Generative AI Engineer

Company: iitjobs
Location: Dallas
Posted on: March 5, 2025

Job Description:

- Develop and fine-tune NLP/NLU models, including transformer-based models (BERT, GPT, etc.) for a range of language understanding tasks (language generation, sentiment analysis, entity recognition, etc.). Additionally, design and implement generative AI models by leveraging LLMs for text generation and understanding. - Preprocess and curate text data, including text cleaning, tokenization, and data augmentation to prepare it for training NLP/NLU models. - Innovate and implement cutting-edge algorithms to improve the performance, accuracy, and efficiency of the NLP/NLU models. - Assess model performance using relevant NLP metrics and optimize models for real-world applications. - Stay updated with the latest developments in Generative AI, specifically in NLP/NLU research, and apply new techniques to enhance our solutions. - Strong expertise in NLP/NLU with a focus on deep learning models and open-source LLMs such as Llama 2, Falcon, etc. - Proficiency in programming languages such as Python and experience with NLP libraries/frameworks like spaCy, NLTK, Hugging Face Transformers, and Generative AI and LLM frameworks. - Familiarity with cloud computing platforms for model training and deployment. - Experience with tools like Langchain, Embedchain, and Vector Database (Pinecone, FAISS, Milvus, ChromaDB, Vespa, etc.) to enhance data processing and model development workflow, as well as a rich understanding of vector stores and search algorithms. - Exceptional problem-solving skills and the ability to work on complex language understanding and Generative AI projects. - Experience designing control and sandboxing systems for AI research. - Hands-on experience with PyTorch, TensorFlow. - Direct engineering experience of high-performance, large-scale ML systems. - Hands-on MLOps experience, with an appreciation of the end-to-end CI/CD process. - Experience supporting fast-paced startup engineering teams. - Experience maintaining and/or contributing to bug bounty and responsible disclosure programs. - A well-known contributor to open source and always thinking outside the box, using and standardizing methods of creating APIs, ML/Ops automation, and more.Preferred Qualifications: - Research publications or contributions in the fields of NLP, NLU, and Generative AI. - Experience with Conversational AI, Chatbots (Kore.ai, Botpress, Nuance, etc.).
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Keywords: iitjobs, Dallas , Generative AI Engineer, Engineering , Dallas, Texas