Machine Learning Engineer, AI Agent Platform
Arta Finance26 days ago
Base Salary
$110k - $180k/yr
Responsibilities
- Design and implement agent architectures for financial decision support.
- Build systems for LLM orchestration, prompt management, and workflow execution.
- Develop evaluation frameworks for agent quality, reliability, and safety.
- Create benchmarking pipelines to measure model and system performance.
- Build infrastructure for self-hosted and multi-tenant deployments.
- Design systems that operate under enterprise constraints.
- Develop APIs and platform abstractions for external partners.
- Translate LLM capabilities into stable, production-ready systems.
- Partner with ML and product teams to integrate agents into financial workflows.
- Improve reliability, observability, and failure handling of agent systems.
Requirements
- 5+ years of experience building production ML systems or backend systems for ML-powered products.
- Hands-on experience with LLMs, agent frameworks, or applied ML systems.
- Strong Python skills and experience with modern ML tooling.
- Experience with agent systems, tool use, or LLM orchestration frameworks.
- Experience building evaluation or benchmarking systems for ML or LLMs.
- Experience designing systems beyond notebooks, including APIs and services.
- Strong systems thinking regarding latency, reliability, and failure modes.
- Willingness to relocate to the Bay area.
Benefits
- Competitive salary and benefits package with growth opportunities.
- Vibrant work environment that values innovation and collaboration.
- Opportunity to work with a diverse team of industry experts.
- Robust health insurance for you and your family.
- High deductible health plan with health savings account contribution.
- 20 weeks of parental leave.
- 17 days PTO annually.