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Applied AI Engineer

Applied AI Engineer

Mem0San Francisco, CA, United States
8 hours ago
Job type
  • Full-time
Job description

Role Summary :

Own the 0→1 . You'll turn vague customer use cases into working proofs-of-concept that showcase what Mem0 can do. This means rapid full-stack prototyping, stitching together AI tools, and aggressively experimenting with memory retrieval approaches until the use case works end-to-end. You'll partner closely with Research and Backend, communicate trade-offs clearly, and hand off winning prototypes that can be hardened for production.

What You'll Do :

  • Build POCs for real use cases : Stand up end-to-end demos (UI + APIs + data) that integrate Mem0 in the customer's flow.
  • Experiment with memory retrieval : Try different embeddings, indexing, hybrid search, re-ranking, chunking / windowing, prompts, and caching to hit task-level quality and latency targets.
  • Prototype with Research : Implement paper ideas and new techniques from scratch, compare baselines, and keep what wins.
  • Create eval harnesses : Define small gold sets and lightweight metrics to judge POC success; instrument demos with basic telemetry.
  • Integrate AI tooling : Combine LLMs, vector DBs, Mem0 SDKs / APIs, and third-party services into coherent workflows.
  • Collaborate tightly : Work with Backend on clean contracts and data models; with Research on hypotheses; share learnings and next steps.
  • Package & handoff : Write concise docs, scripts, and templates so Engineering can productionize quickly.

Minimum Qualifications

  • Full-stack fluency : Next.js / React on the front end and Python backends (FastAPI / Django / Flask) or Node where needed.
  • Strong Python and TypeScript / JavaScript; comfortable building APIs, wiring data models, and deploying quick demos.
  • Hands-on with the LLM / RAG stack : embeddings, vector databases, retrieval strategies, prompt engineering.
  • Track record of rapid prototyping : moving from idea → demo in days, not months; clear documentation of results and trade-offs.
  • Ability to design small, meaningful evaluations for a use case (quality + latency) and iterate based on evidence.
  • Excellent communication with Research and Backend; crisp specs, readable code, and honest status updates.
  • Nice to Have :

  • Model serving / fine-tuning experience (vLLM, LoRA / PEFT) and lightweight batch / async pipelines.
  • Deployments on Vercel / serverless, Docker, basic k8s familiarity; CI for demo apps.
  • Data visualization and UX polish for compelling demos.
  • Prior Forward-Deployed / Solutions / Prototyping role turning customer needs into working software.
  • About Mem0

    We're building the memory layer for AI agents. Think long-term memory that enables AI to remember conversations, learn from interactions, and build context over time. We're already powering millions of AI interactions. We are backed by top-tier investors and are well capitalized.

    Our Culture

  • Office-first collaboration - We're an in-person team in San Francisco. Hallway chats, impromptu whiteboard sessions, and shared meals spark ideas that remote calls can't.
  • Velocity with craftsmanship - We build for the long term, not just shipping features. We move fast but never sacrifice reliability or thoughtful design - every system needs to be fast, reliable, and elegant.
  • Extreme ownership - Everyone at Mem0 is a builder-owner. If you spot a problem or opportunity, you have the agency to fix it. Titles are light; impact is heavy.
  • High bar, high trust - We hire for talent and potential, then give people room to run. Code is reviewed, ideas are challenged, and wins are celebrated-always with respect and curiosity.
  • Data-driven, not ego-driven - The best solution wins, whether it comes from a founder or an engineer who joined yesterday. We let results and metrics guide our decisions.
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