Full Stack Engineer, AI Systems, Artificial Intelligence (AI) Required, Work From Home
At a glance
Mid-level Full-stack Engineering role at Ginas Tech Jobs. Remote, United States · full-time · $140,000–$190,000 base.
techroles summary, based on the employer's posting.
What you'll do
- Build product features spanning the interface, server side and AI integrations
- Shape agents’ multi-step plans, tool use and recovery when tasks fail
- Connect language models, memory and external tools so systems work reliably in real conditions
- Make AI interactions stream results quickly, then strengthen reliability, monitoring and fallbacks
- Use real-world usage and failures to refine features with machine learning, backend and product teams
What you bring
- Strong full-stack engineering experience across frontend and backend work
- Hands-on AI experience, including work with LLMs, RAG systems or AI-powered applications
- A solid grasp of system design and API architecture
Who this fits
This role suits a mid-level engineer who can take features from an initial idea through production and make practical calls amid changing requirements. The position is fully remote.
From the employer
Full Stack Engineer, AI Systems, Artificial Intelligence (AI) Required, Work From Home
We are looking for a Full Stack Engineer - AI Systems to build the product layer that turns these capabilities into usable, production-grade workflows. This includes designing how agents operate, fail, recover, and deliver consistent value to users. This position is 100% Remote.
Full Stack Engineer Responsibilities:
- Build end-to-end product features across frontend, backend, and AI integrations.
- Design agent workflows that handle planning, tool use, failure, and recovery across multiple steps.
- Integrate LLMs, memory, and external tools into systems that behave reliably under real-world conditions.
- Design real-time AI interactions with streaming, partial results, and tight latency constraints.
- Improve system reliability, observability, and fallback mechanisms.
- Collaborate closely with ML, backend, and product teams to ship features end-to-end.
- Continuously iterate based on real usage and failure modes.
Full Stack Engineer Outcomes:
- Own and ship AI-native product features that move beyond chat into persistent, goal-driven workflows.
- Design and deploy agent workflows that reliably complete multi-step tasks across tools and sessions.
- Reduce latency and improve responsiveness of AI interactions while maintaining output quality.
- Build robust fallback and recovery mechanisms for LLM and tool failures in production environments.
- Improve the success rate and reliability of AI-driven workflows through iteration, evaluation, and monitoring.
- Establish patterns and abstractions for integrating LLMs, memory, and external tools into scalable product systems.
- Contribute to a product experience where AI feels proactive, consistent, and dependable over time.
Full Stack Engineer Qualifications:
- Strong experience in Full Stack Engineering (Frontend and Backend).
- Artificial Intelligence (AI) experience required.
- Solid understanding of system design and API architecture.
- Experience working with LLMs, RAG systems, or AI-powered applications.
- Ability to handle ambiguity and make pragmatic engineering decisions.
- Strong ownership; able to take features from idea to production.
- Comfort working in fast-moving environments with evolving requirements.
- Tech Stack: AI, Anthropic, API, Artificial Intelligence, Backend, Docker, Frontend, Kubernetes, Next.js, Node.js, NoSQL, OpenAI, Claude, Open Source, LLM, Python, Pytorch, RAG Systems, and SQL.
Benefits include medical insurance, Dental, Vision, Savings Plan Options, PTO, etc.
Keywords: San Francisco CA Jobs, Full Stack Engineer, AI, Anthropic, API, Artificial Intelligence, Backend, Docker, Frontend, Kubernetes, Next.js, Node.js, NoSQL, OpenAI, Claude, Open Source, LLM, Python, Pytorch, RAG Systems, SQL, Programming, Programmer Analyst, Software Engineer, Software Developer, Work From Home, Remote, California Recruiters, IT Jobs, California Recruiting
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