Software Engineer - AI/ML Engineer
Core
Design and implement scalable, reliable agentic AI platforms and production-grade large language model-enabled services for enterprise finance workflows.
Role type
Senior IC Software Engineer (AI/ML)
Builds
Agentic AI platforms, LLM services, cloud-native AWS components, and secure API integrations for enterprise finance.
Domain
Financial Services / Agentic AI / Large Language Models
Deliverable
production ML models
Required skills
Python, AWS (containers, serverless), React, LLM application development, agentic patterns, tool integrations, retrieval-augmented generation, embeddings, semantic search, context engineering, distributed systems troubleshooting, AI system evaluation and monitoring, responsible AI practices
Preferred skills
Kubernetes, container orchestration, experimentation frameworks, automated regression testing, LLM cost governance, guardrails implementation, reusable platform components
Technologies
Python, AWS, Kubernetes, React, Docker, Serverless, Event-driven architectures, Embeddings, Semantic search
Responsibilities
Design and implement components for scalable, reliable agentic AI platforms supporting enterprise workflows; Build production-grade AI systems with agents, skills, memory patterns, guardrails, and tool-use orchestration; Implement retrieval and context-engineering approaches including embeddings, semantic search, grounding, summarization, and prompt management; Develop cloud-native AWS services using containers, serverless computing, and event-driven messaging; Improve latency, throughput, scalability, caching, context efficiency, and cost across large language model workloads; Build secure, reusable APIs and integrations connecting AI capabilities with enterprise platforms; Implement evaluation, experimentation, regression testing, and observability to improve system quality and agent behavior; Work with product, platform, and engineering teams to turn requirements into resilient, measurable deliverables; Strengthen technical standards and code quality through design reviews, documentation, and peer reviews.
Seniority
Senior (Software Engineer III), hands-on IC
