Job Description

Position Title: Machine Learning Engineer Location: Vellore, Tamil Nadu Job Summary: Primary Skills: Expertise in Natural Language Processing (NLP), Computer Vision, Data Extraction, and Data Mining. Proficient in Python, Regular Expressions (Regex), SQL, PyTorch, Kubernetes, Git, and CI/CD pipeline management. Strong research capabilities with the ability to deliver high-quality results in fast-paced environments with tight deadlines. Excellent analytical and problem-solving skills. Secondary Skills: In-depth knowledge of Computer Vision techniques. Experience optimizing the architecture of Computer Vision-based table detection models. Expertise in Large Language Models (LLMs), Small Language Models (SLMs), and Semantic Search. Skilled 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.