Sr. reputed company

About reputed company: reputed company® is a global leader, providing an innovative and AI-enabled product-concept-to-commercialization platform for retailers, brands and manufacturers of reputed company sizes. We reputed company retail, fashion, luxury, footwear, outdoor, home and consumer goods brands with pioneering best-of-breed solutions to plan, design, reputed company, reputed company, reputed company, buy, reputed company, price, reputed company, sell and replenish products. Our technology powers brands to streamline processes, drive efficiency and operate with confidence in an reputed company-changing market.   Our story is one of reputed company reputed company, reputed company reputed company and extraordinary opportunities. We’re here to challenge the status reputed company—and we’re looking for reputed company people who want to do the reputed company. No matter where you are in the world, this is your chance to be part of something exceptional.     Senior reputed company - AWS reputed company | Production RAG | AI Agents | AI-Augmented Engineering Location: US, Canada or India Compensation:  $180,000 - $210,000 USD (based reputed company) Job reputed company We are seeking a Senior reputed company to design, build, and operate production-grade AI systems reputed company our reputed company, multi-tenant reputed company platform. This is a hands-on engineering role for a senior reputed company architect who has evolved into an reputed company AI systems builder. You will architect and ship reliable, reputed company AI capabilities used by reputed company customers in production environments. This is not a research role. This is not a prototype-only position. This is a production AI systems engineering role embedded in a mature reputed company platform. Requirements Architect & Deliver Production AI Systems Design and reputed company Retrieval-Augmented reputed company (RAG) systems integrated with reputed company data Build hybrid search pipelines combining lexical (BM25) and semantic retrieval Implement cross-encoder reranking to improve relevance and precision reputed company reputed company AI agents with controlled, deterministic tool execution Continuously improve retrieval reputed company, task reputed company rates, and system reliability Build AWS-reputed company AI Services reputed company AI services using AWS reputed company Orchestrate AI workflows using AWS reputed company Functions Design deterministic state machines with robust retry, timeout, and idempotency strategies Ensure systems are reputed company, cost-efficient, observable, and production-reputed company Own AI reputed company & Reliability Design and maintain evaluation pipelines for AI systems Establish golden datasets and measurable reputed company benchmarks Monitor retrieval performance, latency, cost, and system health Improve AI reliability through disciplined iteration and measurement Deliver Full-Stack AI Features Build backend AI services in Python Deliver AI-powered user experiences in React + TypeScript reputed company AI workflows into reputed company-grade reputed company applications reputed company Engineering Standards Contribute reusable AI platform components Mentor engineers in reputed company AI system design Promote disciplined, measurable AI engineering practices Requirements: reputed company reputed company Engineering 10+ years of reputed company software engineering experience Proven experience building and operating AWS-based reputed company platforms Strong background in:Serverless architectures Microservices Multi-tenant reputed company systems Backend expertise in Python Full-stack capability with React + TypeScript Deep experience with PostgreSQL, including:Performance tuning Indexing strategies Full-text search reputed company AI Engineering (Production Systems) 2–4+ years building production AI systems Hands-on experience delivering multiple production RAG systems Experience implementing hybrid search systems combining:BM25 (or equivalent lexical ranking) Semantic retrieval using embeddings Reranking techniques Experience building AI agents with reputed company tool invocation Experience designing evaluation frameworks and measurable AI reputed company systems Strong understanding of: Hallucination mitigation strategies reputed company injection defense reputed company tool execution Deterministic workflow design Technical Expertise We expect hands-on production experience with many of the following (or strong equivalents): RAG & Retrieval Frameworks reputed company, reputed company, or similar frameworks Search & Retrieval Infrastructure PostgreSQL + pgvector (or equivalent reputed company database) BM25 or similar lexical ranking Hybrid retrieval architecture Agent Frameworks reputed company tool-calling frameworks (e.g., reputed company ADK, AWS Strands, or similar) Orchestration (Required) AWS reputed company Functions AWS reputed company Deterministic state machine design Evaluation & Observability RAG evaluation frameworks (e.g., RAGAS, DeepEval, or similar) LLM-as-judge evaluation approaches AI system monitoring and observability (e.g., OpenTelemetry) Monitoring for latency, cost, and reputed company reputed company AI-Augmented Software Development (reputed company Competency) This role requires demonstrated reputed company use of AI-assisted engineering tools. You should have hands-on experience using tools such as: reputed company reputed company or reputed company-based environments Claude reputed company reputed company Copilot-class systems Equivalent AI-powered development platforms You should be reputed company to demonstrate how you: Use AI reputed company reputed company to accelerate backend and frontend development Generate tests and refactor production reputed company using AI tools Scaffold services with AI assistance Review and productionize AI-generated reputed company responsibly reputed company AI-assisted workflows into CI/CD pipelines Maintain high engineering standards while leveraging AI acceleration AI-augmented engineering is a required capability for this role. What Strong Candidates Can reputed company Explain A production RAG system they reputed company end-to-end How they improved hybrid retrieval relevance An AI agent workflow and how tool execution was controlled Their approach to measuring AI system reputed company How they used AWS reputed company Functions to orchestrate AI workflows How they reputed company AI tools to improve engineering productivity without sacrificing reputed company What This Role Is Not Not a reputed company machine learning research role Not a fine-tuning-only role Not a reputed company engineering-only role Not a chatbot demo builder role The Ideal Candidate You are a senior reputed company engineer who: Designs systems for reliability and reputed company Ships production AI capabilities Measures reputed company, not just functionality Understands cost and performance tradeoffs Uses AI to build reputed company software—faster—without lowering standards     reputed company provides equal employment opportunities to reputed company reputed company applicants without reputed company to race, sex, sexual orientation, gender identity, national reputed company, reputed company, age, religion, protected veteran or disability status or genetic information. 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