing and training deep neural networks including CNNs, RNNs, LSTMs, and Transformers. - Familiarity with frameworks such as Tensorflow, Pytorch, and Keras. - Experience with Cloud platforms like AWS (Sagemaker, EC2, EKS), GCP (Vertex AI, GKE), and Azure (ML Studio). - Knowledge of Data pipeline Architecture including streaming and batch processing. Qualifications Required: - 6+ years of experience in ML/DL development and architecture. - Master's or PhD in Computer Science, Data Science, or a related field. If you are excited about this opportunity at HCLTech, please share your updated resume with prasanti.gandhi@hcltech.com. About HCLTech: At HCLTech, we prioritize your growth and satisfaction in your role. We provide continuous opportunities for you to discover your potential and thrive with us. Our culture encourages transparent communication with senior-level employees, offers learning and career development programs at every stage, and allows you to explore different roles and industries. We believe in empowering you to shape your career with endless possibilities to find your perfect fit. As a Technical Architect specializing in Machine Learning and Deep Learning at HCLTech, you will play a crucial role in advancing the technological world through innovation and creativity. Your primary responsibilities will include designing and developing scalable, efficient ML/DL models for various use cases, building, training, and optimizing complex ML/DL models, implementing MLOps and Deployment practices, optimizing models, and providing mentorship and guidance to the team. Key Responsibilities: - Strong understanding of classical ML algorithms such as regression, decision trees, SVMs, Random forest, and SGBoost. - Experience in feature engineering and data preprocessing. - Hands-on experience with ML Frameworks like Scikit-learn. - Proficiency in designing and training deep neural networks including CNNs, RNNs, LSTMs, and Transformers. - Familiarity with frameworks such as Tensorflow, Pytorch, and Keras. - Experience with Cloud platforms like AWS (Sagemaker, EC2, EKS), GCP (Vertex AI, GKE), and Azure (ML Studio). - Knowledge of Data pipeline Architecture including streaming and batch processing. Qualifications Required: - 6+ years of experience in ML/DL development and architecture. - Master's or PhD in Computer Science, Data Science, or a related field. If you are excited about this opportunity at HCLTech, please share your updated resume with prasanti.gandhi@hcltech.com. About HCLTech: At HCLTech, we prioritize your growth and satisfaction in your role. We provide continuous opportunities for you to discover your potential and thrive with us. Our culture encourages transparent communication with senior-level employees, offers learning and career development programs at every stage, and allows you to explore different roles and industries. We believe in empowering you to shape your career with endless possibilities to find your perfect fit.
