AI Security Engineer
for each heading. Use - for lists. Use
for prose. Do NOT repeat job title as heading. Do NOT include Job ID etc. Remove boilerplate, navigation, legal, EEO, scam warning, duplicated lines, application instructions. Keep substantive info.
We need to parse the posting.
Key sections:
- About Us (company description) maybe part of About the role? The instruction: Use headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we need to map content.
We have "About Us" describing Trimble. Could be part of About the role? Probably "About the role" includes description of role and company? The posting includes "What Makes This Role Great" and "About Us". We'll combine into About the role section.
Responsibilities: "Key Exciting Responsibilities" bullet list.
Requirements/Qualifications/Skills: The posting has "Essential Skills & Experience" and "Bonus Points For". Also "Relevant certifications". We need to decide which heading to use. The instruction: Use headings for Requirements, Qualifications, Skills. We can split: Requirements (essential skills & experience), Qualifications (maybe certifications?), Skills (maybe technical skills). But we need to avoid thin sections. Perhaps combine into one "Requirements" section covering essential skills & experience, bonus points, certifications. Or we could have separate sections if substantive.
Pay: There's compensation range and description. So we need Pay section.
Benefits: There's Benefits description.
Schedule: There's "Location: Westminster, CO, Hybrid Travel Requirement: 10%". That's schedule? Not exactly schedule but location and travel. Could be Schedule section? The instruction says use Schedule heading only if posting actually states them. It does state location and travel requirement. So we can put that under Schedule.
We must not include filler like "commensurate with experience". Not present.
We must not include application instructions (How to Apply, etc). Remove that.
We must not include EEO boilerplate, diversity statement, candidate privacy notices, etc.
We must preserve all substantive information.
Let's extract substantive content:
About Us / What Makes This Role Great:
- "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."
- 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.
- 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.
- 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 combine into About the role.
Responsibilities (Key Exciting 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 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:
- 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:
- 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.
We could treat Bonus Points as part of Requirements or Qualifications.
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 include Pay section with that info.
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.
- 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 can include that.
Schedule:
- Location: Westminster, CO, Hybrid
- Travel Requirement: 10%
We can put under Schedule.
We must not include "How to Apply", "Application Deadline", EEO statements, diversity statement, candidate privacy notices, etc.
Now produce HTML fragment.
Structure:
About the role
... combined prose ...
Responsibilities
- ...
...
Requirements
... maybe combine essential skills & experience and bonus points and certifications? Could be a list.
Or we could split into Requirements and Qualifications and Skills but risk thin sections. Let's make one Requirements section containing all essential skills, bonus points, certifications as a list.
But we need to follow instruction: Use headings for Requirements, Qualifications, Skills. If we combine all into Requirements, we might omit Qualifications and Skills headings (which would be empty). That's okay because we only include sections when posting has real content. So we can have only Requirements section with all skill/experience info. Or we could split: Requirements (essential skills & experience), Qualifications (certifications), Skills (technical proficiencies). That would be three sections each with content. Let's see if we have enough content for each.
Essential skills & experience: includes years, proficiency, experience, background, knowledge. That's substantive.
Qualifications: certifications (OSCP, OSCE, AWS Security Specialty, GIAC cloud security tracks). That's substantive.
Skills: maybe list of technical proficiencies: Python, MLOps tooling, AI frameworks (PyTorch, TensorFlow), agent protocols (MCP), cloud security (AWS, Azure, GCP), containerized environment security, OWASP Top 10 for LLMs, OWASP agentic threat guidance, NIST AI RMF, commercial AI security platforms, shadow AI discovery tools, MITRE ATLAS tactics, ISO/IEC 42001, EU AI Act, open-source AI security tools, published research, CVEs, conference speaking. That's a lot; could be separate.
But to avoid too many thin sections, maybe combine into Requirements and Qualifications only. However instruction says prefer a few substantive sections over many thin ones. Having three sections might be okay if each is substantive.
Let's decide: We'll have:
- About the role
- Responsibilities
- Requirements (essential skills & experience)
- Qualifications (certifications)
- Benefits
- Pay
- Schedule
We'll omit Skills as separate; we can include technical proficiencies within Requirements.
But we need to ensure we don't miss any substantive info: The bonus points (commercial AI security platforms, shadow AI discovery tools, MITRE ATLAS, ISO/IEC 42001, EU AI Act, contributions to open-source, research, CVEs, speaking) could go under Qualifications or Requirements. Let's put them under Requirements as well, making Requirements broad.
Qualifications then just certifications.
Alternatively, we could have Requirements (essential skills & experience), Qualifications (certifications + bonus points), Skills (technical proficiencies). But that may be thin.
I'll go with:
- About the role
- Responsibilities
- Requirements (includes essential skills & experience, bonus points, technical proficiencies)
- Qualifications (certifications)
- Benefits
- Pay
- Schedule
Now craft HTML.
We need to preserve all substantive info; not invent or summarize away detail. So we must keep exact phrases? We can paraphrase but must not lose detail. We'll keep bullet points as given.
Let's write About the role paragraph(s). Could be multiple tags.
We'll combine:
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.
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.
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.
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
for prose. Do NOT repeat job title as heading. Do NOT include Job ID etc. Remove boilerplate, navigation, legal, EEO, scam warning, duplicated lines, application instructions. Keep substantive info. We need to parse the posting. Key sections: - About Us (company description) maybe part of About the role? The instruction: Use headings like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. So we need to map content. We have "About Us" describing Trimble. Could be part of About the role? Probably "About the role" includes description of role and company? The posting includes "What Makes This Role Great" and "About Us". We'll combine into About the role section. Responsibilities: "Key Exciting Responsibilities" bullet list. Requirements/Qualifications/Skills: The posting has "Essential Skills & Experience" and "Bonus Points For". Also "Relevant certifications". We need to decide which heading to use. The instruction: Use headings for Requirements, Qualifications, Skills. We can split: Requirements (essential skills & experience), Qualifications (maybe certifications?), Skills (maybe technical skills). But we need to avoid thin sections. Perhaps combine into one "Requirements" section covering essential skills & experience, bonus points, certifications. Or we could have separate sections if substantive. Pay: There's compensation range and description. So we need Pay section. Benefits: There's Benefits description. Schedule: There's "Location: Westminster, CO, Hybrid Travel Requirement: 10%". That's schedule? Not exactly schedule but location and travel. Could be Schedule section? The instruction says use Schedule heading only if posting actually states them. It does state location and travel requirement. So we can put that under Schedule. We must not include filler like "commensurate with experience". Not present. We must not include application instructions (How to Apply, etc). Remove that. We must not include EEO boilerplate, diversity statement, candidate privacy notices, etc. We must preserve all substantive information. Let's extract substantive content: About Us / What Makes This Role Great: - "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." - 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. - 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. - 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 combine into About the role. Responsibilities (Key Exciting 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 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: - 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: - 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. We could treat Bonus Points as part of Requirements or Qualifications. 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 include Pay section with that info. 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. - 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 can include that. Schedule: - Location: Westminster, CO, Hybrid - Travel Requirement: 10% We can put under Schedule. We must not include "How to Apply", "Application Deadline", EEO statements, diversity statement, candidate privacy notices, etc. Now produce HTML fragment. Structure:
About the role
... combined prose ...
Responsibilities
- ... ...
Requirements
... maybe combine essential skills & experience and bonus points and certifications? Could be a list.
Or we could split into Requirements and Qualifications and Skills but risk thin sections. Let's make one Requirements section containing all essential skills, bonus points, certifications as a list. But we need to follow instruction: Use headings for Requirements, Qualifications, Skills. If we combine all into Requirements, we might omit Qualifications and Skills headings (which would be empty). That's okay because we only include sections when posting has real content. So we can have only Requirements section with all skill/experience info. Or we could split: Requirements (essential skills & experience), Qualifications (certifications), Skills (technical proficiencies). That would be three sections each with content. Let's see if we have enough content for each. Essential skills & experience: includes years, proficiency, experience, background, knowledge. That's substantive. Qualifications: certifications (OSCP, OSCE, AWS Security Specialty, GIAC cloud security tracks). That's substantive. Skills: maybe list of technical proficiencies: Python, MLOps tooling, AI frameworks (PyTorch, TensorFlow), agent protocols (MCP), cloud security (AWS, Azure, GCP), containerized environment security, OWASP Top 10 for LLMs, OWASP agentic threat guidance, NIST AI RMF, commercial AI security platforms, shadow AI discovery tools, MITRE ATLAS tactics, ISO/IEC 42001, EU AI Act, open-source AI security tools, published research, CVEs, conference speaking. That's a lot; could be separate. But to avoid too many thin sections, maybe combine into Requirements and Qualifications only. However instruction says prefer a few substantive sections over many thin ones. Having three sections might be okay if each is substantive. Let's decide: We'll have: - About the role - Responsibilities - Requirements (essential skills & experience) - Qualifications (certifications) - Benefits - Pay - Schedule We'll omit Skills as separate; we can include technical proficiencies within Requirements. But we need to ensure we don't miss any substantive info: The bonus points (commercial AI security platforms, shadow AI discovery tools, MITRE ATLAS, ISO/IEC 42001, EU AI Act, contributions to open-source, research, CVEs, speaking) could go under Qualifications or Requirements. Let's put them under Requirements as well, making Requirements broad. Qualifications then just certifications. Alternatively, we could have Requirements (essential skills & experience), Qualifications (certifications + bonus points), Skills (technical proficiencies). But that may be thin. I'll go with: - About the role - Responsibilities - Requirements (includes essential skills & experience, bonus points, technical proficiencies) - Qualifications (certifications) - Benefits - Pay - Schedule Now craft HTML. We need to preserve all substantive info; not invent or summarize away detail. So we must keep exact phrases? We can paraphrase but must not lose detail. We'll keep bullet points as given. Let's write About the role paragraph(s). Could be multipletags. We'll combine:
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.
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.
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.
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