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Creative ChaosAI & Machine Learning 22d ago
Director of Innovation Delivery (AI & Product Engineering)
Remote (Pakistan)
Full-time
Not Mentioned
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Job Description
Creative Chaos is looking for a Director of Innovation Delivery to build AI-native products. You will lead cross-functional Innovation Delivery Squads—owning outcomes end-to-end across web, mobile, AI agents, and streaming backends. You are a hands-on technical leader who can scope, architect, staff, and ship products safely at scale.
Key Responsibilities
- Squad Leadership: Stand up and run cross-functional squads through the full lifecycle: Discovery → Prototype → Product → Platform & SRE.
- AI Architecture: Design and ship RAG/Agent systems; pick models (Claude, OpenAI, Llama), define tools, and choose retrieval strategies (Postgres + pgvector, Weaviate/Qdrant).
- AI Safety & Ops: Operate AI safely by implementing evals, guardrails, structured outputs (JSON/Schema), PII redaction, and cost budgets.
- Delivery Ownership: Own delivery outcomes including SLOs, quality, cost, and velocity; release with feature flags and canaries.
- Client Management: Be client-facing for discovery, scoping, SoWs, roadmaps, and QBRs.
- Mentorship: Hire and coach Tech Leads, Engineering Managers, and PMs to level up practices.
Requirements
- Experience: 8–12+ years in engineering with 4+ years leading multi-team delivery.
- AI Production: Must have shipped at least one production AI app using LLMs (Claude/GPT/Llama) backed by retrieval (Vector DB) and a basic eval/guardrail pipeline.
- Orchestration: Experience implementing orchestration using LangGraph, DSPy, or Temporal for durable workflows.
- Cloud Native: Built with modern cloud and data stacks: Serverless/K8s, Terraform, OpenTelemetry, and feature flags.
- Commercial Sense: Excellent client communication and ability to manage staffing, utilization, and SoWs.
Tech Stack (Hands-On Experience Required)
- Models: Anthropic Claude, OpenAI, Google, Open-weights (Llama, Mistral).
- Orchestration: LangGraph (or DSPy), Temporal.
- Retrieval: Postgres + pgvector, Weaviate, Qdrant, Pinecone.
- App & Data: Next.js 15, TypeScript, Go, Python, Kafka/Redpanda.
- Observability: OpenTelemetry, Langfuse, Arize Phoenix.
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