Staff ML Engineer
Xforia Inc
Description: We are seeking a talented and experienced Deep Learning Engineer with a specialization in Large Language Models (LLMs) to join our dynamic team. The ideal candidate will have a deep understanding of state-of-the-art LLM architectures, such as GPT, BERT, and their variants, and a track record of applying these models to real-world applications. Responsibilities
- Implement state-of-the-art Large Language Models (LLMs) for natural language understanding and generation tasks
- Design and optimize LLM architectures to improve performance, scalability, and efficiency
- Collaborate with cross-functional teams to integrate LLMs into various applications and services
- Fine-tune pre-trained LLMs on domain-specific datasets to improve task performance
- Stay up-to-date with the latest research papers, techniques, and advancements in deep learning and related fields
- Strong software engineering and programming skills, and ability to quickly develop working prototypes from research ideas Requirements
- 3+ years of experience with a Master s, or Ph.D. degree in Computer Science, Electrical Engineering, or a related field
- Proven experience in developing and deploying Large Language Models (LLMs), with a focus on architectures such as GPT, BERT, and their variants
- Strong programming skills in Python and experience with deep learning frameworks such as TensorFlow, PyTorch, or Hugging Face Transformers
- Solid understanding of natural language processing (NLP) fundamentals and techniques
- Experience with training and fine-tuning LLMs on large-scale datasets
- Proficient in one or more programming languages such as Python, Go and Java
- Knowledge of distributed training techniques and experience with cloud computing platforms (e.g., AWS, Azure, Google Cloud)
- Excellent problem-solving skills and ability to work independently and in a team environment
- Strong communication and collaboration skills Xforia Inc
$189.3k - $320.7k
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