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Applied AI Engineer

Mem0San Francisco Bay Area
On-site Full-time

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Experience Level

Experience

Qualifications

Minimum Qualifications:Full-Stack Proficiency: Experience with Next.js/React for front-end development and Python backends (FastAPI/Django/Flask) or Node.js as required. Proficient in Python and TypeScript/JavaScript; capable of building APIs, wiring data models, and deploying quick demos. Hands-on experience with the LLM/RAG stack: embeddings, vector databases, retrieval strategies, and prompt engineering. Proven ability to rapidly prototype: transforming ideas into demos within days, not months; clear documentation of outcomes and trade-offs. Capacity to design small, impactful evaluations for use cases (quality + latency) and iterate based on data-driven evidence. Outstanding communication skills with Research and Backend teams; ability to produce crisp specifications, readable code, and honest status updates.

About the job

As an Applied AI Engineer at Mem0, you'll lead the charge from concept to execution. Your mission is to transform abstract customer use cases into tangible proofs-of-concept that vividly demonstrate Mem0's capabilities. This entails rapid full-stack prototyping, leveraging AI tools, and rigorously experimenting with memory retrieval methodologies until the end-to-end use case is operational. Collaborating closely with Research and Backend teams, you'll clearly communicate trade-offs and deliver successful prototypes ready for production refinement.

Your Responsibilities:

  • Develop Proofs of Concept: Create comprehensive demos (UI + APIs + data) that seamlessly integrate Mem0 into customer workflows.

  • Innovate in Memory Retrieval: Experiment with various embeddings, indexing techniques, hybrid search, re-ranking, chunking/windowing, prompts, and caching to achieve optimal task-level quality and latency.

  • Collaborate on Prototypes: Implement groundbreaking ideas and techniques sourced from academic research, compare them against established baselines, and adopt the most effective solutions.

  • Design Evaluation Frameworks: Establish small gold sets and lightweight metrics to assess POC success; equip demos with basic telemetry.

  • Integrate AI Tools: Combine LLMs, vector databases, Mem0 SDKs/APIs, and third-party services into cohesive workflows.

  • Foster Close Collaboration: Work alongside Backend teams to establish clean contracts and data models; collaborate with Research on hypotheses; share insights and future steps.

  • Document and Handoff: Produce clear documentation, scripts, and templates to facilitate rapid production transition by Engineering.

Minimum Qualifications:

  • Full-Stack Proficiency: Experience with Next.js/React for front-end development and Python backends (FastAPI/Django/Flask) or Node.js as required.

  • Proficient in Python and TypeScript/JavaScript; capable of building APIs, wiring data models, and deploying quick demos.

  • Hands-on experience with the LLM/RAG stack: embeddings, vector databases, retrieval strategies, and prompt engineering.

  • Proven ability to rapidly prototype: transforming ideas into demos within days, not months; clear documentation of outcomes and trade-offs.

  • Capacity to design small, impactful evaluations for use cases (quality + latency) and iterate based on data-driven evidence.

  • Outstanding communication skills with Research and Backend teams; ability to produce crisp specifications, readable code, and honest status updates.

About Mem0

At Mem0, we are at the forefront of innovation, merging artificial intelligence with practical applications to create transformative experiences for our customers. Our mission is to harness the power of memory retrieval and AI technologies to simplify and enhance the way individuals and organizations operate. Join us in revolutionizing the future of AI-driven solutions.

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