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A10 Networks India Pvt Ltd

Staff ML Engineer - Security Gen AI

A10 Networks India Pvt Ltd, San Jose, California, United States, 95199


Staff ML Engineer - Security Gen AIWe 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

A10 Networks is an equal opportunity employer and a VEVRAA federal subcontractor. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other characteristic protected by law. A10 also complies with all applicable state and local laws governing nondiscrimination in employment.

Compensation: Up to $194K USD

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