Head of AI Engineering (f/m/x)

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  "last_changed_at": "2026-05-30T05:53:50.613Z",
  "active_status": "active"
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  "language": "en",
  "location": {
    "raw": "München",
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    "country": "München",
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  "inferred_at": "2026-06-20T07:58:17.278Z",
  "launch_scope": {
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{
  "id": "2635122",
  "name": "Head of AI Engineering (f/m/x)",
  "office": "München",
  "keywords": [],
  "schedule": "full-time",
  "createdAt": "2026-05-15T12:21:08+00:00",
  "seniority": "experienced",
  "department": "Artificial Intelligence & Machine Learning / Data & Insights",
  "occupation": "general_and_other_it_software",
  "subcompany": "neoshare AG",
  "employmentType": "permanent",
  "jobDescriptions": [
    {
      "name": "Your mission",
      "value": "<strong>About neoshare </strong><br>We’re a Munich-based AI-first fintech scale-up (founded 2019) with offices in Munich, Frankfurt, and Sofia. Our SaaS platform brings banks, investors, and advisors together to collaborate on complex financial deals — making due diligence faster, smarter, and more transparent. Our AI features are already live with leading banks. Now we’re scaling. <br>  <br><strong>The Role <br></strong>Own and evolve our AI engineering function — transforming a 15–20 person ML team from research-heavy to a high-throughput, production-grade organization. You’ll partner with the Director of AI on strategy, build the platform that unifies LLM access, RAG, and backend services, and ship reliable, scalable AI features that change how banks work. <br> <br><strong>Key responsibilities </strong><br><ul><li><span><span>Team leadership and org build</span></span><ul><li><span><span>Hire, mentor, and develop a high-performing team; set the technical bar, operating rhythms, and code/research review practices</span></span></li><li><span><span>Organize sub-teams (e.g., Core Modeling, AI Platform/Infra, Integrations) with clear ownership, SLOs, and</span><span>on-call</span></span></li><li><span><span>Manage roadmap, capacity planning, and delivery across parallel initiatives</span></span></li></ul></li><li><span><span>Architecture and platform</span></span><ul><li><span><span>Own the LLM gateway: unified APIs and proxy layers for multi-provider routing (OpenAI, Gemini, Bedrock), with rate limits, fallbacks, and cost tracking</span></span></li><li><span><span>Build high-performance RAG pipelines (ingestion, embeddings, vector stores, caching) with robust observability and safety guardrails</span></span></li><li><span><span>Partner with Java/</span><span>NestJS</span><span>teams to define clean async contracts, schemas, and </span><span>eventing </span><span>patterns; drive low-latency, scalable inference</span></span></li></ul></li><li><span><span>Model lifecycle and operations</span></span><ul><li><span><span>Lead end-to-end model and prompt lifecycle: data curation, training/fine-tuning, evaluation, deployment, rollback</span></span></li><li><span><span>Establish </span><span>LLMOps</span><span>/</span><span>MLOps</span><span>: model/prompt registries, CI/CD, canary/A/B tests, offline/online evals, drift and cost monitoring</span></span></li><li><span><span>Optimize</span><span>inference throughput and cost (autoscaling, batching, quantization/distillation, caching)</span></span></li></ul></li><li><span><span>Strategy and collaboration</span></span><ul><li><span><span>Translate company goals into an AI/ML roadmap with measurable outcomes; balance exploration with reliability and cost</span></span></li><li><span><span>Own build-vs-buy/vendor strategy for models, infrastructure, and data services; manage budgets and SLAs</span></span></li></ul></li><li><span><span>Governance and security</span></span><ul><li><span><span>Implement data privacy, security, and compliance practices (RBAC, secrets, auditability); track prompt/model lineage and reproducibility</span></span></li><li><span><span>Define incident response, runbooks, and postmortems for AI features</span></span></li></ul></li></ul>"
    },
    {
      "name": "Your profile",
      "value": "<ul><li><span><span>5+ years as a backend engineer and 4+ years leading AI/ML engineering in production (10+ years total experience ideal)</span></span></li><li><span><span>Deep architecture </span><span>expertise </span><span>in Java (JVM) and/or Node.js (</span><span>NestJS</span><span>), distributed systems, APIs, microservices, and messaging/streaming</span></span></li><li><span><span>Hands-on with LLM stacks: orchestration (e.g.,</span><span>LangChain</span><span>/</span><span>LlamaIndex</span><span>or custom), vector DBs (Pinecone,</span><span>Qdrant</span><span>, FAISS), cloud AI (e.g., AWS Bedrock)</span></span></li><li><span><span>Proven operation of systems at scale (millions of daily API calls) with strong SLOs, observability, and incident management</span></span></li><li><span><span>MLOps</span><span>foundations: model registries, experiment tracking, CI/CD, Kubernetes,</span><span>IaC</span><span>(e.g., Terraform), security best practices</span></span></li><li><span><span>Excellent communication and stakeholder management; strong product sense focused on shipping user-facing feature</span></span> </li></ul><strong>Nice to have </strong><br><ul><li><span><span>Experience with GPU/accelerator serving and optimization (</span><span>vLLM</span><span>, TGI, Triton, ONNX Runtime)</span></span></li><li><span><span>Cost optimization for LLM workloads (token budgets, dynamic routing, caching)</span></span></li><li><span><span>Evaluation and safety/red-teaming for generative systems; startup/high-growth experience</span></span></li></ul><strong>Impact metrics </strong><br><ul><li><span><span>Platform: adoption of a unified LLM gateway; standardized observability and cost reporting</span></span></li><li><span><span>Delivery: 2–3 user-facing AI features shipped with clear SLOs and measurable impact</span></span></li><li><span><span>Reliability/cost: reduced average latency and cost per request; autoscaling and caching in place</span></span></li><li><span><span>Org: sub-team structure</span><span>established</span><span>; improved code quality and on-time delivery; targeted hiring completed</span></span></li></ul> <br><strong>Our stack  </strong><br><ul><li><span><span>Backend: Java (JVM), Node.js (</span><span>NestJS</span><span>); event-driven microservices; API gateways/proxies</span></span></li><li><span><span>AI platform: Python,</span><span>PyTorch</span><span>, LLM orchestration, prompt pipelines/registry; vector DBs (Pinecone,</span><span>Qdrant</span><span>); RAG services</span></span></li><li><span><span>Infra/DevOps: AWS (incl. Bedrock), Kubernetes, Terraform, CI/CD, Observability (</span><span>OpenTelemetry</span><span>, Prometheus/Grafana)</span></span></li></ul>"
    },
    {
      "name": "Why us?",
      "value": "<strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">International & Inclusive Team:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">Collaboration with diverse teams at our locations in Munich, Frankfurt, Berlin, and Sofia.</span><br style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">Modern & Dog-friendly Offices:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">Ergonomic, green, and inspiring for collaboration and productivity.</span><br style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">Flexibility:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">30 vacation days, flexible working hours, and hybrid work.</span><br style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">Special Time Off:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">Additional half-day off on Christmas Eve and New Year's Eve.</span><br style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">Workation:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">Work remotely for a limited period each year from selected destinations.</span><br style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><strong style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;text-transform:none;\">Wellbeing & Mobility Benefits:</strong><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"> </span><span style=\"font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;background-color:rgb(255,255,255);text-decoration:none;display:inline;\">Support for well-being and sustainable lifestyle:</span><ul style=\"border:0px solid;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><li style=\"border:0px solid;margin:0px;\"><strong style=\"border:0px solid;margin:0px;\">Urban Sports/EGYM Club subsidy:</strong><span style=\"border:0px solid;margin:0px;\"> </span>Monthly support for your membership.</li><li style=\"border:0px solid;margin:0px;\"><strong style=\"border:0px solid;margin:0px;\">Jobticket:</strong><span style=\"border:0px solid;margin:0px;\"> </span>50% monthly subsidy for the Deutschlandticket.</li><li style=\"border:0px solid;margin:0px;\"><strong style=\"border:0px solid;margin:0px;\">JobRad:</strong><span style=\"border:0px solid;margin:0px;\"> </span>Leasing of bicycles or e-bikes at attractive conditions.</li></ul><span style=\"border:0px solid;margin:0px;font-family:Inter, '-apple-system', BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', 'Open Sans', 'system-ui', '-apple-system', 'Segoe UI', Roboto, Ubuntu, Cantarell, 'Noto Sans', sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji';font-size:14px;font-style:normal;font-weight:400;text-transform:none;\"><em style=\"border:0px solid;margin:0px;\">Candidates must have the right to work in the EU; visa sponsorship is not provided for this role. </em></span>"
    }
  ],
  "occupationCategory": "it_software",
  "recruitingCategory": "Festangestellte"
}