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A10 Networks, Inc Logo

Senior Staff ML Engineer - AI Safety & Evaluation

A10 Networks, Inc

Up to $192,000
Dec 17, 2025
San Francisco, CA, US
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The company is looking to solve the problem of ensuring AI systems, specifically large language models (LLMs) and multimodal systems, are safe, aligned, and robust against misuse.

Requirements

  • 5+ years of experience in machine learning or AI systems, with 2+ years in a technical leadership capacity
  • Experience integrating safety interventions into ML deployment workflows (e.g., inference servers, filtering layers, etc.)
  • Good understanding of transformer-based models and experience with LLM safety, robustness, or interpretability
  • Strong background in evaluating model behavior, especially in adversarial or edge-case scenarios

Responsibilities

  • Lead the development of model-level safety defenses to mitigate jailbreaks, prompt injection, and other forms of unsafe or non-compliant outputs
  • Design and develop evaluation pipelines to detect edge cases, regressions, and emerging vulnerabilities in LLM behavior
  • Contribute to the design and execution of adversarial testing and red teaming workflows to identify model safety gaps
  • Support fine-tuning workflows, pre/post-processing logic, and filtering techniques to enforce safety across deployed models
  • Work with red teamers and researchers to turn emerging threats into testable evaluation cases and measurable risk indicators
  • Stay current on LLM safety research, jailbreak tactics, and adversarial prompting trends, and help translate those into practical defenses for real-world products

Other

  • Bachelor’s, Master’s, or PhD in Computer Science, Machine Learning, or a related field
  • Strong communication skills and ability to drive alignment across diverse teams