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ML Engineer | NLP & LLM Specialist
ML Engineer | NLP & LLM Specialist
Teseract Singapore is hiring an Entry-Level ML Engineer specializing in NLP and LLM. This role involves developing, optimizing, and integrating NLP models, as well as researching state-of-the-art architectures and working on text/image generation tasks.
About the role
About the Role
Teseract Singapore is seeking a passionate and driven ML Engineer specializing in NLP & LLM to join our team. This is a fantastic opportunity for an Entry-Level professional to contribute to exciting projects and work with cutting-edge technologies in Natural Language Processing and Large Language Models.
Requirements
- Strong understanding of Stats and linear algebra.
- Proficiency in programming languages and frameworks such as Python, TensorFlow, PyTorch, and NLTK.
- Knowledge of Deep learning concepts, including RNNs, CNNs, and transformers.
- Experience with LLMs like GPT and BERT.
- Familiarity with NLP tasks such as sentiment analysis, text classification, and language modeling.
- English proficiency at an Upper-intermediate level or higher.
Responsibilities
- Developing NLP models for various applications including sentiment analysis, text classification, and text rewriting.
- Preprocessing and cleaning large text datasets.
- Augmenting text data through techniques like data augmentation, back-translation, and paraphrasing.
- Evaluating and validating NLP models to ensure performance and accuracy.
- Optimizing models using methods such as compression, quantization, and knowledge distillation.
- Conducting Research on state-of-the-art NLP architectures and algorithms.
- Integrating NLP models into larger systems, focusing on cloud deployment, APIs, and scalability.
- Working on Text-to-speech synthesis and speech recognition tasks.
- Contributing to Text and image generation projects, including image captioning, text-to-image synthesis, and image style transfer.
- Staying updated on the latest trends in NLP, LLM, and text/image generation.