Full-Stack Engineer – AI Agentic Systems (m/w/d)

Full-Stack Engineer – AI Agentic Systems (m/w/d)

Join our elite engineering team building next‑generation situational awareness systems at the intersection of human decision‑making and artificial intelligence.

Your mission

You will architect and implement real‑time full‑stack platforms that fuse massive streams of sensor data with AI agentic orchestration, all under sub‑100ms latency and offline‑first constraints.

You’ll not only deliver responsive dashboards and resilient backend services, but also design and orchestrate AI agents that assist operators, automate workflows, and ensure reliable mission outcomes in defense and safety‑critical environments.

Core Responsibilities

• AI/Agentic Integration (50%)
  • Orchestrate and embed multi‑agent systems (CrewAI, LangChain, Haystack).
  • Design AI‑assisted decision support features directly in the operator UI.
  • Debug and monitor multi‑agent workflows with failure recovery.
• Full‑Stack Architecture (25%)
  • Build event‑driven microservices (Rust/Python) with message queues (MQTT).
  • Design offline‑first architectures with smart sync and conflict resolution.
  • Integrate PostgreSQL, Redis, and CouchDB for caching and replication.
  • Containerize services for edge deployment (Linux, Docker/K8s).
• Frontend Development (15%)
  • Build real‑time dashboards with React + TypeScript.
  • Design intuitive, high‑stakes UIs.
  • Develop advanced visualizations for multidimensional sensor & agent outputs.
  • Optimize rendering pipelines for sub‑100ms operator feedback.
• Production Robustness (10%)
  • Deploy and operate full‑stack + agentic systems in field conditions.
  • Implement low‑latency inference pipelines for threat detection & anomaly analysis.
  • Ensure observability, monitoring, and graceful degradation under degraded connectivity.
  • Troubleshoot cross‑stack issues across frontend, backend, and AI agents.

Essential Qualities

• Technical Mastery
  • Hands‑on builder with a performance‑obsessed mindset.
  • Skilled at debugging distributed, real‑time, and multi‑agent systems.
  • Deep understanding of networking, WebSockets, MQTT, and WebAssembly.
• Professional Strengths
  • Calm and decisive in mission‑critical environments.
  • Clear communicator, proactive problem‑solver, and mentor by example.
  • Thrives in ambiguity, impact‑driven, startup ownership mindset.

Preferred Background

• Experience in defense, aerospace, robotics, or IoT.
• Familiarity with offline‑first architectures, geospatial mapping (Leaflet/MapLibre), and edge computing.
• Contributions to open‑source projects in AI, real‑time, or multi‑agent systems.
• Knowledge of safety‑critical systems and security‑by‑design practices.

Why us?

We are building systems that combine real‑time full‑stack engineering with AI agentic intelligence to enhance human decision‑making in defense and safety‑critical domains.

Joining us means:

• Working on cutting‑edge technology with real‑world mission impact.
• Collaborating with experts in distributed systems, AI/ML, and agentic orchestration.
• Shaping the future of intelligent situational awareness.
• A remote‑first culture with occasional on‑site integration.
• Continuous learning budget for conferences, certifications, and training.

About Us

We are a defence‑tech start‑up specializing in machine vision solutions. Based in Munich, Berlin and Bordeaux/Toulouse we are rapidly expanding across Europe with plans to open more office hubs soon. We embrace a hybrid work culture – valuing the collaborations that happen in the office, while also empowering our team members to work remotely with responsibility and autonomy.

Seniority level

Mid‑Senior level

Employment type

Full‑time

Job function

Information Technology

Industries

Software Development

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