Job
Description
As a Machine Learning Engineer at our company located in Vellore, Tamil Nadu, your primary role will involve utilizing your expertise in Natural Language Processing (NLP), Computer Vision, Data Extraction, and Data Mining. You should be proficient in Python, Regular Expressions (Regex), SQL, PyTorch, Kubernetes, Git, and CI/CD pipeline management. Your strong research capabilities will be essential in delivering high-quality results within fast-paced environments and tight deadlines. Additionally, your excellent analytical and problem-solving skills will play a crucial role in your day-to-day tasks. Your secondary skills should include in-depth knowledge of Computer Vision techniques, experience in optimizing the architecture of Computer Vision-based table detection models, expertise in Large Language Models (LLMs), Small Language Models (SLMs), and Semantic Search, as well as proficiency in Machine Learning techniques and applications. Key Responsibilities: - Model Development: - Design, develop, and implement NLP models and data mining algorithms for various applications. - Conduct experiments to optimize model performance and ensure robustness. - Data Preparation: - Collaborate with data engineers to gather, clean, and preprocess data for model training and evaluation. - Utilize tools and libraries for efficient data handling and feature engineering. - Packaging and Deployment: - Package machine learning models into scalable and maintainable services using best practices. - Deploy models into production environments using Kubernetes and Docker. - CI/CD Pipeline: - Design and implement CI/CD pipelines for automated testing, validation, and deployment of machine learning models. - Integrate version control best practices using Git to manage code and model versions effectively. Your role as a Machine Learning Engineer will be crucial in developing cutting-edge solutions through model development, data preparation, packaging, deployment, and CI/CD pipeline management. Your expertise in NLP, Computer Vision, and Data Mining will be instrumental in driving innovative solutions within our organization. As a Machine Learning Engineer at our company located in Vellore, Tamil Nadu, your primary role will involve utilizing your expertise in Natural Language Processing (NLP), Computer Vision, Data Extraction, and Data Mining. You should be proficient in Python, Regular Expressions (Regex), SQL, PyTorch, Kubernetes, Git, and CI/CD pipeline management. Your strong research capabilities will be essential in delivering high-quality results within fast-paced environments and tight deadlines. Additionally, your excellent analytical and problem-solving skills will play a crucial role in your day-to-day tasks. Your secondary skills should include in-depth knowledge of Computer Vision techniques, experience in optimizing the architecture of Computer Vision-based table detection models, expertise in Large Language Models (LLMs), Small Language Models (SLMs), and Semantic Search, as well as proficiency in Machine Learning techniques and applications. Key Responsibilities: - Model Development: - Design, develop, and implement NLP models and data mining algorithms for various applications. - Conduct experiments to optimize model performance and ensure robustness. - Data Preparation: - Collaborate with data engineers to gather, clean, and preprocess data for model training and evaluation. - Utilize tools and libraries for efficient data handling and feature engineering. - Packaging and Deployment: - Package machine learning models into scalable and maintainable services using best practices. - Deploy models into production environments using Kubernetes and Docker. - CI/CD Pipeline: - Design and implement CI/CD pipelines for automated testing, validation, and deployment of machine learning models. - Integrate version control best practices using Git to manage code and model versions effectively. Your role as a Machine Learning Engineer will be crucial in developing cutting-edge solutions through model development, data preparation, packaging, deployment, and CI/CD pipeline management. Your expertise in NLP, Computer Vision, and Data Mining will be instrumental in driving innovative solutions within our organization.
