Applied AI Lead

Luminary

$120K — $150K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years in AI implementation, specifically prompt engineering and orchestration.
  • Proven ability to engage with customers and interpret their workflow requirements.
  • Strong technical skills in AI development, including LLM APIs and agent workflows.
  • Familiarity with AI quality measurement frameworks and processes.
  • Excellent communication skills for both technical and non-technical audiences.
  • A mindset focused on product scalability from individual customer needs.
  • Knowledge of financial services, particularly in trust and estate planning.
  • Demonstrated strong writing abilities for polished, client-facing AI outputs.

Responsibilities

  • Own end-to-end implementation of Luminary AI tailored to customer workflows.
  • Design firm-specific AI outputs based on client standards and preferences.
  • Create and manage reusable prompt libraries and implementation templates.
  • Collaborate with customers to improve AI quality and workflow efficiency.
  • Develop and maintain a robust AI quality evaluation system.
  • Partner with Product and Engineering to enhance platform capabilities based on customer insights.
  • Support sales by showcasing AI customization value and aiding prospect involvement.
  • Lead post-sale configuration, experimentation, and optimization efforts.

Benefits

  • 100% health insurance coverage for employees, with 50% for dependents.
  • Monthly wellness stipend to promote employee well-being.
  • 20 days of PTO each year, in addition to holidays.
  • Office located in NYC near Bryant Park for a central work environment.
  • 401(k) retirement plan to help save for the future.
  • Generous parental leave policy for new parents.
Full Job Description
The Opportunity

The Applied AI Lead sits at the center of how our customers experience AI. This is a highly cross-functional role spanning product, engineering, sales, and customer success, focused on ensuring our AI capabilities deliver meaningful value in the context of each firm's unique workflows and decision-making processes. Rather than building generic AI experiences, you'll work directly with customers to understand how they practice, translate those insights into tailored AI implementations, and continuously improve output quality through evaluation and iteration. You'll partner with prospects during the sales process, own firm-specific implementations after the sale, and help define the best practices that shape how AI is adopted across our customer base.

What you'll do
  • Own the end-to-end implementation of Luminary AI for each customer through prompt engineering and orchestration, translating how a firm practices into AI experiences that feel purpose-built for their workflows
  • Design and configure firm-specific AI outputs (e.g. document summaries, client memos, trust recommendations, insights, and other AI-powered workflows) to reflect each firm's preferences and standards
  • Define and own owning reusable prompt libraries, configuration templates, and implementation patterns.
  • Partner with customers to understand how they make trust and estate planning decisions, uncovering opportunities to improve AI quality, adoption, and workflow efficiency
  • Build and own the AI quality system, including evaluation datasets, automated evals, success metrics, and continuous monitoring to ensure outputs improve over time
  • Partner with Product and Engineering to turn customer learnings into reusable platform capabilities rather than one-off customizations
  • Support the sales process by demonstrating AI capabilities, communicating the value of firm-specific customization, and helping prospects envision how AI will fit into their practice
  • Lead post-sale implementation and iteration, serving as the primary owner of AI configuration, experimentation, and ongoing optimization
  • Develop implementation playbooks and best practices that scale AI adoption across our customer base


Qualities we'd be excited to see in an applicant:
  • Experience with prompt engineering and orchestration, with a strong intuition for what makes AI genuinely useful in production
  • Comfort working directly with customers, asking thoughtful questions, and translating ambiguous workflow needs into concrete product or implementation decisions
  • Strong technical fluency, including experience writing prompts, building evals, working with LLM APIs, tool calling, agent workflows, or other modern AI development patterns
  • Experience measuring AI quality through evaluation frameworks, benchmarks, or other systematic approaches-not just intuition
  • Ability to communicate technical concepts clearly to both executives and practitioners, with experience supporting enterprise sales cycles or customer implementations
  • A product mindset-you naturally identify patterns across customers and think about how individual requests should evolve into scalable product capabilities
  • Financial services literacy and a genuine curiosity to go deep into the domain of wealth transfer and trust & estate planning
  • Excellent written communication skills, with an eye for producing polished, client-facing AI outputs
  • A builder's mentality-you enjoy experimenting, iterating quickly, and continuously improving both the product and the process


Why you'll love working here...
  • You'll have a rare opportunity to work alongside our CPO, CEO and CTO and learn from industry and tech leaders with decades of experience who have built and run multiple billion dollar+ companies
  • You'll be a part of a small and nimble team where your work has measurable impact to the business's success
  • You're excited to assume a critical role in building foundational product that will define the future of our business
  • You enjoy a fast-paced environment where we're constantly shipping new product, and learning from customers and prospects

Benefits we offer
  • 100% employee health insurance coverage (plus 50% dependent coverage)
  • Monthly wellness stipend
  • 20 days per year of PTO, plus holidays
  • NYC office near Bryant Park
  • 401(k) plan
  • Parental leave policy

Compensation
  • Compensation will depend upon many factors, including relevant experience. The salary range for this role is $120k-$150k, plus meaningful equity.
  • At this time, Luminary is unable to sponsor employment visas or provide immigration support.

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