Full Stack Engineer (Enterprise AI Platforms)

Job Description:

Job Description: We are looking for a strong Full Stack Engineer who has built production-grade enterprise applications, worked with large datasets, and is excited about integrating AI systems and LLM-powered workflows into real-world platforms. This is not a UI-only or API-only role. You’ll own end-to-end system design, from frontend experiences to backend orchestration and AI integration. What You’ll Work On • Enterprise web platforms used by analysts, admins, and leadership • High-scale data-intensive applications (query orchestration, risk intelligence, estimation engines) • AI-augmented workflows (LLMs, agents, optimizers, explainability layers) • Secure, governed, multi-tenant systems with role-based access Key Responsibilities Full Stack Development • Design and build scalable web applications (frontend + backend) • Develop API-first backend services for enterprise workflows • Build admin dashboards, analyst workflows, and decision-ready UIs • Ensure performance, reliability, and maintainability at scale Backend & Data Systems Job Description Document No: AMP_HR_F_004 Rev No: 1.0 Rev Date: 02-Dec-2024 Internal Page 2 of 4 • Work with large-scale relational databases (Azure Synapse, Redshift, Snowflake, PostgreSQL, SQL Server, etc.) • Design data models for high-volume, analytical workloads • Implement caching, orchestration, background processing, and async workflows • Integrate with enterprise systems (identity, BI tools, data platforms) AI / LLM Integration • Integrate LLMs (OpenAI, Azure OpenAI, etc.) into production systems • Build AI-powered services: o Query optimization o Risk scoring & explainability o Estimation & prediction workflows • Implement agentic AI patterns (multi-step reasoning, tool-using agents, orchestration) • Work closely with ML engineers to productionize AI models Enterprise Readiness • Implement RBAC, audit logging, governance, and guardrails • Design systems with security, compliance, and observability in mind • Contribute to CI/CD pipelines, deployments, and production monitoring Required Skills & Experience Core Engineering • 4–8+ years of experience as a Full Stack Engineer • Strong backend experience with Python (FastAPI preferred) or equivalent • Solid frontend experience with React / modern JS frameworks • Strong understanding of REST APIs, async processing, microservices Data & Systems • Hands-on experience with large databases and complex schemas • Strong SQL skills and experience optimizing queries