| Urgently Looking for AIML Engineer - Charlotte, NC - Onsite at Charlotte, North Carolina, USA |
| Email: [email protected] |
| From: Peter Edward, Tekgence.com [email protected] Reply to: [email protected] Hi, AIML Engineer Charlotte, NC Job Summary: Familiarity with cloud based services, containerization (e.g., Docker), and server deployment. Solid understanding of software development principles, version control systems. and continuous integration/continuous deployment (CI/CD) pipelines. Work in a hybrid model-2-3 days a week. Roles & Responsibilities: - NLP Model Development: Design and implement state-of-the-art NLP models and algorithms for various text/image/video files classification tasks. - Preprocess and transform raw text data into suitable numerical representations, applying techniques such as tokenization, stop word removal, and TF-IDF to extract meaningful features. - Model Training and Evaluation: Train and fine-tune NLP models using large-scale datasets, and evaluate their performance using appropriate metrics like accuracy, precision, recall, Fl-score, and ROC curves. - Model Deployment: Deploy NLP models in production environments, ensuring scalability, efficiency, and robustness. Integrate the models with production servers, APIs, and web services for seamless end- to-end functionality. - Monitoring and Maintenance: Implement logging and monitoring mechanisms to track model performance and behavior in real-time. - Proactively identify and resolve any issues or errors that arise during deployment. - Performance Optimization: Continuously optimize model inference times, memory usage, and resource consumption to achieve optimal performance and responsiveness in production servers. - Data Management: Collaborate with data engineers to ensure the availability, quality, and reliability of data used for training and inference. - Manage data versioning and storage in compliance with best practices and privacy regulations. - Strong proficiency in programming languages such as Python, along with libraries like TensorFlow, PyTorch. scikit-learn, and NLTK. - Proven experience in developing and deploying NLP models for text classification tasks in realworld applications. - Knowledge of deep learning architectures, transformer models, and word embeddings for NLP Regards Peter Edward Tekgence, Inc 6655 Deseo Dr, #104, Irving, TX 75039 Phone: 786-373-4764 Email: [email protected] www.tekgence.com Women Owned(WBE) Certified Keywords: continuous integration continuous deployment Florida North Carolina Texas |
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| Tue Sep 12 23:21:00 UTC 2023 |