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AI Engineer — AWS Bedrock AgentCore

We're looking for engineers to help build and productionize AI systems on AWS Bedrock AgentCore — real conversational AI, RAG pipelines, and agent architectures that go well beyond proof-of-concept and serve live traffic and real users. Whether your strength is on the AI application side (agents, RAG, orchestration) or the platform side (deployment, observability, security), this role sits at the center of turning working demos into production-grade, reliable systems on Bedrock's agentic stack. If you've built and shipped on AgentCore specifically — not just Bedrock in general — and want your work to run in production rather than sit in a notebook, this is built for that. What You'll Do - Design, build, and deploy conversational AI systems, chatbots, and AI agents using AWS Bedrock AgentCore - Architect and ship production-grade RAG (Retrieval-Augmented Generation) systems — not prototypes, but systems serving live traffic - Build and deploy LLM applications primarily on AWS Bedrock and AgentCore, with Azure OpenAI or equivalent platforms as secondary context - Develop and orchestrate agent architectures within AgentCore, using frameworks such as LangChain, LangGraph, or LlamaIndex where applicable - Build and maintain MCP (Model Context Protocol) server integrations to extend AgentCore agent capabilities - Design and build the production service layer around AgentCore (Lambda, API Gateway, IAM, DynamoDB, OpenSearch, or equivalents) - Establish CI/CD pipelines and manage development, beta, and production environments for AgentCore-based services - Implement observability for AgentCore agents: tracing, dashboards, per-turn cost and latency metrics, error rates, and audit trails - Implement key security controls — data-leakage protection, session isolation, auth/authz boundaries, secure prompt/response storage - Write clean, maintainable, production-quality Python across the AI application and platform stack - Monitor, evaluate, and iterate on agent, RAG, and platform performance in production - Stay current with fast-moving developments in Bedrock, AgentCore, and agentic AI systems, and bring relevant advances into the project What You Bring - Proven, hands-on experience building and deploying AI agents on AWS Bedrock AgentCore in a production environment — not personal projects or tutorials - Direct experience with AWS Bedrock's agentic tooling (AgentCore, Bedrock Agents, or equivalent Bedrock-native orchestration) - Strong Python skills for AI application development and/or service integration - Working experience with AWS cloud environments; Azure experience is a plus but not the primary requirement - Experience with at least one of: agent orchestration frameworks (LangChain, LangGraph, LlamaIndex), RAG system design, or AWS production infrastructure (Lambda, API Gateway, IAM, DynamoDB, OpenSearch) - Experience with observability and monitoring for AI or distributed systems - Strong understanding of security, data handling, and production-readiness tradeoffs - Comfortable working in a fast-moving, evolving technical environment with pragmatic engineering judgment

opportunityurgent

Teaching Marketplace & Learning Platform

Developer to create a Teaching Marketplace & Learning Platform (Similar to Preply) We are seeking an experienced and highly skilled software developer or senior full stack developer to build a premium online learning marketplace specialising in Qur'an, Arabic and Islamic Studies. This is **not** a simple tutoring website. We are building a scalable international SaaS platform combining the functionality of platforms such as Preply, italki, Calendly, Zoom, Moodle and modern AI-powered learning systems into one fully integrated solution. The successful developer must have extensive experience developing complex educational marketplaces, live video platforms and payment systems. Experience with AI integration is highly desirable. The platform will support: * One-to-one lessons * Group classes * Live classes * Recorded courses * Worldwide teachers and students * Multi-language architecture * Multi-country support * Multi-currency * Automatic timezone conversion Teacher Marketplace Teachers will be able to: * Register from anywhere in the world * Complete identity verification * Upload qualifications * Record profile introduction videos * Set availability * Set hourly rates (within Admin limits) * Digitally sign contracts * Accept lesson bookings * Apply to teach group classes * Teach through the built-in virtual classroom * Create assessments * Issue certificates * Write reports * Track earnings * View analytics * Receive ratings and reviews Students should be able to search teachers using advanced filters including: * Price * Availability * Country * Gender * Qualification * Experience * Native language * Teaching speciality * Ratings * Trial lessons Virtual Classroom The classroom should include: * Built-in video conferencing * Interactive whiteboard * Screen sharing * PowerPoint support * Flipbook/PDF reader * Session recording * AI meeting transcription * Shared notes * Live chat * File sharing * Interactive quizzes * Educational games * Breakout rooms * Polls * Attendance tracking AI Features We intend to integrate AI throughout the platform, including: * Automatic lesson transcription * AI lesson summaries * AI-generated homework * AI study recommendations * AI learning analytics * AI pronunciation assessment * AI Tajweed assistance * AI chatbot support Learning Management Students should have access to: * Learning dashboard * Homework * Exams * Progress tracking * Certificates * Recorded lessons * Learning history * Vocabulary notebook * Achievement badges * Parent accounts * Personal notes Administration Comprehensive Super Admin and Admin dashboards including: * User management * Teacher approvals * Revenue reporting * Commission management * Teacher performance * Attendance reports * Booking analytics * Student retention * Financial reporting * Marketing dashboard * CRM * Promotional coupons * Referral system * Audit logs * Support tickets * Refund management Payments Integrated payment gateway supporting: * Hourly payments * Monthly subscriptions * Block bookings * Direct Debit * One-off payments * Discount codes * Commission management * Teacher payouts Technical Requirements Please include details of: * Technologies/frameworks you recommend * Proposed system architecture * Security approach * Scalability strategy * Cloud hosting recommendation * Database design * AI technologies you intend to use * Estimated timeline * Team structure * Relevant portfolio examples Existing Specification A detailed Software Requirements Specification (SRS) has already been prepared and will be provided to shortlisted candidates. The specification currently includes extensive functionality covering user management, virtual classrooms, examinations, reporting, payments, scheduling, AI transcription, flipbook integration, analytics, role-based permissions and much more. ## Important Please do **not** apply unless you have previously built a sophisticated online education marketplace or SaaS platform of comparable complexity. Applications without examples of similar projects will not be considered. This project is intended to become a market-leading global platform, therefore code quality, scalability, security and long-term maintainability are essential.