AI Security Engineer
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We must include only sections that have real specific content. We must not repeat job title as heading. Must not include Job ID etc. Must preserve all substantive info, not invent or summarize away detail. Remove boilerplate: cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines, application instructions. Also remove "How to Apply", "Application Deadline", EEO statements, candidate privacy notices, etc.
We need to parse the posting.
Key parts:
- Title: Protect Enterprise Innovation as Our Next AI Security Engineer! (but we don't repeat as heading)
- About Us: description of Trimble.
- What Makes This Role Great: description of role.
- Key Exciting Responsibilities: bullet list.
- Essential Skills & Experience: bullet list.
- Bonus Points For: bullet list.
- Logistics: Location: Westminster, CO, Hybrid Travel Requirement: 10%
- Why You'll Love Working With Us: description.
- Compensation: includes range, Pay Rate Type Salary, Bonus Eligible? Yes, Commission Eligible? No.
- Benefits: description.
We need sections: About the role (maybe combine About Us and What Makes This Role Great?), Responsibilities, Requirements (maybe Essential Skills & Experience), Qualifications (maybe Bonus Points?), Skills (maybe combine?), Benefits, Pay, Schedule.
We need to decide which sections to include based on content.
We have location and travel requirement (logistics) - could be Schedule? Not exactly schedule; maybe we can put under "Schedule" if we have schedule info (none). Travel requirement maybe not schedule. Could put under "About the role" or separate "Logistics" but we only allowed headings from list. Could incorporate location into a short paragraph under About the role or maybe under "Benefits"? Not appropriate. Could create a "Schedule" section if we have schedule info: we have Hybrid, Travel Requirement 10% - that's not schedule but could be considered schedule? Might be okay to include under "Schedule" heading with that info. However guidelines: only create Pay/Schedule/Benefits sections if posting actually states them. It does state location and travel requirement, which could be considered schedule? Not exactly but maybe we can treat as "Schedule". The instruction: "never create Pay/Schedule/Benefits sections unless the posting actually states them." It does state location and travel requirement, which is not exactly schedule but could be considered schedule info. Might be acceptable.
We also have compensation range and bonus eligibility, commission not eligible. So we can create Pay section with that info.
Benefits section: we have benefits description.
Thus we will have sections:
- About the role (maybe combine About Us and What Makes This Role Great). Use About the role
then paragraphs.
- Responsibilities: Responsibilities
with - list.
- Requirements:
Requirements
with - list (Essential Skills & Experience).
- Qualifications: maybe Bonus Points For? Could be Qualifications. Use
Qualifications
with list.
- Skills: maybe we could combine but we already have Requirements and Qualifications; Skills maybe redundant. Could omit Skills if not needed. The instruction: prefer a few substantive sections over many thin ones. So we could omit Skills if content overlaps. We have Requirements (essential skills) and Qualifications (bonus). That's enough.
- Benefits: Benefits
with paragraph.
- Pay: Pay
with paragraph (range, salary type, bonus eligible, commission not eligible).
- Schedule: Schedule
with paragraph (Location: Westminster, CO, Hybrid; Travel Requirement: 10%).
We must not include duplicated lines, boilerplate. Remove "How to Apply", EEO statements, etc.
We must preserve all substantive information. Let's extract substantive content.
About Us: "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."
Also corporate description: "Corporate 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."
We can combine into a paragraph about Trimble.
What Makes This Role Great: "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."
We can include that as part of About the role.
Responsibilities list:
- 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.
Essential Skills & Experience list:
- 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.
Bonus Points For list:
- 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.
Logistics: Location: Westminster, CO, Hybrid Travel Requirement: 10%
Why You'll Love Working With Us: paragraphs about purpose-driven culture, impact, collaborative culture, entrepreneurial spirit.
We can include that as part of About the role or separate section? Could be part of About the role but we already have About the role covering company and role. Might be okay to add another section "Why you'll love working with us" but not in allowed headings list. Not allowed. So we should incorporate that content into About the role or maybe under Benefits? Not appropriate. Could add a short paragraph under About the role after company description.
Thus About the role will contain: company description, role description, why you'll love working with us.
Now 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."
Pay: "Compensation: Trimble provides the following compensation range and general description of other compensation and benefits that it in good faith believes it might pay and/or offer for this position. 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. Hiring Range $115,600.00–$158,900.00 Pay Rate Type Salary Bonus Eligible? Yes Commission Eligible? No"
We need to preserve all substantive info; we can condense but must not lose detail. We'll include the range, pay rate type, bonus eligible yes, commission eligible no. Also note that it's based on full time schedule. Could mention that.
Schedule: "Location: Westminster, CO, Hybrid Travel Requirement: 10%"
We should not include "Logistics" heading; we put under Schedule.
Now ensure we don't include boilerplate like "How to Apply", "Application Deadline", EEO statements, candidate privacy notices, etc.
Now produce HTML fragment:
About the role
... paragraphs ...
Responsibilities
- ...
...
Requirements
...
Qualifications
...
Benefits
...
Pay
...
Schedule
...
Make sure no extra whitespace? It's fine.
Now craft paragraphs.
About the role paragraph(s): Could be multiple elements. We'll combine company description and role description and why you'll love working.
First paragraph: company description: "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."
Second paragraph: role description: "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."
Third paragraph: why you'll love working: "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
Requirements
with- list (Essential Skills & Experience).
- Qualifications: maybe Bonus Points For? Could be Qualifications. Use
Qualifications
with list. - Skills: maybe we could combine but we already have Requirements and Qualifications; Skills maybe redundant. Could omit Skills if not needed. The instruction: prefer a few substantive sections over many thin ones. So we could omit Skills if content overlaps. We have Requirements (essential skills) and Qualifications (bonus). That's enough. - Benefits:Benefits
with paragraph. - Pay:Pay
with paragraph (range, salary type, bonus eligible, commission not eligible). - Schedule:Schedule
with paragraph (Location: Westminster, CO, Hybrid; Travel Requirement: 10%). We must not include duplicated lines, boilerplate. Remove "How to Apply", EEO statements, etc. We must preserve all substantive information. Let's extract substantive content. About Us: "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." Also corporate description: "Corporate 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." We can combine into a paragraph about Trimble. What Makes This Role Great: "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." We can include that as part of About the role. Responsibilities list: - 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. Essential Skills & Experience list: - 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. Bonus Points For list: - 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. Logistics: Location: Westminster, CO, Hybrid Travel Requirement: 10% Why You'll Love Working With Us: paragraphs about purpose-driven culture, impact, collaborative culture, entrepreneurial spirit. We can include that as part of About the role or separate section? Could be part of About the role but we already have About the role covering company and role. Might be okay to add another section "Why you'll love working with us" but not in allowed headings list. Not allowed. So we should incorporate that content into About the role or maybe under Benefits? Not appropriate. Could add a short paragraph under About the role after company description. Thus About the role will contain: company description, role description, why you'll love working with us. Now 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." Pay: "Compensation: Trimble provides the following compensation range and general description of other compensation and benefits that it in good faith believes it might pay and/or offer for this position. 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. Hiring Range $115,600.00–$158,900.00 Pay Rate Type Salary Bonus Eligible? Yes Commission Eligible? No" We need to preserve all substantive info; we can condense but must not lose detail. We'll include the range, pay rate type, bonus eligible yes, commission eligible no. Also note that it's based on full time schedule. Could mention that. Schedule: "Location: Westminster, CO, Hybrid Travel Requirement: 10%" We should not include "Logistics" heading; we put under Schedule. Now ensure we don't include boilerplate like "How to Apply", "Application Deadline", EEO statements, candidate privacy notices, etc. Now produce HTML fragment:About the role
... paragraphs ...
Responsibilities
- ... ...
Requirements
- ...
Qualifications
- ...
Benefits
...
Pay
...
Schedule
...
Make sure no extra whitespace? It's fine. Now craft paragraphs. About the role paragraph(s): Could be multipleelements. We'll combine company description and role description and why you'll love working. First paragraph: company description: "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." Second paragraph: role description: "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." Third paragraph: why you'll love working: "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