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Full Stack AI Engineer

MLabs
MLabsUSD 100k–114kvia web3.careerPosted 6/10/2026
New YorkNYUnited Statesaiengineerfull stackblockchaindefi
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About the role

Location: Remote - If based in NYC, will require office presence 2/3 days a week, for LATAM and European regions will be expected to work EST hours with a 5 hour overlap.Remote/Hybrid | Full-timeCompensation: $140K - $200KWe are hiring on behalf of our client, an innovative technology firm who is seeking an experienced Full-Stack AI Engineer to join a growing, AI-focused engineering team. The client develops advanced intelligence and analytics solutions designed to help participants in digital asset markets make more informed decisions by combining financial data, automation, and modern AI technologies to transform complex information into actionable insights.In this role, the successful candidate will work closely with product, research, and engineering leadership to develop next-generation, AI-powered financial applications. This is a highly collaborative position that requires strong ownership, technical depth, and the ability to move quickly from concept to production.Key ResponsibilitiesFull-Stack Product Development Architecture & Maintenance: Architect, develop, and maintain end-to-end applications powering AI-driven financial products Backend & APIs: Build scalable backend services and APIs that support intelligent workflows and automated decision-making UI Development: Create intuitive, high-performance user interfaces that surface complex insights and enable interactive experiences Real-Time Systems: Design systems that support real-time communication between users, data sources, and AI components AI & Data Integration Cross-Functional Collaboration: Partner with research and machine learning teams to integrate AI capabilities into production environments Data Pipelines: Implement and maintain pipelines that ingest, process, and manage structured and unstructured financial data Operationalization: Support the deployment and operationalization of AI-powered features and workflows Engineering Excellence Standards & Reliability: Establish testing, observability, monitoring, and reliability standards across applications and services Optimization: Optimize system performance, scalability, and maintainability Technology Evaluation: Evaluate and adopt emerging technologies across AI, software engineering, and financial infrastructure Continuous Learning Industry Trends: Stay informed on developments in large language models, agent frameworks, financial technologies, and modern web architectures Best Practices: Contribute to technical discussions and help shape engineering best practices across the organization RequirementsRequired Qualifications Experience: 5+ years of professional experience building full-stack applications Backend Expertise: Strong programming experience with Python, including modern API frameworks such as FastAPI. Advanced proficiency in JavaScript and TypeScript, with extensive experience developing applications using Node.js Frontend Expertise: Advanced proficiency in React for building user interfaces System Design: Demonstrated success building scalable web platforms, APIs, and backend services, alongside a strong understanding of both relational and non-relational database technologies AI & Agent Architecture: Deep knowledge of prompt design, tool-calling architectures, Model Context Protocol (MCP), and agent orchestration patterns. Experience deploying and operating AI agents or autonomous workflow systems in production environments Information Retrieval: Experience building embedding pipelines, semantic retrieval systems, and advanced search capabilities. Familiarity with vector search technologies, retrieval-augmented generation (RAG), and asynchronous application patterns AI Frameworks: Hands-on experience developing solutions using large language models and AI orchestration frameworks (e.g., LangChain or comparable technologies) Domain Knowledge: Experience working with financial datasets, market data, or financial service APIs Professional Attributes: Ability to oper...

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