3 дня назад
AI/ML Lead Engineer
180 000 - 212 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI/ML Lead Engineer (Multi-Agent AI/Financial Services): Designing and deploying production-grade multi-agent systems and advisor-facing AI tools for portfolio insights and workflow automation with an accent on agent orchestration, data grounding, observability, and compliance. Focus on architecting scalable agent infrastructure, evaluating reasoning accuracy and financial correctness, and optimizing distributed services for reliability, latency, and cost.
Location: Hybrid, working from the Stamford, San Ramon, or San Mateo offices 3 days per week; applicants must be authorized to work for any employer in the United States.
Salary: $180,000–$212,000 annually, plus a discretionary bonus.
Company
is a global asset manager, with O’Shaughnessy Asset Management providing custom indexing and portfolio management services through its Canvas platform.
What you will do
- Design and implement production-grade multi-agent systems and agent workflows for financial advisors.
- Build retrieval, reasoning, tool execution, validation, compliance, memory, and state-management capabilities.
- Develop distributed agent-execution services with observability, monitoring, fault tolerance, and strong failure handling.
- Embed AI agents and chatbots into client-facing platforms to generate portfolio and book-of-business insights.
- Create evaluation frameworks for reasoning accuracy, groundedness, hallucination mitigation, financial correctness, and compliance.
- Partner with product, design, and engineering teams while optimizing model serving, vector databases, caching, orchestration, latency, cost, and reliability.
Requirements
- 5+ years of software engineering experience, including 2+ years building and deploying LLM, GenAI, or agent-based systems in production.
- Experience with multi-step agent workflows using LangChain, OpenAI function or tool calling, or similar frameworks.
- Expert-level Python proficiency and experience building distributed services or microservice architectures.
- Hands-on experience with vector databases, RAG architectures, and data-grounding techniques.
- Experience implementing observability, monitoring, and fault-tolerant systems for high-availability applications.
- U.S. work authorization is required; visa sponsorship or transfer of employment visa sponsorship is not available.
Nice to have
- Experience in asset management, wealth management, or portfolio analytics.
- Experience with LLM evaluation, model governance, hallucination mitigation, groundedness, accuracy testing, or compliance monitoring.
- Experience with multi-agent architectures, model serving, Docker, Kubernetes, AWS, Azure, or GCP.
- Master’s or PhD in Computer Science, Machine Learning, AI, or a related field.
Culture & Benefits
- Hybrid work with regular office presence.
- Annual discretionary bonus and 401(k) plan with a generous match.
- Healthcare, insurance, disability benefits, employee stock investment opportunities, and paid time off.
- Learning resources, career development programs, education expense reimbursement, and a wellbeing program.
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