Job Description
Overview
The Machine Learning Engineer will tackle cutting-edge challenges in NLP and Large Language Model (LLM) deployments, focusing on designing, optimizing, and operating state-of-the-art production inference services. You'll directly impact key products by managing large datasets, implementing advanced MLOps, and ensuring high-quality, high-performance, and cost-effective machine learning solutions.
Responsibilities
- Designing, training, and fine-tuning NLP and LLM models.
- Building and operating production inference services.
- Implementing MLOps to ensure quality and lifecycle management.
Requirements
- Experience: 3+ years delivering end-to-end NLP and LLM solutions
- Model Expertise: Strong command of bidirectional Transformer models (BERT, ALBERT, RoBERTa)
- Advanced Techniques: Experience with fine-tuning, LoRA, quantization, distillation, and model evaluation
- Production LLMs: ...
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