Forward Deployed Full Stack Java Engineer (Java + React + AI Exposure)

Title: Forward Deployed Full Stack Java Engineer (Java + React + AI Exposure)Location: Richardson, TX(Hybrid mode Onsite)Job Type: ContractTHERE WILL BE ONE FACE TO FACE IN-PERSON INTERVIEW AT RICHARDSON,TX LocationRole OverviewWe are looking for a strong Full Stack Java Engineer who thrives as a utility player across a diverse and evolving technology stack. This is not a narrowly focused AI/ML role — instead, we are seeking a highly capable engineer with deep Java full-stack expertise and practical exposure to agentic AI capabilities integrated into enterprise applications.The ideal candidate is a strong generalist who can comfortably work across legacy modernization initiatives, modern front-end systems, and emerging AI-driven workflows.Key Responsibilities• Design, develop, and enhance enterprise-grade full-stack applications using Java and React.• Modernize and maintain legacy Java-based systems while building scalable enhancements.• Develop and support client-facing portals using React or similar modern front-end frameworks.• Work across multiple technologies and systems in a polyglot engineering environment.• Integrate AI/agentic capabilities into existing workflows and applications.• Build and support lightweight Python-based AI integrations and automation components.• Collaborate across engineering teams to evolve application architecture and platform capabilities.• Contribute to technical design, system integration, debugging, and performance optimization efforts.Required Technical SkillsFull Stack Engineering (Primary Requirement)• Strong hands-on experience in Java backend development.• Proven expertise building and supporting complex full-stack applications.• Strong experience with React.js or comparable modern front-end frameworks.• Experience working with enterprise applications spanning legacy and modern architectures.• Comfortable navigating and contributing across multiple layers of the application stack.Polyglot Engineering Capability• Ability to work across multiple languages and technology stacks.• Comfortable contributing beyond a single-stack specialization.• Strong engineering fundamentals with adaptability across evolving technologies.AI / Agentic Systems Exposure (Important Secondary Requirement)We are not looking for:• Pure AI/ML researchers or specialists.• Deep model-training or core ML engineering profiles.• Candidates limited exclusively to Python/LLM development.We are looking for engineers who have:• Experience integrating AI or agentic workflows into business applications.• Practical exposure to Python-based custom development.• Experience building AI-assisted workflows such as:OCR + LLM-driven document extractionValidation against contracts, leases, or business rulesIntelligent payment or invoice verification systemsAgentic workflow orchestration• Familiarity with Foundry-like or agentic development environments is a plus.Preferred Candidate ProfileWe strongly prefer strong, fungible engineering generalists who:• Are exceptional Java + React full-stack engineers.• Can contribute to light-to-moderate AI/agentic engineering work.• Are comfortable learning and expanding into emerging LLM/agentic ecosystems over time.• Operate effectively across diverse and evolving enterprise systems.What We Want to Avoid• Pure Java-only engineers unwilling to work across broader systems.• Pure AI/ML specialists without strong full-stack engineering capability.• Candidates unable to comfortably navigate full-stack enterprise applications.• Highly narrow specialists with limited adaptability across technologies.Evaluation CriteriaPrimary Evaluation• Demonstrated expertise in Java + React full-stack development on complex enterprise systems.Secondary Evaluation• Evidence of integrating or building AI/agentic capabilities using Python or similar technologies.ThanksAatmeshaatmesh.singh@ampstek.com