Recruiting from Scratch

Applied AI Engineer

Recruiting from Scratch  •  New York City, NY (Onsite)  •  1 month ago
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Job Description

Applied AI Engineer

  • Title of Role: Applied AI Engineer
  • Location: New York, New York, on-site
  • Company Stage of Funding: Venture Round — Insurance
  • Office Type: On-site
  • Salary: [To be confirmed with final candidates]

We're representing a dynamic early-stage company on a mission to revolutionize health benefits, making them accessible and affordable for small and medium-sized businesses. This company is leveraging advanced technology to simplify a historically complex and underserved space, empowering brokers and consultants to deliver innovative insurance solutions. If you're passionate about solving real-world problems with significant impact and desire a high degree of ownership, this is the ideal environment for you.

What You Will Do

  • Design, build, and deploy LLM-powered features that are utilized by real customers, moving beyond prototypes and research projects.
  • Architect and implement reliable, scalable AI agents and multi-step LLM workflows that enhance operational efficiency.
  • Own the end-to-end development of features from initial design through deployment and iterative improvements.
  • Build and maintain prompt orchestration pipelines, utilizing context engineering and retrieval-augmented generation (RAG) techniques.
  • Develop and enforce practices for LLM reliability and safety, including guardrails and evaluation frameworks.
  • Make informed trade-offs between performance, latency, cost, and output quality in production AI systems.
  • Communicate complex technical decisions and architectural trade-offs effectively to non-technical stakeholders.

Ideal Candidate Background

  • 3–7+ years of experience as a software engineer, applied AI engineer, or product engineer with a strong focus on backend development.
  • Proven track record of shipping LLM-powered products to production; experience with demos or research-only work is insufficient.
  • Strong backend engineering skills in Python and solid command of relational databases, particularly Postgres and SQL.
  • Hands-on experience in designing and building AI agents or complex multi-step LLM pipelines, with practical knowledge of prompt orchestration and context engineering.
  • Familiarity with LLM evaluation frameworks, guardrails, and methodologies for ensuring production safety.

Preferred

  • Experience in healthcare, insurance, or finance domains, particularly in applying AI to complex workflows.
  • A strong product mindset with a history of owning features from concept through launch and iteration.
  • Comfort in high-autonomy environments and a proactive approach to problem-solving.

Compensation and Benefits

Enjoy access to affordable, comprehensive health benefits, reflecting the company's commitment to its mission. You will have a high degree of ownership and autonomy, directly influencing product and technical direction.

Recruiting from Scratch

About Recruiting from Scratch

Recruiting from Scratch provides recruiting services for companies that need to hire the best talent in software engineering, hardware engineering, product design, product management, marketing, GTM, and accounting & finance.

Industry
HR & Recruiting
Company Size
51-200 employees
Headquarters
New York, NY
Year Founded
2021
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