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About the Role
iCapital is seeking an Associate AI Engineer to build and scale production-grade AI systems that deliver business outcomes. This role is for an early-career engineer who enjoys turning ambiguous problems into working systems, combining creative problem-solving with disciplined measurement, reproducibility, and operational rigor. The individual will join the AI/ML team, collaborating with senior engineers and cross-functional partners to design, implement, evaluate, and operate AI capabilities as APIs and services in a FinTech environment. Strong analytical fundamentals, curiosity, and a bias toward delivering robust, maintainable systems are expected.
Responsibilities
- Design and implement modular AI capabilities including LLM-based reasoning, document intelligence (OCR/IDP), intelligent knowledge systems, and agentic orchestration to power workflow automation.
- Own components of the full AI system life cycle, including scoping, POC, solution design, model development, deployment, monitoring, and continuous improvement in production environments.
- Build robust evaluation pipelines for AI systems, defining statistically sound metrics, constructing and curating benchmark datasets, and enforcing strict dataset and model versioning.
- Collaborate across teams and communicate results clearly via documentation, write-ups, and handoffs.
Requirements
- 2-3 years of relevant experience, including hands-on experience developing production AI/ML systems.
- Exposure to AWS or cloud-native development patterns for AI/ML workloads.
- Familiarity with AI development life cycle best practices.
- Strong proficiency in Python.
- Solid fundamentals in statistics, exploratory data analysis, and the ability to reason about data quality, experiments, and error patterns.
- Clear written and verbal communication with the ability to document work and collaborate in a team setting.
- Experience with modern LLM tooling (i.e. transformers, unsloth, vLLM, agentic frameworks) or document AI approaches (IDP).
- Familiar with software development best practices (source control, CI/CD, testing, documentation) and working through a full development lifecycle.
- Experience with various agentic communication protocols (i.e. MCP, A2A) is a plus.
Skills
- Python
- AWS
- Cloud-native development
- AI/ML systems development
- LLM tooling
- Document AI
- Software development best practices
- Source control
- CI/CD
- Testing
- Documentation
- Agentic communication protocols
Location
- New York, NY
Work Type
- Hybrid
Experience Level
- Associate
Salary/Compensations
- $100,000 to $130,000
Benefits
- Salary
- Equity for all full-time employees
- Annual performance bonus
- Employer matched retirement plan
- Generously subsidized healthcare
- 100% employer paid dental
- Vision insurance
- Telemedicine
- Virtual mental health counseling
- Parental leave
- Unlimited paid time off (PTO)
About the Company
- iCapital is a financial technology company.
- For additional information on iCapital, please visit https://www.icapitalnetwork.com/about-us
- Twitter: @icapitalnetwork
- LinkedIn: https://www.linkedin.com/company/icapital-network-inc
- Awards Disclaimer: https://www.icapitalnetwork.com/about-us/recognition/
Equal Opportunity
- iCapital is proud to be an Equal Employment Opportunity and Affirmative Action employer.
- We do not discriminate based upon race, religion, color, national origin, gender, sexual orientation, gender identity, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.