About the role
Overview
At Aden, artificial intelligence is not just a feature; it is the core driver of our infrastructure. We are seeking a deeply technical, highly analytical Applied AI Engineer to join our core engineering team. In this role, you will be responsible for bridging the gap between cutting-edge AI research and production-grade enterprise software. You will design, build, and deploy the intelligent systems that power our infrastructure, focusing on large language models (LLMs), autonomous agent frameworks, and advanced data pipelines. You will tackle some of the most complex challenges in the industry: ensuring consistent, highly accurate, and secure outputs from probabilistic models within a strictly regulated enterprise environment. If you are passionate about building robust AI systems that can independently parse complex data, reason through multi-step transactional logic, and execute actions flawlessly, this is the role for you.
Responsibilities
- Model Deployment & Optimization: Design, deploy, and maintain state-of-the-art foundation models and custom-trained AI systems within a high-throughput, low-latency B2B enterprise environment. You will optimize inference performance and manage resource allocation to ensure cost-effective scaling.
- Agentic Framework Development: Architect and implement robust, multi-agent workflows capable of handling complex operations, from risk assessment and fraud detection to automated reconciliation and dynamic routing.
- RAG & Data Pipelines: Build and optimize Retrieval-Augmented Generation (RAG) pipelines that ingest, vectorize, and retrieve massive volumes of structured and unstructured data (e.g., market feeds, SEC filings, ledger data) in real-time.
- Evaluation & Alignment: Develop rigorous, automated testing frameworks to evaluate model performance, specifically focusing on hallucination reduction, mathematical accuracy, and strict adherence to compliance standards.
