Machine Learning Engineer, AI Agent Platform
Arta Finance5 months ago
Base Salary
$110k - $180k/yr
Responsibilities
- Design and implement agent architectures covering tool use, planning, memory, and orchestration.
- Build LLM orchestration, prompt management, and workflow execution systems.
- Develop evaluation frameworks for agent quality, reliability, and safety.
- Create benchmarking pipelines to measure model and system performance over time.
- Build infrastructure for self-hosted and multi-tenant enterprise deployments.
- Design systems that meet enterprise security, latency, and cost constraints.
- Develop APIs and platform abstractions for external partners.
- Translate evolving LLM capabilities into stable, production-ready systems.
- Partner with ML and product teams to integrate agents into financial workflows.
- Improve the reliability, observability, and failure handling of agent systems.
Requirements
- At least 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 ML or LLM evaluation and benchmarking systems.
- Experience designing APIs, services, and pipelines beyond notebook-based work.
- Strong systems thinking around latency, reliability, failure modes, and tradeoffs.
- Must be located in or plan to relocate to the Bay Area.
- Experience with self-hosted models or enterprise AI deployments is a strong plus.
- Background in distributed systems or data infrastructure is a strong plus.
- Exposure to financial systems or other high-stakes domains is a strong plus.
Benefits
- Competitive salary and benefits package with opportunities for growth and advancement.
- Health insurance for employees and families.
- High deductible health plan with health savings account contribution.
- 20 weeks of parental leave.
- 17 days of annual paid time off.
- Candidates must be located in or plan to relocate to the Bay Area; at least one in-person interview is required, and remote candidates may be asked to visit the Mountain View headquarters.
Tech Stack
Categories
About Arta Finance
Arta Finance builds an AI-driven wealth platform that gives individuals access to automated investment strategies, alternative assets, and private-market opportunities, while equipping advisors and institutions with research tools and a curated investment marketplace. Its business model combines investment-advisory fees with enterprise partnerships. Founded in 2021 and headquartered in Mountain View, California, Arta operates in the U.S. and Singapore and is an SEC-registered investment adviser with a CMS license from the Monetary Authority of Singapore.