Artificial Intelligence / Machine Learning Engineer - Associate
iCapital Network · New York, New York, United States
About this role
**Artificial Intelligence / Machine Learning Engineer - Associate** **About the Role** iCapital is seeking an Associate AI Engineer to help build and scale production-grade AI systems that deliver real business outcomes. This role is ideal for an engineer early in their career who enjoys turning ambiguous problem statements into working systems, and who pairs creative problem-solving with disciplined measurement, reproducibility, and operational rigor. You'll work closely with senior AI and machine learning engineers and cross-functional partners to design, implement, evaluate, and operate AI capabilities as APIs and services in a real-world FinTech environment. **Responsibilities** • Design and implement modular AI capabilities including LLM-based reasoning, document intelligence (OCR/IDP), intelligent knowledge systems, and agentic orchestration • Own components of the full AI system life cycle to achieve tangible business outcomes, including scoping, POC, solution design, model development, deployment, monitoring and continuous improvement • Build robust evaluation pipelines for AI systems with statistically sound metrics, benchmark datasets, and strict versioning • Collaborate across teams and communicate results clearly via documentation and handoffs **Qualifications** • 2-3 years of relevant experience developing production AI/ML systems • Strong proficiency in Python • Solid fundamentals in statistics, exploratory data analysis, and data quality reasoning • Experience with AWS or cloud-native development patterns for AI/ML workloads • Familiarity with modern LLM tooling (transformers, unsloth, vLLM, agentic frameworks) or document AI approaches (IDP) • Experience with software development best practices (source control, CI/CD, testing, documentation) • Experience with agentic communication protocols (MCP, A2A) is a plus **Compensation & Benefits** 💰 Base Salary: $100,000 - $130,000 📦 Equity, annual performance bonus, matched retirement plan 🏥 Comprehensive benefits: subsidized healthcare, dental, vision, telemedicine, mental health counseling 👨👩👧👦 Parental leave & unlimited PTO 🏢 Office Monday-Thursday, remote flexibility on Friday
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