Software Engineer - AI Agents & Platform

Job description

ABOUT ASSEMBLED Great customer support requires human agents and AI in perfect balance, and Assembled https://www.assembled.com/customers is the only unified platform that orchestrates both at scale. Companies like Canva, Etsy, and Robinhood use Assembled to coordinate their entire support operation — in-house agents, BPOs, and AI — in a single operating system. With AI Agents that resolve cases end-to-end, AI Copilot for agent assistance, and AI-powered workforce management that optimizes both human and AI capacity, Assembled helps teams deliver faster, better service while making smarter decisions about how to staff and automate. Backed by $71M from NEA, Emergence Capital, and Stripe, we're building the platform that makes AI and human collaboration actually work. THE TEAM Our AI Agents & Platform Team is building autonomous AI agents that handle the most challenging aspects of customer support and let human agents focus on high-value interactions. The team also builds the systems and evangelizes the best practices for Agentic development. We're already deploying our systems at leading tech companies like Canva, Patreon, and Babylist, giving us complex real-world scenarios to solve with rapid feedback loops. The engineering challenges are significant: building autonomous agents that can reliably handle customer interactions, designing systems that scale across communication channels, and pushing the boundaries of what's possible with current LLM technology. Examples of what you might work on: - Scaling LLMs with Golang https://www.assembled.com/blog/scaling-llms-with-golang-how-we-serve-millions-of-llm-requests - Enhancing RAG results with Reciprocal Rank Fusion and Hybrid Search https://www.assembled.com/blog/better-rag-results-with-reciprocal-rank-fusion-and-hybrid-search - Pioneering new LLM evaluation techniques https://www.assembled.com/blog/ai-at-assembled-an-empirical-comparison-of-llm-evaluation-metrics-in-a-customer-support-setting RESPONSIBILITIES As a Software Engineer on the AI Agents & Platform Team, you will: - Build foundational new features: Develop product features from the ground up, such as implementing a way to analyze gaps in a company’s knowledge base with LLMs and building sophisticated information collection techniques with cutting edge STT and TTS. You’ll help design and build a workflow builder that distills the complexity of workflows into a simple, intuitive interface, making powerful tools accessible and easy to use for support agents. - Improve LLM model results: Enhance our retrieval augmented generation engine using techniques like vector search, document re-ranking, and hypothetical document embeddings. You’ll help us leverage implicit knowledge bases like past tickets and macros to improve model performance. - Develop LLM Infrastructure: Architect the abstractions that enable the integration of various types of LLMs tailored for different applications. You’ll design and implement evaluation and logging systems to monitor performance and build interfaces that expand our platform's capabilities. - Engage with customers: Collaborate with our customers (both support agents and managers) to understand their needs, how they interact with our product, and how we can improve their lives. - Wear many hats: Be versatile in roles — coding, user research, planning, brainstorming, interviewing, and cross-team collaboration. - Shape the team culture: Encourage a startup mentality that’s all about staying positive, aiming for top-notch product quality, and taking initiative. ABOUT YOU You might be a good fit if you: - Have 5+ years of experience in software engineering as an individual contributor. - Are highly ambitious and driven and set high goals for yourself and others. - Put customers first, focusing on real problem-solving and making life easier for support agents. - Enjoy fast-paced environments and can quickly adjust when new insights come from customers or prospects. - Have a bit of a maverick streak that helps you come up with creative solutions for tough problems. - Have made a noticeable impact on small teams and have solid experience contributing in startups or smaller companies. - Have worked with LLMs and are excited to dive into them every day. - Stay humble and open to feedback, value teamwork, and are always ready to learn and grow. OUR U.S. BENEFITS - Generous medical, dental, and vision benefits - Paid company holidays, sick time, and unlimited time off - Monthly credits to spend on each: professional development, general wellness, Assembled customers, and commuting - Paid parental leave - Onsite work model with catered lunches everyday (M-F), snacks, and beverages in our SF & NY offices - 401(k) plan enrollment We know great candidates don’t always meet every requirement listed in a job description. If the role excites you and you believe you can make an impact at Assembled, we encourage you to apply. We value diverse perspectives and are committed to building an inclusive workplace where everyone feels like they belong and has the opportunity to do their best work. We look forward to hearing from you! For United States Applicants: Assembled participates in E-Verify and will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the United States. For United Kingdom Applicants: Assembled is required to verify your right to work in the UK and will conduct a Right to Work check prior to employment in accordance with applicable law.