Software Engineer, Applied AI

Mantle; San Francisco (CA); Hybrid; USD 130,000 - 200,000; Full time

Benefits offered by this job

Remote Fridays

Job summary

Mantle is building an AI agent to help families manage aging parents. As a Software Engineer on the Applied AI team, you will design and build agent systems that take real work off families’ plates, understanding situations, acting on them, and escalating when needed.

You will work with founders and the engineering team to move capabilities from prototype to production, focusing on evals, failure cases, and dependable agent behavior for daily use.

Qualifications

• 2–10 years building production software with modern technologies.
• Hands-on experience shipping LLM-powered features or agents to real users.
• Strong grasp of prompt design, retrieval, tool calling and agent orchestration patterns.
• Experience building evaluation systems and using them to drive product decisions.
• Strong backend skills (e.g. Python or Node.js, APIs, data pipelines) and experience deploying on AWS.

Responsibilities

• Design and build the agent systems that understand families' situations, take actions, and know when a human should step in.
• Collaborate with founders and the engineering team to take agent capabilities from prototype to production.
• Build evals, identify failure cases, and improve agent reliability.
• Develop retrieval and memory systems to surface the right context for each family at the right time.
• Create integration layers connecting AI models, third-party services and internal systems into cohesive user experiences.

Skills

LLM features

Prompt design

Agent orchestration

Python/Node.js

AWS deployment

Tools

Cursor

Claude Code

AWS

Job description

About Mantle

We’re building an AI agent to help families support their aging parents (origin story here).

Over 40M sandwich generation Americans currently manage their parent’s affairs. Keeping mom/dad safe and supported is like a second job: it’s time-consuming, stressful and on top of their already busy lives. We believe that managing our parents’ affairs should feel under control, easier and lower stress.

Co-founded by serial entrepreneur partners including Ted Zagat, who sold his previous businesses to Slack (announcement here) and Google (Zagat restaurant guides).

The Role

This position is core to our product. Mantle is an AI agent, so the quality, reliability and trustworthiness of that agent is the product. As a Software Engineer on our Applied AI team, you’ll design and build the agent systems that take real work off of families’ plates: understanding their situation, taking action on their behalf, and knowing when a human needs to step in.

You’ll work directly with founders and the engineering team to take agent capabilities from prototype to production. It’s not just about clever prompts; it’s about the unglamorous work of building evals, chasing down failure cases, and making the agent dependable enough that families can rely on it every day.

What You’ll Build

• Agent orchestration: The core systems that let Mantle’s agent plan, use tools, remember context and complete multi-step tasks for families
• Evaluation frameworks that measure quality, accuracy and safety, and catch regressions before our users do
• Guardrails and escalation paths that keep the agent trustworthy with sensitive personal and financial information
• Retrieval and memory systems that give the agent the right context about each family at the right time
• Integration layers connecting AI models, third-party services and internal systems into cohesive user experiences
• Feedback loops and data pipelines that make the agent better every week

What We’re Looking For

Required Experience

• 2-10 years building production software with modern technologies
• Hands‑on experience shipping LLM-powered features or agents to real users
• Strong grasp of prompt design, retrieval, tool calling and agent orchestration patterns
• Experience building evaluation systems and using them to drive product decisions
• Strong backend skills (e.g. Python or Node.js, APIs, data pipelines) and experience deploying on AWS

Ideal Background

• Early‑stage startup experience (especially as a first-10 engineer)
• Experience building multi-step agents that take real actions on a user’s behalf
• Experience designing AI systems that handle sensitive personal or financial information
• Understanding of product development and what makes AI feel trustworthy to everyday consumers
• Nice to have, but not required: experience with FinTech

Who Thrives Here

• Builders: You love creating things from scratch and taking full ownership
• Rigorous: You measure quality instead of assuming it
• Product-minded: You think about user impact, not just technical elegance
• AI-forward: You stay on the frontier of models, tools and techniques, and use AI development tools (Cursor, Claude Code, etc.) every day
• Pragmatic: You balance perfection with speed and know when to ship
• Autonomous: You thrive with minimal direction and maximum responsibility
• Mission-driven: You care about building something meaningful

What You’ll Get

• Meaningful work: Build an AI agent that will improve the lives of millions of families, with real technical ownership, fast pace, and huge financial potential
• Small team impact: Work directly with founders and see immediate impact from your work
• Early team equity: Meaningful ownership in a company targeting a massive market
• Shape the future: You will own the core of our product; your decisions will shape how Mantle’s agent thinks and acts
• Learning & growth: Work on some of the hardest open problems in applied AI
• Remote Fridays: Work from home every Friday. Monday through Thursday, we build together in person in San Francisco