Forward Deployed Engineer

US Remote·Posted 5d ago

aipythonkubernetesdockerawsragllm

<h2 class="font-claude-response-body break-words whitespace-normal">Staff Forward Deployed AI Engineer</h2> We're looking for a Staff Forward Deployed AI Engineer to lead the design, delivery, and adoption of AI/ML systems directly within client environments. This role is ideal for an experienced engineer who thrives on architectural decisions, can own systems end-to-end, and drives real outcomes at the intersection of technical depth and client partnership. In this role, you will embed with clients as a key technical leader, defining AI architecture, leading model development and optimization, and solving challenging integration problems in live enterprise environments. You'll parachute into in-flight work where reliability, security, and scalability are critical — and you'll be the person who makes it land. You'll raise the bar on how we build and deploy AI systems and help clients actually adopt and scale what we ship. # Why This Role Matters At Robots & Pencils, we design AI systems for a human world. Our name says it all. Robots and pencils means engineering paired with creativity, because every agent we ship has to work for real people in real workflows. That balance is baked into how we operate. Every role here contributes directly to that mission. Here, you shape how AI systems integrate into enterprise operations, how teams move at real velocity, and how products create measurable impact for clients and the people they serve. We ship production-ready AI in 30 to 45 days. That pace demands people who take ownership, lead with craft, and care deeply about what they put their name on.   What You'll Do Craft & Delivery <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="font-claude-response-body whitespace-normal break-words pl-2">Lead the design and implementation of complex ML/AI systems end-to-end within client environments, owning architecture decisions and driving solutions from research through production at scale</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Build, deploy, and evolve scalable ML platforms, pipelines, and infrastructure that support reliable, repeatable model development and deployment — often within existing client constraints</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Diagnose and unblock integration challenges in live systems, adapting quickly to unfamiliar codebases, cloud environments, and organizational contexts</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Set the standard for AI-forward engineering, using tools like Claude and Cursor with sophistication and helping both our team and client teams adopt them effectively</li> </ul> Collaboration & Client Partnership <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="font-claude-response-body whitespace-normal break-words pl-2">Embed directly with client teams, earning trust quickly and translating their business problems into AI system designs that actually work in their environment</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Partner with product, engineering, and leadership — ours and the client's — to align technical direction with business outcomes</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Translate complex AI tradeoffs, risks, and opportunities into clear narratives for technical and non-technical stakeholders</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Lead design reviews and technical discussions, raising the bar for engineering rigor across both R&P and client teams</li> </ul> Leadership & Influence <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="font-claude-response-body whitespace-normal break-words pl-2">Define AI architecture and engineering standards for each engagement, bringing depth on tradeoffs, long-term implications, and responsible AI practices</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Drive client adoption of AI systems post-delivery — identifying gaps in understanding, building enablement materials, and upskilling client engineers where needed</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Mentor and grow junior and mid-level engineers, multiplying impact through coaching, code reviews, and pairing on hard problems</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Take ownership of the most ambiguous and highest-stakes pieces of work, driving them through to production with care for reliability, cost, and safety</li> </ul>   What You'll Bring <ul class="[li_&]:mb-0 [li_&]:mt-1 [li_&]:gap-1 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-1 pl-8 mb-3"> <li class="font-claude-response-body whitespace-normal break-words pl-2">7+ years professional software engineering experience, with 4+ years focused on AI/ML systems in production and deep hands-on experience with generative AI development</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Expert software engineering background (Python or similar) with strong design sensibilities for scalable, maintainable systems</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Deep expertise with cloud platforms, including in-depth understanding of AWS services and AWS GenAI offerings</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Proven track record designing and shipping complex agentic systems in production environments, including within client or enterprise constraints</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Mastery of AI frameworks and orchestration tools</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Strong experience with evaluation frameworks and observability tools for LLM apps, including building these capabilities where they don't yet exist</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Deep understanding of AI safety, responsible AI principles, prompt injection defenses, and PII handling</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Extensive experience building RAG pipelines: chunking strategies, embedding models, vector databases, and advanced retrieval techniques</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">API design experience, including architecting and integrating with internal and third-party services at scale</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Advanced cost optimization expertise: token economics, caching strategies, model routing, quantization</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Strong working knowledge of Docker and Kubernetes for containerized deployments</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Demonstrable, day-to-day usage and expert knowledge of AI-forward coding tools such as Claude Code and Cursor</li> <li class="font-claude-response-body whitespace-normal break-words pl-2">Comfort operating in ambiguous, fast-moving client environments — adapting quickly, communicating clearly, and earning trust at the engineering level</li> </ul> Our salary range is $177,375 – $209,625 USD

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