Forward Deployed Engineer - US National Security
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. Must not repeat job title. Must not include Job ID etc. Remove boilerplate, navigation, legal, EEO, scam warning, duplicated lines, application instructions. Must preserve all substantive info.
We need to parse the job posting and extract sections.
Let's identify content:
- Intro: "Build a Safer World..." description of company. Could be "About the role" maybe? Actually "About the role" heading would contain description of role. The posting includes description of Forward Deployed Engineer role, responsibilities, impact, etc.
We need sections: maybe "About the role", "Responsibilities", "Requirements", "Qualifications", "Skills", "Benefits", "Pay", "Schedule". We need to include only those with real content.
Let's extract:
About the role: The description: "As a Forward Deployed Engineer, you will work directly with TRM's national-security customers — deploying our platform into their environments, sitting with the people who use it, and building what the mission actually needs. This is a generalist engineering role. In a given quarter you might ship application code, debug a Kubernetes workload in a restricted environment, design a data schema, stand up cloud infrastructure, or prototype an entirely new capability because a customer described a problem nobody has solved yet. You will often be the only TRM engineer in the room. What you build enables our government customers to use TRM securely in the most demanding environments in the world — and carries what you learn there back into the product."
Also "The Impact You Will Have" bullet list: Deploy, integrate and operate TRM's platform inside customer environments - cloud and air-gapped - and own the outcome, not just your slice of it. Sit directly with mission users, translate what they need into working software, and build it: integrations, data pipelines, and prototypes that prove out a capability before it's a product. Deliver across whatever the problem requires — application code, Kubernetes, cloud infrastructure, databases, data flow - rather than staying inside one specialty. Act as the technical bridge back to TRM's product and engineering teams, carrying mission context into the roadmap. Diagnose and resolve hard problems in constrained environments, with limited tooling and limited outside help.
That could be responsibilities.
What We’re Looking For: list of requirements: Strong programming ability in Python and/or Node.js/TypeScript, with real fluency developing with AI — coding agents and LLM tooling are part of how you ship, and you have judgment about where they help and where they don't. Hands-on Kubernetes: deploying, debugging and reasoning about real workloads. Maintaining someone else's cluster is not the same thing. Production AWS experience — building environments, not just consuming them. Working fluency with relational databases (PostgreSQL or similar): schema design, query tuning, moving data around safely. Range. Concrete examples of delivering outside your primary specialty — a new language, datastore or platform you picked up because the project needed it. Outstanding written and verbal communication. You will be the only engineer in front of a customer regularly, and comfort there is not optional. Bonus, not required — depth in any of these raises the bar Infrastructure as code (Terraform) and GitOps (Argo CD) Data engineering at scale — orchestration, streaming, columnar/analytics stores Distributed systems design and debugging Building machine learning or agentic systems Deep Linux/Unix and networking, especially in restricted or disconnected environments Prior delivery inside classified or otherwise regulated government environments
That's qualifications/skills.
About The Team: description of team: Small, senior and high-trust. Everyone owns a real surface end to end; nobody is handed a queue of tickets. We are the closest team at TRM to our customers, and we put them first. We do what it takes for their mission to succeed. We align to US-eastern hours, on-site and remote, and we communicate across a lot of channels — high-side chat, high-side and low-side email, Slack, phone, Signal, Google Meet — switching between them fast when the situation calls for it. Weekly team syncs plus project check-ins. We keep tracking current in Linear and raise problems the moment we see them rather than at the next standup.
That could be "About the team" but not in list of allowed headings; we could put under "About the role" maybe? But we have allowed headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We could map "About The Team" to "About the role" or maybe "About the role" includes team description. However we need to preserve all substantive info; we can include it under "About the role" as part of description.
Learn About TRM Speed In This Position: details about rapid issue resolution, navigating bureaucratic hurdles, efficient knowledge transfer. That could be responsibilities or maybe "What to Expect". Could be part of responsibilities.
Life at TRM: description of culture, expectations. Could be "About the role" or maybe separate but not in allowed headings. Could be included under "About the role" as well.
We need to avoid boilerplate: Application Instructions, Interview Process, Life at TRM (some parts maybe okay but we need to keep substantive). The instruction says remove application instructions, cookie/navigation/legal/EEO/equal-opportunity/scam-warning boilerplate, duplicated lines. So we should strip out sections like "Application Instructions", "What To Expect From Our Interview Process", "Learn more about interviewing at TRM", "Life at TRM" maybe we can keep some parts if they are substantive about role? But they are more about company culture; still could be relevant. However we must not invent sections; we can include them under appropriate headings if they fit.
But we must not include headings with filler text. So we need to decide which headings to output.
We have substantive content for:
- About the role: includes role description, impact, team description, speed, life at TRM maybe.
- Responsibilities: could be the bullet list under "The Impact You Will Have" plus maybe "Learn About TRM Speed In This Position".
- Requirements: could be "What We’re Looking For" (the core requirements).
- Qualifications: maybe same as requirements? Could differentiate but we might combine.
- Skills: could list the bonus skills etc.
- Benefits: The posting does not mention benefits explicitly (no mention of health, 401k, etc). So we should NOT include Benefits section.
- Pay: not mentioned.
- Schedule: not mentioned (though they mention aligning to US-eastern hours, on-site and remote). That could be schedule info: "We align to US-eastern hours, on-site and remote". That's schedule/location info. Could be included under Schedule heading? The schedule heading is for work hours, remote etc. Since we have that info, we could create a Schedule section with that detail. However the instruction says: never create Pay/Schedule/Benefits sections unless the posting actually states them. The posting states "We align to US-eastern hours, on-site and remote". That's schedule/location. So we can include Schedule section.
Thus we will have sections: About the role, Responsibilities, Requirements, Skills, Schedule. Possibly also Qualifications if we separate.
But we need to avoid duplication. Let's extract specifics.
About the role: combine introductory paragraphs, team description, speed, life at TRM maybe.
Responsibilities: The Impact You Will Have bullet list plus Learn About TRM Speed In This Position (rapid issue resolution, navigating bureaucratic hurdles, efficient knowledge transfer). Also maybe "Deploy, integrate and operate TRM's platform inside customer environments - cloud and air-gapped - and own the outcome, not just your slice of it." etc.
Requirements: core requirements: Strong programming ability in Python and/or Node.js/TypeScript, with real fluency developing with AI — coding agents and LLM tooling are part of how you ship, and you have judgment about where they help and where they don't. Hands-on Kubernetes: deploying, debugging and reasoning about real workloads. Maintaining someone else's cluster is not the same thing. Production AWS experience — building environments, not just consuming them. Working fluency with relational databases (PostgreSQL or similar): schema design, query tuning, moving data around safely. Range. Concrete examples of delivering outside your primary specialty — a new language, datastore or platform you picked up because the project needed it. Outstanding written and verbal communication. You will be the only engineer in front of a customer regularly, and comfort there is not optional.
Skills (bonus): Infrastructure as code (Terraform) and GitOps (Argo CD), Data engineering at scale — orchestration, streaming, columnar/analytics stores, Distributed systems design and debugging, Building machine learning or agentic systems, Deep Linux/Unix and networking, especially in restricted or disconnected environments, Prior delivery inside classified or otherwise regulated government environments.
Schedule: We align to US-eastern hours, on-site and remote, and we communicate across a lot of channels — high-side chat, high-side and low-side email, Slack, phone, Signal, Google Meet — switching between them fast when the situation calls for it. Weekly team syncs plus project check-ins. We keep tracking current in Linear and raise problems the moment we see them rather than at the next standup.
That seems schedule/working arrangement.
Now we need to output HTML fragment with headings and - for lists,
for prose.
We must not include markdown fences.
We need to ensure we preserve all substantive info; not invent or summarize away detail. So we need to keep the exact phrasing? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Means we should not omit details, but we can rephrase? Probably we should keep the content as is, but we can format into HTML. We should not omit any details like bullet points.
Thus we need to include each bullet as
- . For prose sections, we can wrap in
.
Let's craft.
First, About the role: combine paragraphs:
"Build a Safer World. TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. TRM's platforms enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Leading agencies and businesses worldwide rely on TRM to make the world safer and more secure. As a Forward Deployed Engineer, you will work directly with TRM's national-security customers — deploying our platform into their environments, sitting with the people who use it, and building what the mission actually needs. This is a generalist engineering role. In a given quarter you might ship application code, debug a Kubernetes workload in a restricted environment, design a data schema, stand up cloud infrastructure, or prototype an entirely new capability because a customer described a problem nobody has solved yet. You will often be the only TRM engineer in the room. What you build enables our government customers to use TRM securely in the most demanding environments in the world — and carries what you learn there back into the product."
Then maybe include team description: "About The Team Small, senior and high-trust. Everyone owns a real surface end to end; nobody is handed a queue of tickets. We are the closest team at TRM to our customers, and we put them first. We do what it takes for their mission to succeed. We align to US-eastern hours, on-site and remote, and we communicate across a lot of channels — high-side chat, high-side and low-side email, Slack, phone, Signal, Google Meet — switching between them fast when the situation calls for it. Weekly team syncs plus project check-ins. We keep tracking current in Linear and raise problems the moment we see them rather than at the next standup."
But note that team description includes schedule info; we might move schedule part to Schedule section. However the team description also includes communication channels etc. Might be okay to keep in About the role.
But we also have separate Schedule section later; we might duplicate if we keep both. Better to keep schedule info only in Schedule section, and keep team description about trust etc in About the role
- for lists,
for prose. We must not include markdown fences. We need to ensure we preserve all substantive info; not invent or summarize away detail. So we need to keep the exact phrasing? The instruction: "Preserve ALL substantive information; do NOT invent or summarize away detail." Means we should not omit details, but we can rephrase? Probably we should keep the content as is, but we can format into HTML. We should not omit any details like bullet points. Thus we need to include each bullet as
- . For prose sections, we can wrap in
. Let's craft. First, About the role: combine paragraphs: "Build a Safer World. TRM Labs provides AI-powered intelligence solutions that help public and private sector agencies investigate and disrupt crime. TRM's platforms enable investigators to trace illicit activity, build cases, and construct operating pictures of threat networks. Leading agencies and businesses worldwide rely on TRM to make the world safer and more secure. As a Forward Deployed Engineer, you will work directly with TRM's national-security customers — deploying our platform into their environments, sitting with the people who use it, and building what the mission actually needs. This is a generalist engineering role. In a given quarter you might ship application code, debug a Kubernetes workload in a restricted environment, design a data schema, stand up cloud infrastructure, or prototype an entirely new capability because a customer described a problem nobody has solved yet. You will often be the only TRM engineer in the room. What you build enables our government customers to use TRM securely in the most demanding environments in the world — and carries what you learn there back into the product." Then maybe include team description: "About The Team Small, senior and high-trust. Everyone owns a real surface end to end; nobody is handed a queue of tickets. We are the closest team at TRM to our customers, and we put them first. We do what it takes for their mission to succeed. We align to US-eastern hours, on-site and remote, and we communicate across a lot of channels — high-side chat, high-side and low-side email, Slack, phone, Signal, Google Meet — switching between them fast when the situation calls for it. Weekly team syncs plus project check-ins. We keep tracking current in Linear and raise problems the moment we see them rather than at the next standup." But note that team description includes schedule info; we might move schedule part to Schedule section. However the team description also includes communication channels etc. Might be okay to keep in About the role. But we also have separate Schedule section later; we might duplicate if we keep both. Better to keep schedule info only in Schedule section, and keep team description about trust etc in About the role