What are the responsibilities and job description for the LLM Security Evaluation Expert position at SilverEdge Government Solutions?
Overview
SilverEdge Government Solutions is seeking a highly skilled LLM Security Evaluation Expert to join our team. In this role, you will be responsible for rigorously testing the security and integrity of Large Language Models (LLMs). Your primary focus will be on designing and executing sophisticated adversarial prompt attacks to identify potential vulnerabilities, assess the model's resistance to exploitation, and ensure it maintains consistent, secure behavior. This is a critical role in safeguarding our AI systems and ensuring they operate responsibly.
Adversarial Prompt Design & Execution
Develop and implement a comprehensive suite of adversarial prompts, ranging from basic to more sophisticated, targeting known and potential LLM vulnerabilities.
Craft Prompts Specifically Designed To
Bypass security filters and content moderation policies.
Induce the LLM to reveal sensitive, confidential, or proprietary information.
Manipulate the LLM's output to generate harmful, biased, or unintended content.
Test for prompt injection, jailbreaking, and other emerging attack vectors.
Vulnerability Assessment & Analysis
Systematically test LLMs against the designed adversarial prompts.
Analyze LLM responses to identify successful exploits, security weaknesses, and patterns of failure.
Required Qualifications
Prior experience in AI red teaming, penetration testing of AI/ML systems, or a dedicated LLM security research role.
Familiarity with specific LLM security evaluation frameworks or benchmarks (e.g., those developed by NIST, Stanford HELM, or other research institutions).
Knowledge of common LLM fine-tuning and alignment techniques (e.g., RLHF) and how they might impact security.
Contributions to the AI security community (e.g., research papers, open-source tools, conference presentations).
Certs
SilverEdge Government Solutions was founded on the belief that nurturing talent and collaborating closely with our customers enables us to think big and deliver the best for our country. Our mission is to bring top technology talent together to solve the world’s most challenging problems while protecting the United States and our allies.SilverEdge Government Solutions, LLC is an Equal Opportunity Employer and applicants receive lawful consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
SilverEdge Government Solutions is seeking a highly skilled LLM Security Evaluation Expert to join our team. In this role, you will be responsible for rigorously testing the security and integrity of Large Language Models (LLMs). Your primary focus will be on designing and executing sophisticated adversarial prompt attacks to identify potential vulnerabilities, assess the model's resistance to exploitation, and ensure it maintains consistent, secure behavior. This is a critical role in safeguarding our AI systems and ensuring they operate responsibly.
Adversarial Prompt Design & Execution
Develop and implement a comprehensive suite of adversarial prompts, ranging from basic to more sophisticated, targeting known and potential LLM vulnerabilities.
Craft Prompts Specifically Designed To
Bypass security filters and content moderation policies.
Induce the LLM to reveal sensitive, confidential, or proprietary information.
Manipulate the LLM's output to generate harmful, biased, or unintended content.
Test for prompt injection, jailbreaking, and other emerging attack vectors.
Vulnerability Assessment & Analysis
Systematically test LLMs against the designed adversarial prompts.
Analyze LLM responses to identify successful exploits, security weaknesses, and patterns of failure.
Required Qualifications
- Strong knowledge of how LLMs work, including their architecture, training processes, capabilities, and inherent limitations.
- Familiarity with prominent LLM families (e.g., GPT series, Claude, Llama, PaLM) and their common characteristics.
- Proven experience in crafting and refining prompts to elicit specific behaviors or bypass restrictions in LLMs.
- Demonstrable understanding of techniques like jailbreaking, prompt injection, role-playing attacks, and exploiting model biases.
- Strong understanding of cybersecurity principles and common attack vectors, particularly as they apply to AI/ML systems.
- Ability to think like an attacker and anticipate potential exploits.
- Excellent ability to analyze complex systems, identify subtle vulnerabilities, and systematically test hypotheses.
- Clear and concise written and verbal communication skills, with the ability to document technical findings thoroughly.
- Understanding of the ethical implications of AI security and commitment to responsible testing practices.
Prior experience in AI red teaming, penetration testing of AI/ML systems, or a dedicated LLM security research role.
Familiarity with specific LLM security evaluation frameworks or benchmarks (e.g., those developed by NIST, Stanford HELM, or other research institutions).
Knowledge of common LLM fine-tuning and alignment techniques (e.g., RLHF) and how they might impact security.
Contributions to the AI security community (e.g., research papers, open-source tools, conference presentations).
Certs
- Offensive Security Certified Professional (OSCP)
- Certified Ethical Hacker (CEH)
SilverEdge Government Solutions was founded on the belief that nurturing talent and collaborating closely with our customers enables us to think big and deliver the best for our country. Our mission is to bring top technology talent together to solve the world’s most challenging problems while protecting the United States and our allies.SilverEdge Government Solutions, LLC is an Equal Opportunity Employer and applicants receive lawful consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.