Foundational Engineer

2 days ago


Stockholm, Stockholm, Sweden Sumbios AI Full time 120,000 - 250,000 per year

Company Description

Sumbios AI is a nimble team backed by a select group of visionary investors who believe AI should work
for
humans, not the other way around. We're reimagining how technology serves humanity by fostering connection and amplifying relationships. Through our
Symbiotic Intelligence Engine (SIE)
, we help organizations uncover hidden patterns, connect meaningful dots, and transform complexity into actionable clarity.

Our approach creates value
within
networks, rather than extracting it. At Sumbios, we empower people to turn their relationships into living systems of intelligence - fueling breakthroughs through trust, context, and timely connection.

Role Description

We're looking for a Foundational Engineer (Founding CTO Level) to architect and scale the core intelligence engine behind Sumbios AI. This is a hands-on, high-agency role that combines deep technical design with creative system thinking.

You'll lead the development of our Temporal Dynamic Contextual Knowledge Graph (TDCKG) - the evolving intelligence core that powers memory, reasoning, and adaptive context across users, agents, and organizations.

Your work will shape:


• The architecture of our distributed, event-driven graph system


• The orchestration layer connecting agents, models, and data


• The engineering culture that balances speed with coherence, and experimentation with integrity

This is not a standard CTO role. It's a chance to build the system that thinks relationally, and lay the foundation for a new kind of human-AI collaboration.

Qualifications


• Deep experience in architectural design, distributed systems, or knowledge graphs


• Proficiency in one or more programming languages (Python, Go, Java, C++, Rust)


• Familiarity with LLMs, embeddings, vector databases, or symbolic reasoning systems


• Experience designing for scalability, privacy, and adaptive context


• Strong leadership and cross-functional collaboration skills suitable for a founding-level role


• Curiosity for human–machine symbiosis, semantic systems, and AI orchestration frameworks (LangGraph, MCP, etc.)

  • Master's or PhD in Computer Science, Engineering, or related field preferred
  • Above all: a builder's mindset: the ability to turn clarity and vision into coherent, elegant systems

What you will do:

1. Architect the Intelligence Core

  • Design and lead the
    Temporal
    Dynamic Contextual Knowledge Graph (TDCKG),
    the heart of Sumbios' intelligence layer.
  • Build temporal, event-driven graph systems that evolve with user and organizational context.
  • Develop the
    Memory & Context Engine:
    integrating knowledge graphs, embeddings, and vectorized context for adaptive reasoning and retrieval.
  • Enable real-time, permission-aware context updates across agents, workspaces, and relationships.

2. Build the Orchestration Layer

  • Implement compositional automation using
    LangGraph
    ,
    MCP (Model Context Protocol)
    , or custom-built orchestration frameworks.
  • Create systems for
    contextual query routing
    ,
    graph writes
    , and
    agent-to-agent communication
    .
  • Evolve Sumbios into a distributed, composable intelligence fabric.

3. Lead and Scale the Tech Team

  • Build and mentor a high-agency technical team fluent in AI, graph systems, and distributed architecture.
  • Collaborate cross-functionally with product, design, and user research to turn human workflows into technical systems.
  • Establish engineering practices that balance speed with quality, and experimentation with coherence.

4. Pioneer Innovation

  • Push the boundaries of
    relational AI, memory systems, and symbiotic computation
    .
  • Explore how symbolic reasoning, LLMs, embeddings, and temporal logic can work together to form adaptive intelligence.
  • Shape the long-term technical vision and ecosystem partnerships that define the SIE's growth.

This is a fit if ...

  • Have 8+ years of experience in
    AI, distributed systems, or advanced data architectures
    , ideally as a technical founder, CTO, or senior architect.
  • Are fluent in
    knowledge graphs (Neo4j, RDF/OWL, or custom property-graph models)
    .
  • Have experience building
    contextual or memory-driven systems
    using embeddings, vector stores, or reasoning engines.
  • Understand
    temporal graph architectures
    ,
    event-driven data flows
    , and
    context propagation
    .
  • Have worked with
    LangGraph, MCP, or custom compositional orchestration frameworks
    .
  • Thrive in uncertainty, learn fast, and find elegance in complexity.
  • Care about
    meaningful, human-centered technology
    that expands collective intelligence - not just automation and productivity.

Environment:

  • Core Stack:
    TypeScript, Python, , Neo4j
  • AI Layer:
    OpenAI, Anthropic, LangGraph, MCP, custom orchestration frameworks
  • Memory & Context Systems:
    temporal graph structures, embeddings, contextual reasoning engines, event-driven data flows
  • Infrastructure:
    Docker, Kubernetes, GCP/AWS, CI/CD (GitHub Actions)
  • Integrations:
    LinkedIn, Gmail, Slack, Notion, Calendar, Drive, Browser extension, CRMs +

Why Join us:

  • Architect one of the most ambitious intelligence systems of our time.
  • Collaborate with a visionary, creative, and deeply aligned team at the intersection of
    AI, systems design, and human potential
    .
  • Work at the frontier of a new computing paradigm, where
    memory, meaning, and collaboration converge
    .
  • Competitive equity and salary, matched to stage, impact, and commitment.
  • Build something that outlives us: a system that helps humanity think, connect, and act together more intelligently.


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