AI Security Engineer
for section headings. Use - for any list of duties/requirements/benefits. Use
for prose.
We must 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 preserve all substantive information.
Let's extract content:
- About Us: two paragraphs describing Trimble. Could combine into one
maybe.
- What Makes This Role Great: paragraph describing role.
- Key Exciting Responsibilities: bullet list of responsibilities.
- Essential Skills & Experience: bullet list of requirements.
- Bonus Points For: bullet list of bonus.
- Logistics: location and travel requirement.
- Why You'll Love Working With Us: paragraphs about culture, impact, etc.
- Compensation: range, pay rate type, bonus eligible, commission eligible.
- Benefits: description of benefits.
We need to decide sections: About Us, What Makes This Role Great, Responsibilities, Requirements (or Skills & Experience), Bonus Points (maybe combine into Requirements?), Logistics, Why You'll Love Working With Us, Compensation, Benefits.
We must not create sections with placeholder text. All have content.
We need to format:
About Us
... combined paragraphs ...
What Makes This Role Great
...
Key Exciting Responsibilities
- ... each bullet ...
Essential Skills & Experience
- ... each bullet ...
Bonus Points For
- ... each bullet ...
Logistics
Location: Westminster, CO, Hybrid. Travel Requirement: 10%.
Why You'll Love Working With Us
... paragraphs ... maybe combine into one or multiple
.
Compensation
Hiring Range $115,600.00–$158,900.00. Pay Rate Type: Salary. Bonus Eligible: Yes. Commission Eligible: No.
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.
We need to ensure no duplicate content. Also remove any lines like "Compensation: Trimble provides the following compensation range..." we already captured.
Check for any other substantive content: maybe "AI Security Engineer, Application Security, Cyber Security, Agentic AI, Prompt Injection, MLOps, Red Teaming, OWASP LLM, AI Governance, Cloud Security" appears as tags; could be omitted as not substantive? It's like keywords; but it's part of posting. Might be considered metadata; but we can keep as a maybe under "About the role"? However instructions: do not put Job ID/requisition numbers as headings — fold minor metadata into a short
or drop it. This line is like tags; could be dropped or placed in a short p. I'd drop it as not essential.
Also "Protect Enterprise Innovation as Our Next AI Security Engineer! Are you ready to lead the defense..." is like intro; could be part of "What Makes This Role Great"? Actually that is a tagline. Could be included in that section. But we already have a section for role greatness. We could incorporate that tagline into that
. However we must preserve all substantive information; the tagline is substantive? It's marketing fluff but still part of posting. We'll include it in the "What Makes This Role Great" paragraph.
Let's craft the About Us paragraph: combine two paragraphs.
First paragraph: "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."
Second paragraph: "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. For more information about Trimble (Nasdaq:TRMB), visit: www.trimble.com."
We can combine.
Now "What Makes This Role Great": include the tagline and description.
Tagline: "Protect Enterprise Innovation as Our Next AI Security Engineer! Are you ready to lead the defense of cutting-edge artificial intelligence systems across a global technology leader? Join our team to secure agentic systems, safeguard models against adversarial threats, and embed robust automated controls into next-generation AI deployments."
Then 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."
Combine into one
.
Now responsibilities list: need to extract each bullet.
From text:
- 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.
Make
- each.
Now Essential Skills & Experience bullets:
- 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.
Make list.
Bonus Points For bullets:
- 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.
Make list.
Logistics: "Location: Westminster, CO, Hybrid Travel Requirement: 10%". Could be a short p.
Why You'll Love Working With Us: multiple paragraphs.
Paragraph1: "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."
Paragraph2: "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."
Paragraph3: "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'."
Combine into maybe multiple
under same heading.
Compensation: we have details.
"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 substantive info: range, pay rate type, bonus eligible, commission eligible. The preceding sentences are somewhat boilerplate but still part of compensation description; we can keep them as part of
. However instructions: remove boilerplate like legal/EEO etc. This is not exactly EEO but it's a disclaimer about compensation; might be considered boilerplate but it's part of the posting. I'd keep the core: range, pay rate type, bonus eligible, commission eligible. Could also keep the sentence about Trimble reserves right... but that's somewhat generic. I'd include it maybe as part of same p.
Thus:
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.
Benefits: we have description.
"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. If this position is identified above as commission- or bonus-eligible, the terms of the commission plan or discretionary bonus plan for which you are eligible will be provided following the employee start date."
We need to preserve substantive info: core benefits list, tax savings plans, Paid Parental Leave, Employee Stock Purchase Plan. The sentence about commission/bonus-eligible terms is conditional; we can keep but it's not essential
for prose. We must 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 preserve all substantive information. Let's extract content: - About Us: two paragraphs describing Trimble. Could combine into one
maybe. - What Makes This Role Great: paragraph describing role. - Key Exciting Responsibilities: bullet list of responsibilities. - Essential Skills & Experience: bullet list of requirements. - Bonus Points For: bullet list of bonus. - Logistics: location and travel requirement. - Why You'll Love Working With Us: paragraphs about culture, impact, etc. - Compensation: range, pay rate type, bonus eligible, commission eligible. - Benefits: description of benefits. We need to decide sections: About Us, What Makes This Role Great, Responsibilities, Requirements (or Skills & Experience), Bonus Points (maybe combine into Requirements?), Logistics, Why You'll Love Working With Us, Compensation, Benefits. We must not create sections with placeholder text. All have content. We need to format:
About Us
... combined paragraphs ...
What Makes This Role Great
...
Key Exciting Responsibilities
- ... each bullet ...
Essential Skills & Experience
- ... each bullet ...
Bonus Points For
- ... each bullet ...
Logistics
Location: Westminster, CO, Hybrid. Travel Requirement: 10%.
Why You'll Love Working With Us
... paragraphs ... maybe combine into one or multiple
.
Compensation
Hiring Range $115,600.00–$158,900.00. Pay Rate Type: Salary. Bonus Eligible: Yes. Commission Eligible: No.
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.
We need to ensure no duplicate content. Also remove any lines like "Compensation: Trimble provides the following compensation range..." we already captured. Check for any other substantive content: maybe "AI Security Engineer, Application Security, Cyber Security, Agentic AI, Prompt Injection, MLOps, Red Teaming, OWASP LLM, AI Governance, Cloud Security" appears as tags; could be omitted as not substantive? It's like keywords; but it's part of posting. Might be considered metadata; but we can keep as amaybe under "About the role"? However instructions: do not put Job ID/requisition numbers as headings — fold minor metadata into a short
or drop it. This line is like tags; could be dropped or placed in a short p. I'd drop it as not essential. Also "Protect Enterprise Innovation as Our Next AI Security Engineer! Are you ready to lead the defense..." is like intro; could be part of "What Makes This Role Great"? Actually that is a tagline. Could be included in that section. But we already have a section for role greatness. We could incorporate that tagline into that
. However we must preserve all substantive information; the tagline is substantive? It's marketing fluff but still part of posting. We'll include it in the "What Makes This Role Great" paragraph. Let's craft the About Us paragraph: combine two paragraphs. First paragraph: "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." Second paragraph: "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. For more information about Trimble (Nasdaq:TRMB), visit: www.trimble.com." We can combine. Now "What Makes This Role Great": include the tagline and description. Tagline: "Protect Enterprise Innovation as Our Next AI Security Engineer! Are you ready to lead the defense of cutting-edge artificial intelligence systems across a global technology leader? Join our team to secure agentic systems, safeguard models against adversarial threats, and embed robust automated controls into next-generation AI deployments." Then 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." Combine into one
. Now responsibilities list: need to extract each bullet. From text: - 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. Make
- each.
Now Essential Skills & Experience bullets:
- 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.
Make list.
Bonus Points For bullets:
- 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.
Make list.
Logistics: "Location: Westminster, CO, Hybrid Travel Requirement: 10%". Could be a short p.
Why You'll Love Working With Us: multiple paragraphs.
Paragraph1: "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."
Paragraph2: "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."
Paragraph3: "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'."
Combine into maybe multiple
under same heading. Compensation: we have details. "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 substantive info: range, pay rate type, bonus eligible, commission eligible. The preceding sentences are somewhat boilerplate but still part of compensation description; we can keep them as part of
. However instructions: remove boilerplate like legal/EEO etc. This is not exactly EEO but it's a disclaimer about compensation; might be considered boilerplate but it's part of the posting. I'd keep the core: range, pay rate type, bonus eligible, commission eligible. Could also keep the sentence about Trimble reserves right... but that's somewhat generic. I'd include it maybe as part of same p. Thus:
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.
Benefits: we have description. "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. If this position is identified above as commission- or bonus-eligible, the terms of the commission plan or discretionary bonus plan for which you are eligible will be provided following the employee start date." We need to preserve substantive info: core benefits list, tax savings plans, Paid Parental Leave, Employee Stock Purchase Plan. The sentence about commission/bonus-eligible terms is conditional; we can keep but it's not essential