Staff ML Engineer - Security Gen AI

A10 Networks, Inc • San Jose, CA, US • 1d ago

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

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.