AI Security Architect
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Use - for any list of duties/requirements/benefits, and
for prose. Do NOT repeat job title as heading. Do NOT put Job ID/requisition numbers as headings. Preserve all substantive info, remove boilerplate (cookie/navigation/legal/EEO/equal-opportunity/scam-warning, duplicated lines, application instructions). Include a section only when posting has real specific content for it. Avoid filler like "commensurate with experience", "not specified", "N/A", "varies", "TBD". Prefer few substantive sections over many thin ones.
We need to extract content from the job posting.
Let's parse the job description.
First part: "At Qualtrics, we create software..." That's about the company, maybe "About the role" or "About Qualtrics". The instruction says use headings for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can have "About the role" containing the introductory paragraph about Qualtrics and the role context.
Then "Why We Have This Role" maybe part of About the role.
Then "How You’ll Find Success" maybe part of Responsibilities? Actually that's about success criteria; could be part of Responsibilities or Qualifications. But we need to decide.
Then "How You’ll Grow" maybe part of Benefits? Actually growth opportunities; could be part of Benefits or maybe a separate section like "Growth & Development". But only allowed headings are those listed; we could put growth under "Benefits" or "Skills"? Probably better to include under "Benefits" as professional development.
Then "Things You’ll Do" is clearly Responsibilities.
Then "What We’re Looking For On Your Resume" is Requirements/Qualifications.
Then "What You Should Know About This Team" maybe about team culture; could be part of About the role or maybe a separate section like "About the team". Not in list; maybe we can incorporate into About the role.
Then "Our Team’s Favorite Perks And Benefits" is Benefits.
Then "The Qualtrics Hybrid Work Model" maybe Schedule? Actually hybrid work model describes schedule: three days in office, rest remote. That's schedule info.
Then pay range: "Washington State Base Annual Pay Transparency Range $168,000—$221,000 USD". Also mention sign-on bonus and RSUs may be included. So we have Pay.
Also mention benefits: medical, dental, vision, life and disability, 401(k) with match, paid time off, wellness reimbursement, mental health benefits, experience bonus. Already covered in perks.
We need to avoid boilerplate: EEO statements, accommodation, etc. Remove those.
Also remove duplicated lines, navigation, cookie, etc. Also remove application instructions like "Apply now", "Get notified for similar jobs", etc.
Now we need to produce HTML fragment with sections only when there is real specific content.
We'll likely have sections: About the role, Responsibilities, Requirements, Benefits, Pay, Schedule.
We might also include Skills? The "What We’re Looking For" includes technical expertise etc. Could be under Requirements or Skills. Since we have Requirements heading, we can put the bullet list there.
We need to use
- for any list of duties/requirements/benefits. So for responsibilities list (Things You’ll Do) we need a
. For requirements list (What We’re Looking For) also a . For benefits list also a . For schedule maybe just prose.
We need to preserve all substantive information; do not invent or summarize away detail.
Let's extract content.
**About the role**: Combine introductory paragraphs about Qualtrics and the role purpose.
From start:
"At Qualtrics, we create software the world’s best brands use to deliver exceptional frontline experiences, build high-performing teams, and design products people love. But we are more than a platform—we are the creators and stewards of the Experience Management category serving over 18K clients globally. Building a category takes grit, determination, and a disdain for convention—but most of all it requires close-knit, high-functioning teams with an unwavering dedication to serving our customers. When you join one of our teams, you’ll be part of a nimble group that’s empowered to set aggressive goals and move fast to achieve them. Strategic risks are encouraged and complex problems are solved together, by passing the mic and iterating until the best solution comes to light. You won’t have to look to find growth opportunities—ready or not, they’ll find you. From retail to government to healthcare, we’re on a mission to bring humanity, connection, and empathy back to business. Join over 5,000 people across the globe who think that’s work worth doing."
Then "AI Security Architect Why We Have This Role AI systems face threats that traditional security architecture wasn't built for: adversarial manipulation, model theft, data poisoning, prompt injection, and supply-chain risk across the ML pipeline. The AI Security Architect leads the design and implementation of security frameworks that protect our AI systems — building resilience against these threats and earning our customers' trust."
We could combine that into About the role.
**Responsibilities**: "Things You’ll Do" list:
- Drive Innovation in AI Security: Lead research, evaluation, and implementation of next-generation security technologies and methodologies — adversarial defense, model security, secure MLOps pipelines — that support our AI solutions.
- Conduct Security Reviews: Perform security reviews of AI products and proposed designs, including architectures built on Model Context Protocol (MCP) and agentic AI systems, identifying risks such as tool-use abuse, unauthorized action-taking, and insecure agent-to-agent or agent to-tool communication.
- Develop Standards & Reference Architectures: Author AI-related technical security standards, guardrails, and reference architectures that give product and engineering teams a secure, repeatable blueprint for building and deploying AI systems.
- Shape Security Strategy: Develop a comprehensive AI security strategy that aligns with the organization’s risk profile and business objectives.
- Manage Complex Projects: Oversee execution of large-scale AI security initiatives, ensuring on-time, on-budget delivery while proactively addressing risks and fostering adaptability within teams.
- Foster a Culture of Excellence: Create an environment that promotes knowledge sharing, collaboration, and continuous learning. Mentor colleagues to build a high-performing team committed to our security objectives.
We need to keep the bullet points as - . Possibly keep the bold headings inside each bullet? The original has bold headings like "Drive Innovation in AI Security:" then description. We can keep as part of
- text.
**Requirements / Qualifications**: "What We’re Looking For On Your Resume" includes bullet points:
- Extensive Architectural Expertise: 5+ years of experience in AI/ML security, cybersecurity architecture, or a related field, with a proven history of designing secure architectures for AI systems; capable of leading strategic initiatives to strengthen security posture.
- Technical Expertise: Strong understanding of AI/ML security adversarial machine learning, model security, threat modeling, secure MLOps — and familiarity with encryption and secure system design.
- Demonstrated Initiative Leadership: Proven experience leading large scale AI security initiatives, coordinating cross-functional teams to align with security guidelines while driving operational efficiency and business growth.
- Strategic Mindset: Ability to translate AI security challenges into actionable solutions that integrate with business objectives and risk management frameworks.
- Collaboration & Communication Skills: Excellent communication abilities to engage effectively with both technical and non-technical stakeholders, fostering constructive partnerships across the organization.
Also earlier "How You’ll Find Success" includes traits: Strategic Visionary, Technical Innovator, Collaborative Leader, Resilient and Adaptive. Those could be considered skills or qualifications. But we might incorporate them under Requirements or Skills. However to avoid duplication, we could treat them as part of Requirements as well. But the instruction says prefer few substantive sections over many thin ones. We could combine all qualifications into one Requirements section.
Thus Requirements section will include both the bullet list from "What We’re Looking For" and maybe the "How You’ll Find Success" traits as additional bullets.
But we need to ensure we don't lose any substantive info. Let's capture "How You’ll Find Success" details:
- Strategic Visionary: You hold a holistic view of AI/ML threat models, proactively identifying and mitigating emerging risks. You guide security architecture strategy so it aligns with the organization’s risk posture and business goals.
- Technical Innovator: Your drive for continuous improvement pushes you to explore and implement cutting-edge AI security practices — adversarial robustness testing, model hardening, secure MLOps — keeping our AI systems resilient against evolving threats.
- Collaborative Leader: You build partnerships across security, engineering, and data science, promoting best practices in AI security. Your ability to foster collaboration creates an informed, cohesive environment dedicated to protecting our systems.
- Resilient and Adaptive: You thrive in a fast-paced environment, managing complex projects while guiding cross-functional teams through shifts in the threat landscape or technology. Your problem- solving skills are essential to navigating the complexities of AI security governance.
These are also qualifications/skills. We could include them under Requirements as well.
But we need to avoid duplication: The "What We’re Looking For" already covers similar points. However they are distinct; we should keep them.
Thus Requirements section will have a combined list.
**Benefits**: "Our Team’s Favorite Perks And Benefits" list:
- Wellness Reimbursement for $300 per quarter for wellness activities including gym memberships, spa massages, workout equipment, meditation apps, and much more.
- $1800 Experience bonus to be used for an “Experience” of your choosing.
- Amazing QGroup Communities; MOSAIQ, Green Team, Qualtrics Pride, Q&Able, Qualtrics Salute, and Women’s Leadership Development, which exist as places for support, allyship, and advocacy.
- The Qualtrics Hybrid Work Model: Our hybrid work model is elegantly simple: we all gather in the office three days a week; Mondays and Thursdays, plus one day selected by your organizational leader. These purposeful in-person days in thoughtfully designed offices help us do our best work and harness the power of collaboration and innovation. For the rest of the week, work where you want, owning the integration of work and life. #hybrid
Also later: "For full-time positions, this pay range is for base per year; however, base pay offered within this range may vary depending on location, job-related knowledge, education, skills, and experience. A sign-on bonus and restricted stock units may be included in an employment offer. Full-time employees are eligible for medical, dental, vision, life and disability, 401(k) with match, paid time off, a wellness reimbursement, mental health benefits, and an experience bonus. For a detailed look at our benefits, visit Qualtrics US Benefits."
Thus benefits include medical, dental, vision, life and disability, 401(k) match, paid time off, wellness reimbursement, mental health benefits, experience bonus. Also the specific perks listed earlier.
We need to avoid boilerplate like EEO etc. The benefits section should include all substantive benefits.
We should not include the line "For a detailed look at our benefits, visit Qualtrics US Benefits." That's maybe a link; but it's not substantive detail; could be omitted as it's just a reference. Might be considered boilerplate? It's a link to more info; but we can keep it? The instruction: remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. This is not exactly those; it's a reference to benefits page. Might be okay to keep but it's not substantive detail; maybe we can drop as it's not a benefit itself. Safer to drop.
Also we have "Washington State Base Annual Pay Transparency Range $168,000—$221,000 USD". That's pay.
Also mention sign-on bonus and RSUs
for prose. Do NOT repeat job title as heading. Do NOT put Job ID/requisition numbers as headings. Preserve all substantive info, remove boilerplate (cookie/navigation/legal/EEO/equal-opportunity/scam-warning, duplicated lines, application instructions). Include a section only when posting has real specific content for it. Avoid filler like "commensurate with experience", "not specified", "N/A", "varies", "TBD". Prefer few substantive sections over many thin ones. We need to extract content from the job posting. Let's parse the job description. First part: "At Qualtrics, we create software..." That's about the company, maybe "About the role" or "About Qualtrics". The instruction says use headings for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we can have "About the role" containing the introductory paragraph about Qualtrics and the role context. Then "Why We Have This Role" maybe part of About the role. Then "How You’ll Find Success" maybe part of Responsibilities? Actually that's about success criteria; could be part of Responsibilities or Qualifications. But we need to decide. Then "How You’ll Grow" maybe part of Benefits? Actually growth opportunities; could be part of Benefits or maybe a separate section like "Growth & Development". But only allowed headings are those listed; we could put growth under "Benefits" or "Skills"? Probably better to include under "Benefits" as professional development. Then "Things You’ll Do" is clearly Responsibilities. Then "What We’re Looking For On Your Resume" is Requirements/Qualifications. Then "What You Should Know About This Team" maybe about team culture; could be part of About the role or maybe a separate section like "About the team". Not in list; maybe we can incorporate into About the role. Then "Our Team’s Favorite Perks And Benefits" is Benefits. Then "The Qualtrics Hybrid Work Model" maybe Schedule? Actually hybrid work model describes schedule: three days in office, rest remote. That's schedule info. Then pay range: "Washington State Base Annual Pay Transparency Range $168,000—$221,000 USD". Also mention sign-on bonus and RSUs may be included. So we have Pay. Also mention benefits: medical, dental, vision, life and disability, 401(k) with match, paid time off, wellness reimbursement, mental health benefits, experience bonus. Already covered in perks. We need to avoid boilerplate: EEO statements, accommodation, etc. Remove those. Also remove duplicated lines, navigation, cookie, etc. Also remove application instructions like "Apply now", "Get notified for similar jobs", etc. Now we need to produce HTML fragment with sections only when there is real specific content. We'll likely have sections: About the role, Responsibilities, Requirements, Benefits, Pay, Schedule. We might also include Skills? The "What We’re Looking For" includes technical expertise etc. Could be under Requirements or Skills. Since we have Requirements heading, we can put the bullet list there. We need to use
- for any list of duties/requirements/benefits. So for responsibilities list (Things You’ll Do) we need a
- . For requirements list (What We’re Looking For) also a
- . Possibly keep the bold headings inside each bullet? The original has bold headings like "Drive Innovation in AI Security:" then description. We can keep as part of
- text. **Requirements / Qualifications**: "What We’re Looking For On Your Resume" includes bullet points: - Extensive Architectural Expertise: 5+ years of experience in AI/ML security, cybersecurity architecture, or a related field, with a proven history of designing secure architectures for AI systems; capable of leading strategic initiatives to strengthen security posture. - Technical Expertise: Strong understanding of AI/ML security adversarial machine learning, model security, threat modeling, secure MLOps — and familiarity with encryption and secure system design. - Demonstrated Initiative Leadership: Proven experience leading large scale AI security initiatives, coordinating cross-functional teams to align with security guidelines while driving operational efficiency and business growth. - Strategic Mindset: Ability to translate AI security challenges into actionable solutions that integrate with business objectives and risk management frameworks. - Collaboration & Communication Skills: Excellent communication abilities to engage effectively with both technical and non-technical stakeholders, fostering constructive partnerships across the organization. Also earlier "How You’ll Find Success" includes traits: Strategic Visionary, Technical Innovator, Collaborative Leader, Resilient and Adaptive. Those could be considered skills or qualifications. But we might incorporate them under Requirements or Skills. However to avoid duplication, we could treat them as part of Requirements as well. But the instruction says prefer few substantive sections over many thin ones. We could combine all qualifications into one Requirements section. Thus Requirements section will include both the bullet list from "What We’re Looking For" and maybe the "How You’ll Find Success" traits as additional bullets. But we need to ensure we don't lose any substantive info. Let's capture "How You’ll Find Success" details: - Strategic Visionary: You hold a holistic view of AI/ML threat models, proactively identifying and mitigating emerging risks. You guide security architecture strategy so it aligns with the organization’s risk posture and business goals. - Technical Innovator: Your drive for continuous improvement pushes you to explore and implement cutting-edge AI security practices — adversarial robustness testing, model hardening, secure MLOps — keeping our AI systems resilient against evolving threats. - Collaborative Leader: You build partnerships across security, engineering, and data science, promoting best practices in AI security. Your ability to foster collaboration creates an informed, cohesive environment dedicated to protecting our systems. - Resilient and Adaptive: You thrive in a fast-paced environment, managing complex projects while guiding cross-functional teams through shifts in the threat landscape or technology. Your problem- solving skills are essential to navigating the complexities of AI security governance. These are also qualifications/skills. We could include them under Requirements as well. But we need to avoid duplication: The "What We’re Looking For" already covers similar points. However they are distinct; we should keep them. Thus Requirements section will have a combined list. **Benefits**: "Our Team’s Favorite Perks And Benefits" list: - Wellness Reimbursement for $300 per quarter for wellness activities including gym memberships, spa massages, workout equipment, meditation apps, and much more. - $1800 Experience bonus to be used for an “Experience” of your choosing. - Amazing QGroup Communities; MOSAIQ, Green Team, Qualtrics Pride, Q&Able, Qualtrics Salute, and Women’s Leadership Development, which exist as places for support, allyship, and advocacy. - The Qualtrics Hybrid Work Model: Our hybrid work model is elegantly simple: we all gather in the office three days a week; Mondays and Thursdays, plus one day selected by your organizational leader. These purposeful in-person days in thoughtfully designed offices help us do our best work and harness the power of collaboration and innovation. For the rest of the week, work where you want, owning the integration of work and life. #hybrid Also later: "For full-time positions, this pay range is for base per year; however, base pay offered within this range may vary depending on location, job-related knowledge, education, skills, and experience. A sign-on bonus and restricted stock units may be included in an employment offer. Full-time employees are eligible for medical, dental, vision, life and disability, 401(k) with match, paid time off, a wellness reimbursement, mental health benefits, and an experience bonus. For a detailed look at our benefits, visit Qualtrics US Benefits." Thus benefits include medical, dental, vision, life and disability, 401(k) match, paid time off, wellness reimbursement, mental health benefits, experience bonus. Also the specific perks listed earlier. We need to avoid boilerplate like EEO etc. The benefits section should include all substantive benefits. We should not include the line "For a detailed look at our benefits, visit Qualtrics US Benefits." That's maybe a link; but it's not substantive detail; could be omitted as it's just a reference. Might be considered boilerplate? It's a link to more info; but we can keep it? The instruction: remove cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, and application instructions. This is not exactly those; it's a reference to benefits page. Might be okay to keep but it's not substantive detail; maybe we can drop as it's not a benefit itself. Safer to drop. Also we have "Washington State Base Annual Pay Transparency Range $168,000—$221,000 USD". That's pay. Also mention sign-on bonus and RSUs
- . For benefits list also a
- . For schedule maybe just prose.
We need to preserve all substantive information; do not invent or summarize away detail.
Let's extract content.
**About the role**: Combine introductory paragraphs about Qualtrics and the role purpose.
From start:
"At Qualtrics, we create software the world’s best brands use to deliver exceptional frontline experiences, build high-performing teams, and design products people love. But we are more than a platform—we are the creators and stewards of the Experience Management category serving over 18K clients globally. Building a category takes grit, determination, and a disdain for convention—but most of all it requires close-knit, high-functioning teams with an unwavering dedication to serving our customers. When you join one of our teams, you’ll be part of a nimble group that’s empowered to set aggressive goals and move fast to achieve them. Strategic risks are encouraged and complex problems are solved together, by passing the mic and iterating until the best solution comes to light. You won’t have to look to find growth opportunities—ready or not, they’ll find you. From retail to government to healthcare, we’re on a mission to bring humanity, connection, and empathy back to business. Join over 5,000 people across the globe who think that’s work worth doing."
Then "AI Security Architect Why We Have This Role AI systems face threats that traditional security architecture wasn't built for: adversarial manipulation, model theft, data poisoning, prompt injection, and supply-chain risk across the ML pipeline. The AI Security Architect leads the design and implementation of security frameworks that protect our AI systems — building resilience against these threats and earning our customers' trust."
We could combine that into About the role.
**Responsibilities**: "Things You’ll Do" list:
- Drive Innovation in AI Security: Lead research, evaluation, and implementation of next-generation security technologies and methodologies — adversarial defense, model security, secure MLOps pipelines — that support our AI solutions.
- Conduct Security Reviews: Perform security reviews of AI products and proposed designs, including architectures built on Model Context Protocol (MCP) and agentic AI systems, identifying risks such as tool-use abuse, unauthorized action-taking, and insecure agent-to-agent or agent to-tool communication.
- Develop Standards & Reference Architectures: Author AI-related technical security standards, guardrails, and reference architectures that give product and engineering teams a secure, repeatable blueprint for building and deploying AI systems.
- Shape Security Strategy: Develop a comprehensive AI security strategy that aligns with the organization’s risk profile and business objectives.
- Manage Complex Projects: Oversee execution of large-scale AI security initiatives, ensuring on-time, on-budget delivery while proactively addressing risks and fostering adaptability within teams.
- Foster a Culture of Excellence: Create an environment that promotes knowledge sharing, collaboration, and continuous learning. Mentor colleagues to build a high-performing team committed to our security objectives.
We need to keep the bullet points as