Product Designer, AI Agents

📍 Job Overview

Job Title: Product Designer, AI Agents

Company: Assembled

Location: San Francisco, California, United States

Job Type: Full-time

Category: Product Design / AI Product Development

Date Posted: June 26, 2026

Experience Level: Mid-Level (2-5 years)

Remote Status: On-site

🚀 Role Summary

• Design end-to-end user experiences for AI-powered support products, focusing on the configuration, deployment, monitoring, and improvement of AI agents by non-technical operations teams.

• Shape new product areas from concept to launch, translating complex customer problems into elegant and functional software solutions within the rapidly evolving AI support category.

• Define and establish interaction patterns and reusable design primitives for human-AI collaboration in customer support workflows.

• Lead customer-centered discovery initiatives to deeply understand the operational realities of support teams and inform product decisions.

📝 Enhancement Note: While the input job title is "Product Designer, AI Agents," and the core responsibilities lean heavily into UX/Product Design, the context of Assembled's platform (customer support operations, workforce management, AI agents) suggests a strong need for understanding operational workflows and customer support team needs. This role bridges product design with operational efficiency and AI implementation, requiring a candidate who can translate complex operational challenges into intuitive user interfaces. The "AI Agents" focus implies a need for understanding the nuances of human-AI interaction and building trust in AI-driven systems, which is a critical aspect of Revenue Operations and Sales Operations roles that leverage AI tools.

📈 Primary Responsibilities

• Design self-serve AI agent experiences that empower support and operations teams to configure, deploy, monitor, and iteratively improve AI agents without requiring engineering intervention.

• Drive product development from initial concept through to launch, including clarifying ambiguous customer problems, exploring solution architectures, aligning cross-functional teams, and delivering production-ready experiences.

• Define and evolve durable design primitives and interaction patterns for building, observing, evaluating, and enhancing AI agents within the Assembled platform.

• Conduct customer-centric discovery by engaging directly with support teams to understand their operational workflows, challenges, and needs, translating these insights into actionable product strategies.

• Rapidly prototype and iterate on design concepts using tools like Figma and emerging AI tools to explore user flows, test interactions, and make abstract AI agent behaviors tangible for stakeholders.

• Contribute to the advancement of Assembled's design system, enhancing visual and interaction quality across the product suite and ensuring complex workflows are intuitive and approachable for users.

📝 Enhancement Note: The responsibilities listed are highly aligned with senior product design roles, particularly in B2B SaaS. The emphasis on "self-serve," "operations teams," and "non-engineers" points to a need for user-centric design that simplifies complex technology for operational efficiency, a core tenet of Revenue Operations and Sales Operations. The mention of "defining interaction patterns for AI-backed support" and "human-AI collaboration" is particularly relevant to how operations teams will leverage and trust AI tools.

🎓 Skills & Qualifications

Education: Bachelor's degree in Design, Human-Computer Interaction, or a related field, or equivalent practical experience.

Experience:

• 3+ years of experience designing and shipping production B2B software products.

• Proven ability to translate complex, ambiguous problems into clean, usable primitives that balance simplicity and flexibility. Required Skills:

• Product Design: End-to-end ownership of product design processes, from discovery and conceptualization to detailed UI/UX design and iteration.

• Systems & Interaction Design: Ability to design reusable patterns, think in terms of core primitives, and effectively balance simplicity with the flexibility required for growing product lines.

• Customer-Centric Discovery: Expertise in conducting user research, interviews, and needs analysis to deeply understand customer workflows and translate insights into product decisions.

• Prototyping & Wireframing: Proficiency in tools like Figma for rapid prototyping, exploring design concepts, testing flows, and creating tangible representations of abstract ideas.

• B2B Software Design: Experience designing for complex domains and non-technical operators, making powerful systems approachable without sacrificing functionality.

• Communication Skills: Excellent written and verbal communication, with the ability to effectively articulate thinking and align customers, engineers, and cross-functional teams.

Preferred Skills:

• Figma & Design Systems: Advanced proficiency in Figma and experience contributing to or managing design systems.

• AI Tooling & Workflow Integration: Experience using AI tools (e.g., Cursor, Claude) within design workflows and a practical understanding of current AI capabilities and limitations.

• Conversational AI & Agent Design: Prior experience designing products involving AI-driven workflows, agent experiences, or nuanced human-AI interaction, with an understanding of trust, transparency, and control in AI systems.

• Coding/Prototyping Fundamentals: Familiarity with code or experience using coding agents to build or prototype product experiences, enabling deeper collaboration with engineering.

📝 Enhancement Note: The required experience level (3+ years) and specific skills like "Systems & Interaction Design" and "B2B Software Design" are critical for operations roles that implement and manage complex platforms. The "non-technical operators" aspect is key, as operations professionals often manage systems without deep technical backgrounds. The preferred skills in AI and conversational design are increasingly relevant for operations roles focused on leveraging AI for efficiency and automation.

📊 Process & Systems Portfolio Requirements

Portfolio Essentials:

• Demonstrations of end-to-end product design processes for complex B2B SaaS applications.

• Case studies showcasing how you translated ambiguous customer problems into shipped products with measurable impact.

• Examples of designing reusable design primitives and interaction patterns that scale across a product suite.

• Projects that highlight your ability to conduct customer-centered discovery and integrate user feedback into design decisions.

• Prototypes (e.g., Figma) that effectively illustrate complex workflows and abstract AI behaviors. Process Documentation:

• Showcase your approach to defining and improving user workflows, particularly for operational tasks.

• Illustrate how you have designed for non-technical users managing complex systems.

• Provide examples of how you have considered user trust, transparency, and control in product design, especially concerning AI.

• Demonstrate your ability to contribute to or leverage design systems for consistency and efficiency.

📝 Enhancement Note: For operations professionals applying to roles that involve designing or implementing systems, a portfolio demonstrating process optimization, user workflow simplification, and the ability to manage complex toolsets is crucial. This role's emphasis on designing for "non-technical operators" and "self-serve" experiences directly aligns with the need for clear, actionable process documentation and intuitive system design that operations teams rely on.

💵 Compensation & Benefits

Salary Range: $130,000 - $180,000 USD per year (base salary).

Benefits:

• Comprehensive medical, dental, and vision insurance plans.

• Flexible time off policy to promote work-life balance.

• Monthly credits for professional development, general wellness, commuting, and use of Assembled customers.

• Paid parental leave to support new parents.

• Daily catered lunches (Monday–Friday) and a fully stocked San Francisco office.

• 401(k) retirement savings plan.

• Stock options as part of the compensation package, offering equity in a growing company.

Working Hours: 40 hours per week (standard full-time).

📝 Enhancement Note: The salary range provided is within the typical market rate for a mid-level Product Designer in San Francisco, a high cost-of-living area. The benefits package is robust, with a notable emphasis on professional development and wellness, which are attractive to professionals in operations roles who often prioritize continuous learning and work-life balance. The mention of stock options indicates potential for significant financial upside in a growth-stage company.

🎯 Team & Company Context

🏢 Company Culture

Industry: Software / AI / Customer Support Operations Technology. Assembled operates at the intersection of AI, SaaS, and customer support management, aiming to create a unified platform for human and AI agents. This market context means a focus on innovation, efficiency, and scalable solutions for businesses.

Company Size: Assembled is a venture-backed startup, likely in the growth phase (indicated by recent funding and hiring for key roles). This typically means a dynamic, fast-paced environment with opportunities for significant impact and direct contribution.

Founded: Founded in 2019, Assembled is a relatively young company, suggesting a culture that is still evolving but likely centered around innovation, problem-solving, and building a category-defining product.

Team Structure:

• The Product Design team likely works closely with Product Management and Engineering, forming agile squads focused on specific product areas or features.

• Collaboration is expected across departments, including customer success, sales, and leadership, to ensure product-market fit and operational alignment.

• The role focuses on the "AI Agents" product area, suggesting a dedicated product team or a cross-functional pod focused on this strategic growth vector. Methodology:

• Data-Driven Design: Assembled emphasizes data and customer insights to inform product development, aligning with operations methodologies that rely on metrics and performance analysis.

• Agile Development: The company likely employs agile methodologies, requiring iterative design, rapid prototyping, and close collaboration with engineering.

• Customer-Centricity: A strong focus on understanding and solving real customer problems is paramount, a principle also vital in operations for driving user adoption and value.

Company Website: https://www.assembled.com/

📝 Enhancement Note: Assembled's focus on unifying human and AI agents for customer support operations positions it as a key player in the GTM and operations tech stack. Understanding this context is crucial for a Product Designer, as it means designing tools that directly impact operational efficiency, agent productivity, and customer satisfaction metrics. The company's stage (startup) implies a hands-on culture where designers can influence product strategy and build foundational systems.

📈 Career & Growth Analysis

Operations Career Level: This role is positioned as a mid-level Product Designer, suitable for individuals with 2-5 years of experience. It offers a significant opportunity to own a critical product area (AI Agents) and shape its future direction. For operations professionals, this role represents a chance to influence the tools they use daily, moving from being users of operations software to being designers of it.

Reporting Structure: The Product Designer will likely report to a Head of Product, Design Lead, or Product Manager, working within a cross-functional product team that includes engineers and product managers.

Operations Impact: The Product Designer's work on AI Agents will directly impact the efficiency, scalability, and effectiveness of customer support operations for Assembled's clients. This includes improving agent productivity, automating routine tasks, and enhancing the overall customer experience, all key objectives within Revenue and Sales Operations.

Growth Opportunities:

• Product Ownership: Opportunity to take full ownership of the AI Agents product experience, influencing its roadmap and strategic direction.

• Skill Specialization: Deepen expertise in AI product design, human-AI interaction, and designing for complex operational workflows.

• Leadership Potential: As the company grows, there may be opportunities to mentor junior designers, lead design initiatives, or move into a Senior/Lead Product Designer role.

• Cross-functional Exposure: Gain valuable experience collaborating with engineering, product management, customer success, and sales teams, understanding the full product lifecycle and business impact.

📝 Enhancement Note: This role offers a unique opportunity for product designers to gain deep exposure to the operational challenges and AI opportunities within customer support. For individuals transitioning from or aspiring to roles in Revenue Operations or Sales Operations, this provides a chance to understand the product development side of the tools they manage, fostering a more strategic approach to technology adoption and optimization. The growth path emphasizes ownership and specialization in a high-demand area.

🌐 Work Environment

Office Type: This is an on-site role based in Assembled's San Francisco office, five days a week. This indicates a preference for in-person collaboration, team cohesion, and a structured work environment.

Office Location(s): San Francisco, California, United States. This location offers access to a vibrant tech ecosystem and a hub for innovation.

Workspace Context:

• Collaborative Environment: The on-site requirement suggests a workplace that fosters spontaneous interactions, brainstorming sessions, and a strong team dynamic. Expect opportunities for in-person design reviews and ideation workshops.

• Tools & Technology: The office will be equipped with the necessary tools for design, including Figma, and likely access to AI tools and prototyping software. The company is actively building its AI capabilities, so expect a forward-thinking tech stack.

• Team Interaction: Daily interaction with engineers, product managers, and potentially other designers will be a core part of the work. The catered lunches and stocked office aim to enhance the daily work experience and encourage informal team building.

Work Schedule: Standard 5-day work week (Monday–Friday) with a focus on delivering results within typical business hours, though flexibility may be afforded as per company policy and project needs.

📝 Enhancement Note: The on-site requirement in San Francisco is typical for many tech startups aiming to foster strong team culture and facilitate rapid iteration. For operations professionals, this environment often means direct access to product teams and a clearer understanding of how user needs translate into features. The emphasis on catered lunches and a stocked office points to a company that invests in employee comfort and daily experience.

📄 Application & Portfolio Review Process

Interview Process:

• Initial Screening: A recruiter or hiring manager will review applications and portfolios, assessing basic qualifications and alignment with the role.

• Portfolio Review & Discussion: Candidates will present their portfolio, walking through key projects. This stage will focus on design process, problem-solving, decision-making, and impact. Expect to discuss your approach to designing for complex B2B users and AI-driven features.

• Design Exercise/Challenge: A practical design exercise may be given, either take-home or as a live session. This will assess your ability to tackle ambiguous problems, explore solutions, and articulate your rationale. For this role, expect a challenge related to designing an interface for configuring or monitoring an AI agent.

• Cross-functional Interviews: Interviews with engineers, product managers, and potentially leadership to assess collaboration skills, technical understanding, and cultural fit.

• Final Interview: A concluding interview, likely with a senior leader, to discuss long-term vision, strategic thinking, and final alignment.

Portfolio Review Tips:

• Curate Selectively: Focus on 2-3 projects that best demonstrate your skills in B2B software design, systems thinking, and ideally, experience with complex workflows or AI.

• Tell a Story: For each case study, clearly articulate the problem, your process, the constraints, your design decisions (and why), and the measurable impact. Use visuals effectively.

• Highlight Operations/AI Relevance: If you have projects involving operational efficiency, non-technical users, or AI/automation, emphasize these aspects. Explain how you designed for trust, transparency, and ease of use in complex systems.

• Showcase Figma & Prototyping: Include interactive prototypes where possible to demonstrate your interaction design skills and how you make abstract concepts tangible.

• Prepare to Discuss Ambiguity: Be ready to discuss how you navigate unclear requirements and drive clarity through design.

Challenge Preparation:

• Understand the Domain: Familiarize yourself with Assembled's platform, customer support operations, and the basics of AI agents in customer service.

• Focus on User Flows: For AI agent configuration or monitoring, think about the key user tasks, decision points, and information architecture required.

• Prioritize Clarity & Control: Consider how to make complex AI settings understandable and controllable for non-technical operators. Think about error states and feedback mechanisms.

• Articulate Your Rationale: Be prepared to clearly explain your design choices, the tradeoffs you made, and how your solution addresses the core problem.

📝 Enhancement Note: The interview process for a product design role at a SaaS company like Assembled will heavily rely on portfolio review and design challenges. Candidates should be prepared to demonstrate not just aesthetic skills but also a deep understanding of user-centered design principles, problem-solving methodologies, and the ability to translate complex operational needs into intuitive interfaces, especially in the context of AI.

🛠 Tools & Technology Stack

Primary Tools:

• Figma: The primary tool for UI/UX design, wireframing, prototyping, and collaboration. Proficiency is essential.

• Prototyping Tools: Beyond Figma, other tools may be used for more advanced prototyping or specific interaction designs.

• User Research Platforms: Tools for conducting user interviews, surveys, and usability testing.

• Design System Management Tools: Platforms or methodologies for managing and scaling design components and patterns.

Analytics & Reporting:

• Product Analytics Tools: (e.g., Mixpanel, Amplitude, Pendo) for understanding user behavior, feature adoption, and product performance. While not directly used for design creation, understanding these metrics is crucial for data-driven design decisions.

• Data Visualization Tools: Potentially used to review performance dashboards and user engagement metrics.

CRM & Automation:

• CRM Systems: (e.g., Salesforce, HubSpot) - While not a direct design tool, understanding how the product integrates with or supports CRM processes is beneficial for B2B product design.

• Workflow Automation Tools: Familiarity with the concepts of workflow automation is relevant given the product's focus on streamlining operations.

📝 Enhancement Note: For a Product Designer role focused on AI Agents, mastery of Figma and prototyping is paramount. Understanding how product analytics inform design decisions is also critical. While direct experience with CRM or specific automation tools isn't required for design, an awareness of how these systems function within a business context, particularly in operations, is valuable for designing integrated and effective solutions.

👥 Team Culture & Values

Operations Values:

• Customer Obsession: A deep commitment to understanding and solving the real problems of customer support and operations teams.

• Innovation & AI Leadership: Driving the future of AI in customer support, embracing new technologies and pushing the boundaries of what's possible.

• Efficiency & Scalability: Building products that empower teams to operate more efficiently and scale their support operations effectively.

• Collaboration & Transparency: Open communication and teamwork across departments to ensure alignment and shared success.

• Data-Driven Decision Making: Using data and insights to guide product strategy and measure impact.

Collaboration Style:

• Cross-functional Pods: Working in agile teams with engineers and product managers, fostering close collaboration and shared ownership.

• Design Critiques: Regular design reviews and feedback sessions to ensure high-quality design output and continuous improvement.

• Customer Immersion: Actively engaging with customers to bring their voice into the product development process.

• Iterative Development: Embracing a cycle of design, build, test, and learn, with a willingness to iterate based on feedback and data.

📝 Enhancement Note: Assembled's values likely reflect a typical high-growth SaaS startup culture with a strong emphasis on customer success, technological innovation (especially AI), and collaborative problem-solving. For operations professionals, understanding this culture is key to appreciating how product decisions are made and how the tools they use are developed with their needs in mind.

⚡ Challenges & Growth Opportunities

Challenges:

• Defining New Interaction Paradigms: The field of AI agents and human-AI collaboration is still evolving, presenting the challenge of defining novel and effective interaction patterns that are intuitive and trustworthy.

• Balancing Simplicity and Power: Designing self-serve tools for complex AI configurations requires balancing ease of use for non-technical operators with the flexibility and power needed for advanced customization.

• Building Trust in AI: Creating user confidence in AI agents that handle customer interactions is a significant design challenge, requiring careful attention to transparency, control, and error handling.

• Rapidly Evolving AI Landscape: Staying abreast of the fast-paced advancements in AI technology and integrating them effectively into the product roadmap.

Learning & Development Opportunities:

• AI Product Design Specialization: Opportunity to become a leading expert in designing AI-powered products within the customer support domain.

• Influence Product Strategy: Play a key role in shaping the future vision and roadmap for Assembled's AI offerings.

• Mentorship & Leadership: Potential to grow into a senior or lead design role, mentoring other designers and influencing design practices.

• Industry Exposure: Gain deep insights into the customer support technology market and the evolving role of AI in business operations.

📝 Enhancement Note: The challenges and growth opportunities highlight the dynamic nature of working with AI products. For individuals in operations roles, understanding these challenges provides context for the complexities of the tools they use and the potential for AI to transform their work. The growth opportunities are significant for designers looking to specialize in a high-demand, cutting-edge field.

💡 Interview Preparation

Strategy Questions:

• "Describe a time you turned an ambiguous customer problem into a successful product feature. What was your process?" (Focus on discovery, problem framing, and iteration.)

• "How do you balance simplicity and flexibility when designing for complex B2B software, especially for non-technical users?" (Discuss your approach to primitives, trade-offs, and user segmentation.)

• "Imagine you need to design an interface for a non-technical operations manager to configure an AI agent to handle customer inquiries. What are the key considerations, and how would you approach it?" (Demonstrate your understanding of operational workflows, AI interaction, and user-centric design.) Company & Culture Questions:

• "Why are you interested in Assembled, and what excites you about our mission to unify human and AI agents?" (Show research into the company and genuine interest.)

• "How do you approach building trust with users when designing AI-powered features?" (Discuss transparency, control, feedback mechanisms, and error handling.)

• "Describe your experience working in cross-functional teams. How do you collaborate effectively with engineers and product managers?" (Highlight communication, empathy, and collaborative problem-solving.) Portfolio Presentation Strategy:

• Lead with the "Why": Start each case study by clearly articulating the business problem or user need you were addressing.

• Show, Don't Just Tell: Use visuals, flow diagrams, and interactive prototypes to illustrate your design process and solutions.

• Quantify Impact: Whenever possible, present metrics or data that demonstrate the success of your designs (e.g., increased adoption, reduced errors, improved efficiency).

• Discuss Trade-offs: Be prepared to explain the design decisions you made and the trade-offs you considered, especially when dealing with complex requirements.

• Connect to AI/Operations: If applicable, highlight how your past work relates to AI, automation, or improving operational efficiency.

📝 Enhancement Note: Preparing for this interview requires a strong understanding of product design principles, B2B SaaS challenges, and a grasp of AI's role in business operations. Candidates should be ready to articulate their design process, demonstrate problem-solving skills, and show how they can translate complex operational needs into user-friendly AI-powered solutions.

📌 Application Steps

To apply for this Product Designer position:

• Submit your application through the provided link on Ashby.

• Portfolio Customization: Tailor your portfolio to highlight 2-3 key projects demonstrating your B2B SaaS design experience, problem-solving abilities, and any work related to complex workflows, AI, or operational efficiency.

• Resume Optimization: Ensure your resume clearly articulates your 3+ years of experience in product design, specifically mentioning B2B software, systems design, and user research. Quantify achievements where possible.

• Prepare Your Narrative: Practice presenting your portfolio case studies, focusing on your design process, decision-making rationale, and the impact of your work. Be ready to discuss challenges and how you overcame them.

• Company Research: Deeply understand Assembled's mission, product, and the customer support operations space. Prepare thoughtful questions about the role, team, and company culture.

⚠️ Important Notice: This enhanced job description includes AI-generated insights and operations industry-standard assumptions. All details should be verified directly with the hiring organization before making application decisions.

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