Senior AI Engineer

The Senior AI Engineer builds and deploys production-grade AI agents that power ACQ Vantage. This role exists to turn AI capability into real, usable systems that drive business outcomes, not experiments or prototypes.

You will work inside a lean Technology team to design, build, and ship agentic workflows that interact with internal tools, data systems, and user-facing products. You are responsible for taking ideas from concept to production, with a focus on reliability, speed, and practical value.

This is a hands-on engineering role. You are writing code daily, iterating quickly, and working directly with modern AI tooling. You are expected to understand how LLMs behave in production, not just how they work in theory.

• →

  Design, build, and deploy production-grade AI agents and end-to-end agentic workflows that solve real business problems across ACQ Vantage

• →

  Integrate LLMs with internal systems, APIs, and data sources, ensuring reliability, performance, and clean abstractions

• →

  Collaborate with product and engineering teams to prioritize, ship, and iterate on AI features quickly

• →

  Own and improve RAG pipelines across multiple Pinecone namespaces, including chunking strategy, embedding model selection, hybrid retrieval, and reranking

• →

  Build and maintain an evaluation framework, including golden datasets, automated quality scoring, retrieval metrics, latency benchmarks, and regression detection

• →

  Optimize model routing and tiering to improve unit economics while maintaining output quality

• →

  Instrument the AI layer for observability, including cost-per-request, token usage, quality signals, and anomaly detection

• 7+ years shipping production software systems (distributed backends, APIs, deployment pipelines, monitoring)

• 2+ years building production RAG systems using vector databases (Pinecone, Qdrant, FAISS, or Weaviate), including embedding strategies, index management, and retrieval tuning

• Built and deployed AI agents or multi-step LLM workflows in production, including tool use, orchestration, and system integrations

• Built or contributed to an evaluation framework for an LLM-based product (retrieval quality measurement, regression detection, model-switching decisions based on data)

• Reduced LLM API costs in production through model routing, caching, token management, or architectural improvements

• Worked across multiple LLM providers (OpenAI, Anthropic, or equivalent) and understands tradeoffs in prompt behavior, token economics, and failure modes

• Comfortable in both TypeScript and Python (our stack uses both)

• Production AI agents are deployed and actively used within ACQ Vantage

• New AI-driven features move from concept to production in weeks, not months

• Agent performance improves over time through structured testing and iteration

• AI systems operate reliably with minimal failure or manual intervention

• Engineering output translates directly into measurable business impact

• Work hours aligned with local timezone or Pacific timezone (8a-5p M-F)

• Availability to support critical launches or events when needed

• Full-time, remote (US-based)

• Quarterly on-sites in Las Vegas

Our core values are the heart and soul of this incredible company. The right person for this role will appreciate each of these values, personally subscribe to them, and understand why each is critical to having a great business.

Be at your best when your best is needed. Enjoyment of a hard challenge. Those who have the drive to constantly improve, the superior intellect and long term commitment to see incremental improvements become compounding returns.

Have the self awareness to accurately perceive and communicate hard truths that improve others and self, the courage to do so, and the humility to accept them, even when it hurts. Nothing great can be built without feedback: internally or externally.

Be the type of person with whom people are always proud to associate, personally and professionally. We look for true alignment of thoughts, words, and actions towards a goal worth pursuing.