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Creative Chaos

Builds MVPs for startups and enterprises

AI Architect

AI Application EngineeringConfirmed live in the last 24 hours
Full-timeRemote in PakistanNo salary listed

About the Job

Requirements

  • At least 8 years of engineering experience, including at least 4 years leading multi-team delivery, and experience shipping production web and mobile systems at scale.
  • Have shipped at least one production AI application using Claude, GPT, Gemini, Llama, or Mistral, backed by retrieval using pgvector or a vector database and a basic evaluation or guardrail pipeline.
  • Have implemented orchestration with LangGraph, DSPy, or Temporal for durable workflows; rerankers such as Cohere, Jina, or Voyage; and prompt and tool versioning.
  • Have built with modern cloud and data technologies, including serverless or Kubernetes, Terraform, OpenTelemetry, and feature flags or experimentation.
  • Have hands-on experience with the listed technology stack: Anthropic Claude, OpenAI, Google models, Llama or Mistral; LangGraph or DSPy and Temporal; Postgres with pgvector, Weaviate, Qdrant or Pinecone, and OpenSearch or Typesense; OpenAI, Voyage, E5 or BGE embeddings and Cohere, Jina or Voyage rerankers; JSON or Pydantic schemas, red-team sets, promptfoo, Ragas or DeepEval, and content or PII filters; OpenTelemetry, Langfuse or Arize Phoenix, Sentry or Grafana; Next.js 15, TypeScript, Go or Python, Postgres, Kafka, Redpanda or NATS; and Cloud Run, ECS, Kubernetes, Terraform or OpenTofu, GitHub Actions, LaunchDarkly or Unleash, and Statsig or GrowthBook.
  • Have strong client communication and commercial sense, including experience with statements of work, staffing, and utilization.

Responsibilities

  • Build AI-native products and lead cross-functional Innovation Delivery Squads, owning outcomes end to end across web, mobile, AI agents, and streaming backends.
  • Scope, architect, staff, and ship products, then operate them safely at scale.
  • Establish and run squads through discovery, prototype, product, platform, and site reliability engineering stages.
  • Design and ship retrieval-augmented generation and agent systems by selecting models, defining tools and functions, and choosing retrieval technologies, using Postgres with pgvector by default and Weaviate, Qdrant, or Pinecone when needed.
  • Operate AI systems safely through evaluations and guardrails, structured JSON or schema outputs, personally identifiable information redaction, refusal policies, cost and latency budgets, and large language model observability.
  • Own delivery outcomes for service-level objectives, quality, cost, and velocity; release using feature flags and canaries.
  • Work directly with clients on discovery, scoping, statements of work, roadmaps, and quarterly business reviews.
  • Hire and coach Tech Leads, Engineering Managers, and Product Managers, and improve team practices.

About the Company

Creative Chaos

Builds MVPs for startups and enterprises

Creative Chaos is an integrated technology innovation firm that builds MVPs for startups and Fortune 500 companies, focusing on web applications, mobile apps, and IoT. It uses an MVP Development Framework and a delivery-driven team to turn ideas into testable products quickly. The company operates globally with a network of offices and 300+ full-time associates, delivering full life-cycle technology implementations across multiple industries. Unlike many firms, its differentiation comes from its emphasis on grit, delivery excellence, and a proven MVP process that supports agile development. Its goal is to help startups and enterprises bring their ideas to life by turning concepts into validated, market-ready MVPs through rapid, iterative development.

Company size
201-500
Company stage
Not listed
Total funding
Not listed
Headquarters
Everett, Massachusetts
Founded
2000

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