Product Manager - AI Task & Prompt Design

AuraOne, Inc.; United States; Remote; USD 76,000 - 152,000; Part time

Benefits offered by this job

Remote work eligibility

Job summary

AuraOne, Inc. is seeking a Product Manager - AI Task & Prompt Design for remote engagement. You will design adversarial prompts to probe known weakness classes, document failures with reproduction steps, and score defenses across single- and multi-turn conversations.

Role emphasizes rigorous reporting, policy-grey area documentation, and cross-functional collaboration with a focus on reliability and rapid patching of safety gaps. This is a contractor, remote US-eligible position.

Qualifications

• Demonstrated experience red-teaming AI systems, security research, or adversarial ML work for Product Manager - AI Task & Prompt Design work.
• Strong written communication - your reports become the patch ticket.
• Comfort working in policy-grey areas with clear documentation of what was attempted and why.
• Familiarity with prompt-injection, jailbreak, and policy-bypass taxonomies.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Design adversarial prompts that probe known weakness classes (jailbreak, policy bypass, prompt injection) for Product Manager - AI Task & Prompt Design assignments.
• Document every successful attack with reproduction steps and the policy clause it violated.
• Score model defenses across single-turn and multi-turn conversations.
• Triage emerging attack vectors and route them to the safety team with severity ratings.
• Maintain a personal library of attack patterns and propose new red-team rubrics.
• Calibrate against the broader red-team cohort to keep coverage and severity consistent.

Skills

Adversarial prompting

Red-team analysis

Policy taxonomy

Failure documentation

Adversarial prompt testing

AI task design

Assessment rubric development

Cross-functional teamwork

Data-driven decision making

Iterative product development

Mixpanel

Product management

Tools

Mixpanel

Job description

Product Manager - AI Task & Prompt Design is a remote red-team track for stress-testing AI systems against adversarial prompts. Reviewers craft attack scenarios, document the failure mode, and pair each successful jailbreak with the rubric clause it violated so the safety team can patch the gap.

Why this role matters

Adversarial evaluation is how AuraOne hardens AI models before they ship to customers. Reviewers think like attackers and write up failures with enough rigor that the modeling team can reproduce, fix, and regress-test them.

Responsibilities

• Design adversarial prompts that probe known weakness classes (jailbreak, policy bypass, prompt injection) for Product Manager - AI Task & Prompt Design assignments.
• Document every successful attack with reproduction steps and the policy clause it violated.
• Score model defenses across single-turn and multi-turn conversations.
• Triage emerging attack vectors and route them to the safety team with severity ratings.
• Maintain a personal library of attack patterns and propose new red-team rubrics.
• Calibrate against the broader red-team cohort to keep coverage and severity consistent.

Qualifications

• Demonstrated experience red-teaming AI systems, security research, or adversarial ML work for Product Manager - AI Task & Prompt Design work.
• Strong written communication - your reports become the patch ticket.
• Comfort working in policy-grey areas with clear documentation of what was attempted and why.
• Familiarity with prompt-injection, jailbreak, and policy-bypass taxonomies.
• Reliable async availability for at least 10 hours per week.

Example tasks

• Construct a 5-turn adversarial conversation that bypasses a specific policy clause and write up the patch ticket.
• Score a model's defenses against a known jailbreak pattern across 20 variants.
• Propose a new red-team rubric category after spotting an emerging attack vector.
• Reproduce a failure another reviewer reported and confirm the severity tag.

Nice to have

• Background in offensive security, AppSec, or trust & safety operations.
• Experience publishing or reproducing public adversarial-ML research.
• Multilingual fluency for cross-language attack testing.

Skills

• Adversarial prompting
• Red-team analysis
• Policy taxonomy
• Failure documentation
• Adversarial prompt testing
• ai prompt design
• assessment rubric development
• cross-functional teamwork
• data-driven decision making
• iterative product development
• mixpanel
• product management

Work model

Remote - US-eligible. Remote independent specialist contractor. Employment type: CONTRACTOR. Applicants must be authorized to work from US.

Compensation

$55-$110 / hr

Demonstrated experience red-teaming AI systems, security research, or adversarial ML work for Product Manager - AI Task & Prompt Design work. Strong written communication - your reports become the patch ticket. Comfort working in policy-grey areas with clear documentation of what was attempted and why. Familiarity with prompt-injection, jailbreak, and policy-bypass taxonomies. Reliable async availability for at least 10 hours per week.