AI Security Engineer
for sections: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. Must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info. Remove boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning, duplicated lines, application instructions. Also remove "How to Apply", "Application Deadline", EEO statements, privacy notices, etc. We need to parse the posting. Key sections: - About Us: description of Trimble. Could be "About the role"? Actually "About Us" is company description. The instruction says use headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we need to map content accordingly. We have: - "What Makes This Role Great" describes role: high-impact senior individual contributor, dedicated AI security expert, bridging Agentic AI, Cyber Security, AI Governance, ownership to design adversarial attack scenarios, secure agentic systems, develop secure-by-default reference architectures. That could be "About the role" section. - "Key Exciting Responsibilities": list bullet points. - "Essential Skills & Experience": list of Experience": list bullet points. - "Bonus Points For": additional experience. - "Logistics": Location: Westminster, CO, Hybrid Travel Requirement: 10% - "Why You'll Love Working With Us": company culture, impact, etc. Could be part of "About the role"? Might be separate but not a standard heading. Could be omitted or included as part of About the role? Probably we can include as part of About the role or maybe as a separate section like "About the company". But only allowed headings list; we could put under "About the role" or maybe "Qualifications"? Better to include under "About the role" as it's about role and company. - Compensation: "Compensation: Trimble provides the following compensation range..." includes Pay Range $115,600–$158,900, Pay Rate Type Salary, Bonus Eligible? Yes, Commission Eligible? No. Also mention benefits description. - Benefits: "Benefits: Trimble offers comprehensive core benefits that include Medical, Dental, Vision, Life, Disability, Time off plans and retirement plans. Most of our businesses also offer tax savings plans for health, dependent care and commuter expenses as well as Paid Parental Leave and Employee Stock Purchase Plan." Thus we have Pay and Benefits sections. Schedule: Not explicitly mentioned besides hybrid and travel requirement 10% (travel). No explicit schedule like full-time, part-time. Could infer full-time from compensation range based on full time schedule. But we should not create Schedule section unless posting actually states them. It mentions "This compensation range is based on a full time schedule." That's a statement about schedule. So we could include Schedule section with that detail: full-time schedule. However the instruction: "never create Pay/Schedule/Benefits sections unless the posting actually states them." It does state full time schedule. So we can include Schedule with that detail. But we also have Location and Travel Requirement. That could be part of Logistics but not a standard heading. Could we include under "About the role"? Probably better to include as a short paragraph under About the role or maybe as its own section not in list. Since only allowed headings are those, we should not create extra headings like "Logistics". So we need to fold location/travel into a short
maybe under About the role or under Responsibilities? Probably under About the role we can include location and travel. We must not repeat job title as heading. So no heading for "AI Security Engineer". Good. We must not include boilerplate like EEO, privacy notices, application instructions, etc. We need to preserve all substantive information: that includes company description, role description, responsibilities, essential skills, bonus points, location, travel, why you'll love working with us (culture/impact), compensation, benefits, schedule (full-time). Also maybe mention "Hybrid". Also mention "Travel Requirement: 10%". Also mention "Location: Westminster, CO". Also mention "Bonus Points For". Also mention "Relevant certifications". Also mention "Contributions to open-source AI security tools, published security research, CVEs, or industry conference speaking engagements." etc. We need to format using
for section headings, - for any list of duties/requirements/benefits, and
for prose.
We need to decide which sections to include:
- About the role (includes role description, company description, location, travel, why you'll love working with us? maybe combine.)
- Responsibilities (list)
- Requirements (maybe essential skills & experience)
- Qualifications (maybe bonus points? Or we could treat essential skills as Requirements, bonus points as Qualifications. Or we could combine essential skills and bonus points under Requirements and Qualifications respectively.)
- Skills (maybe list specific technical skills like Python, MLOps, AI frameworks, etc.) But we already have essential skills includes those. Could separate but risk duplication. The instruction: "Prefer a few substantive sections over many thin ones." So we should not over-section. Perhaps we have:
- About the role (prose)
- Responsibilities (list)
- Requirements (list) covering essential skills & experience
- Qualifications (list) covering bonus points
- Benefits (list)
- Pay (prose with range and details)
- Schedule (prose with full-time)
We could also include Location/Travel under About the role as a short paragraph.
We must not include headings with filler text. Ensure each heading has substantive content.
Now let's extract content.
About Us / company description: Two paragraphs about Trimble. Could be included.
What Makes This Role Great: description.
Why You'll Love Working With Us: culture/impact.
Location: Westminster, CO, Hybrid Travel Requirement: 10%.
We'll combine these into About the role section.
Now Responsibilities: list bullet points from "Key Exciting Responsibilities". Let's capture each:
- Assess and secure AI agents, tool integrations, and agentic workflows while evaluating permission scoping, action-chain risk, and non-human identity frameworks.
- Design and execute advanced adversarial attack scenarios including prompt injection, jailbreaking, insecure output handling, and data leakage across retrieval pipelines.
- Partner with AI engineers to establish automated security guardrails, vector store access controls, and output filtering policies across model lifecycles.
- Audit AI Ops pipelines, vet third-party AI supply chain components, and lead model risk assessments prior to production deployment.
- Develop enterprise AI security standards and train cross-functional AppSec, SecOps, and GRC teams on AI-specific attack classes and threat mitigations.
That's 5 items.
Now Essential Skills & Experience: list bullet points:
- 5+ years of security engineering or application security experience with demonstrated technical depth in operational AI attack classes.
- Hands-on proficiency with Python, MLOps tooling, AI frameworks (PyTorch, TensorFlow), and agent protocols (MCP).
- Practical experience executing AI red-teaming using open-source tools such as PyRIT, Garak, or Promptfoo.
- Solid background in cloud security architecture across AWS, Azure, or GCP and containerized environment security.
- Strong working knowledge of OWASP Top 10 for LLMs, OWASP agentic threat guidance, and NIST AI RMF standards.
Now Bonus Points For:
- Experience with commercial AI security platforms, shadow AI discovery tools, or applied MITRE ATLAS tactics.
- Awareness of international AI governance frameworks, including ISO/IEC 42001 and the EU AI Act.
- Contributions to open-source AI security tools, published security research, CVEs, or industry conference speaking engagements.
- Relevant certifications such as OSCP, OSCE, AWS Security Specialty, or GIAC cloud security tracks.
Now Benefits: list bullet points from description:
- Medical
- Dental
- Vision
- Life
- Disability
- Time off plans
- Retirement plans
- Tax savings plans for health, dependent care and commuter expenses
- Paid Parental Leave
- Employee Stock Purchase Plan
We could also mention "comprehensive core benefits". We'll list as items.
Now Pay: details:
- Hiring Range $115,600.00–$158,900.00
- Pay Rate Type Salary
- Bonus Eligible? Yes
- Commission Eligible? No
- Note: This compensation range is based on a full time schedule. Trimble reserves the right to ultimately pay more or less than the posted range and offer additional benefits and other compensation, depending on circumstances not related to an applicant’s sex or other status protected by local, state, or federal law.
We should preserve that note? It's substantive but maybe boilerplate? It's about compensation range. It's not EEO. It's okay to keep.
Now Schedule: statement: "This compensation range is based on a full time schedule." So we can put Schedule: Full-time.
Also note Hybrid and Travel 10% maybe under About the role.
Now we need to output only HTML fragment, no /, no markdown fences.
We'll produce something like:
About the role
Trimble is an industrial technology company transforming the way the world works by delivering solutions that enable our customers to thrive. We create technologies that connect the digital and physical worlds, helping our customers increase productivity, quality, safety, and sustainability. From purpose-built products to enterprise-level solutions, our technology empowers professionals in construction, geospatial, government, transportation, and more. Trimble is a global technology company that connects the physical and digital worlds, transforming the ways work gets done. With relentless innovation in precise positioning, modeling and data analytics, Trimble enables essential industries including construction, geospatial and transportation. Whether it's helping customers build and maintain infrastructure, design and construct buildings, optimize global supply chains or map the world, Trimble is at the forefront, driving productivity and progress.
In this high-impact senior individual contributor role, you will serve as the dedicated AI security expert across the enterprise, bridging Agentic AI, Cyber Security, and AI Governance. You will have full ownership to design adversarial attack scenarios, secure agentic systems, and develop secure-by-default reference architectures that directly protect next-generation enterprise technology.
Location: Westminster, CO (Hybrid). Travel Requirement: 10%.
At Trimble, we're not just a company that "does good"—we are a team dedicated to making a tangible, positive Real-World Impact. We build innovative solutions designed to solve the world's most critical challenges. From construction sites to transportation hubs, our work tangibly improves how people live, build, move, and grow. You'll work on projects that truly matter: Our purpose-driven culture means you'll be helping to build and deliver solutions that make work faster, safer, and more sustainable for millions of people worldwide. Our impact is tangible, from connected machines that save fuel to data-driven insights that reduce waste. Collaborate with like-minded people: Our strong internal culture is a "hidden gem." You will work with a collaborative, supportive team that shares your purpose and fosters a genuine sense of belonging. We're a company of "visionary pragmatists" who think boldly and build things that work. Be an owner: Trimble thrives on individuals who take initiative and embrace ownership. You'll find an entrepreneurial spirit where success is often "self-authored," empowering proactive "doers."
Responsibilities
- Assess and secure AI agents, tool integrations, and agentic workflows while evaluating permission scoping, action-chain risk, and non-human identity frameworks.
- Design and execute advanced adversarial attack scenarios including prompt injection, jailbreaking, insecure output handling, and data leakage across retrieval pipelines.
- Partner with AI engineers to establish automated security guardrails, vector store
for prose. We need to decide which sections to include: - About the role (includes role description, company description, location, travel, why you'll love working with us? maybe combine.) - Responsibilities (list) - Requirements (maybe essential skills & experience) - Qualifications (maybe bonus points? Or we could treat essential skills as Requirements, bonus points as Qualifications. Or we could combine essential skills and bonus points under Requirements and Qualifications respectively.) - Skills (maybe list specific technical skills like Python, MLOps, AI frameworks, etc.) But we already have essential skills includes those. Could separate but risk duplication. The instruction: "Prefer a few substantive sections over many thin ones." So we should not over-section. Perhaps we have: - About the role (prose) - Responsibilities (list) - Requirements (list) covering essential skills & experience - Qualifications (list) covering bonus points - Benefits (list) - Pay (prose with range and details) - Schedule (prose with full-time) We could also include Location/Travel under About the role as a short paragraph. We must not include headings with filler text. Ensure each heading has substantive content. Now let's extract content. About Us / company description: Two paragraphs about Trimble. Could be included. What Makes This Role Great: description. Why You'll Love Working With Us: culture/impact. Location: Westminster, CO, Hybrid Travel Requirement: 10%. We'll combine these into About the role section. Now Responsibilities: list bullet points from "Key Exciting Responsibilities". Let's capture each: - Assess and secure AI agents, tool integrations, and agentic workflows while evaluating permission scoping, action-chain risk, and non-human identity frameworks. - Design and execute advanced adversarial attack scenarios including prompt injection, jailbreaking, insecure output handling, and data leakage across retrieval pipelines. - Partner with AI engineers to establish automated security guardrails, vector store access controls, and output filtering policies across model lifecycles. - Audit AI Ops pipelines, vet third-party AI supply chain components, and lead model risk assessments prior to production deployment. - Develop enterprise AI security standards and train cross-functional AppSec, SecOps, and GRC teams on AI-specific attack classes and threat mitigations. That's 5 items. Now Essential Skills & Experience: list bullet points: - 5+ years of security engineering or application security experience with demonstrated technical depth in operational AI attack classes. - Hands-on proficiency with Python, MLOps tooling, AI frameworks (PyTorch, TensorFlow), and agent protocols (MCP). - Practical experience executing AI red-teaming using open-source tools such as PyRIT, Garak, or Promptfoo. - Solid background in cloud security architecture across AWS, Azure, or GCP and containerized environment security. - Strong working knowledge of OWASP Top 10 for LLMs, OWASP agentic threat guidance, and NIST AI RMF standards. Now Bonus Points For: - Experience with commercial AI security platforms, shadow AI discovery tools, or applied MITRE ATLAS tactics. - Awareness of international AI governance frameworks, including ISO/IEC 42001 and the EU AI Act. - Contributions to open-source AI security tools, published security research, CVEs, or industry conference speaking engagements. - Relevant certifications such as OSCP, OSCE, AWS Security Specialty, or GIAC cloud security tracks. Now Benefits: list bullet points from description: - Medical - Dental - Vision - Life - Disability - Time off plans - Retirement plans - Tax savings plans for health, dependent care and commuter expenses - Paid Parental Leave - Employee Stock Purchase Plan We could also mention "comprehensive core benefits". We'll list as items. Now Pay: details: - Hiring Range $115,600.00–$158,900.00 - Pay Rate Type Salary - Bonus Eligible? Yes - Commission Eligible? No - Note: This compensation range is based on a full time schedule. Trimble reserves the right to ultimately pay more or less than the posted range and offer additional benefits and other compensation, depending on circumstances not related to an applicant’s sex or other status protected by local, state, or federal law. We should preserve that note? It's substantive but maybe boilerplate? It's about compensation range. It's not EEO. It's okay to keep. Now Schedule: statement: "This compensation range is based on a full time schedule." So we can put Schedule: Full-time. Also note Hybrid and Travel 10% maybe under About the role. Now we need to output only HTML fragment, no /, no markdown fences. We'll produce something like:
About the role
Trimble is an industrial technology company transforming the way the world works by delivering solutions that enable our customers to thrive. We create technologies that connect the digital and physical worlds, helping our customers increase productivity, quality, safety, and sustainability. From purpose-built products to enterprise-level solutions, our technology empowers professionals in construction, geospatial, government, transportation, and more. Trimble is a global technology company that connects the physical and digital worlds, transforming the ways work gets done. With relentless innovation in precise positioning, modeling and data analytics, Trimble enables essential industries including construction, geospatial and transportation. Whether it's helping customers build and maintain infrastructure, design and construct buildings, optimize global supply chains or map the world, Trimble is at the forefront, driving productivity and progress.
In this high-impact senior individual contributor role, you will serve as the dedicated AI security expert across the enterprise, bridging Agentic AI, Cyber Security, and AI Governance. You will have full ownership to design adversarial attack scenarios, secure agentic systems, and develop secure-by-default reference architectures that directly protect next-generation enterprise technology.
Location: Westminster, CO (Hybrid). Travel Requirement: 10%.
At Trimble, we're not just a company that "does good"—we are a team dedicated to making a tangible, positive Real-World Impact. We build innovative solutions designed to solve the world's most critical challenges. From construction sites to transportation hubs, our work tangibly improves how people live, build, move, and grow. You'll work on projects that truly matter: Our purpose-driven culture means you'll be helping to build and deliver solutions that make work faster, safer, and more sustainable for millions of people worldwide. Our impact is tangible, from connected machines that save fuel to data-driven insights that reduce waste. Collaborate with like-minded people: Our strong internal culture is a "hidden gem." You will work with a collaborative, supportive team that shares your purpose and fosters a genuine sense of belonging. We're a company of "visionary pragmatists" who think boldly and build things that work. Be an owner: Trimble thrives on individuals who take initiative and embrace ownership. You'll find an entrepreneurial spirit where success is often "self-authored," empowering proactive "doers."
Responsibilities
- Assess and secure AI agents, tool integrations, and agentic workflows while evaluating permission scoping, action-chain risk, and non-human identity frameworks.
- Design and execute advanced adversarial attack scenarios including prompt injection, jailbreaking, insecure output handling, and data leakage across retrieval pipelines.
- Partner with AI engineers to establish automated security guardrails, vector store