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Nesto Cloud

Mortgage technology and operations

Director of AI Delivery

Program ManagementUpdated on Nov 14
Full-time

About the Job

Requirements

  • Experience delivering client-facing work as an engagement manager, director of delivery, or director of implementation.
  • Experience leading senior delivery teams at client sites and facilitating working sessions with executive vice presidents.
  • Experience personally leading client AI implementations from requirements through production.
  • Sufficient familiarity with machine-learning and AI project delivery to chair evaluation reviews, challenge precision-versus-recall trade-offs, and translate model evidence into language a risk committee can act on.
  • Ability to define written exit criteria, produce supporting deliverables, and document decisions.

Responsibilities

  • Lead delivery of Maestro by defining a clear approach amid uncertainty and building trust with client executives.
  • Own the plan and stage exits for all underwriting agents, deciding whether each of the nine stages can advance based on written validation evidence: scoping, process mapping, golden sets, configuration, evaluation, model governance, shadow mode, change management, and progressive production decision-making.
  • Lead the senior delivery team day to day, guide AI delivery managers in collecting requirements for each agent, collaborate with the assigned project manager and delivery and technology colleagues, facilitate daily meetings and working sessions, and build and defend the steering narrative, with the client sponsor retaining final authority over that narrative.
  • Chair the weekly review of agent performance evidence and translate it into development and optimization priorities for engineering; review the evidence produced by data scientists rather than producing it directly.
  • Lead the relationship with the client’s model risk team, validate validation packages for each conditions family, and obtain risk and governance approvals for shadow mode and production.
  • Manage the shadow-mode program, arbitrate discrepancies, revalidate when drift occurs, and present unrealized value to client executives monthly.
  • Co-lead readiness approval with the client and ensure the pilot group is trained and using the new workflow.
  • Write and continuously document the reusable deployment playbook that takes AI agents from client requirements through testing and client approval into production.
  • Protect scope by submitting client change requests to the configuration log and statement-of-work change process rather than absorbing them without documentation.

Desired Qualifications

  • Experience implementing AI for banks or other regulated organizations, including model risk validation.
  • Experience implementing the employer’s own product at a client.
  • Knowledge of mortgages or consumer credit, or experience with progressive production deployments of decision systems.
  • Ability to build a deployment playbook while executing it in a fast-growing scale-up.

About the Company

Nesto Cloud

Mortgage technology and operations

Nesto Cloud is a cloud-native mortgage technology company. It provides software, automation, analytics, and managed operational support for mortgage origination and related lending workflows. The company serves banks, credit unions, lenders, and financial institutions modernizing how mortgages are offered and processed. Its model combines configurable technology with product implementation, data, underwriting or fulfillment support, compliance, client success, and mortgage operations. Work spans software engineering, product, data, implementation, mortgage operations, compliance, sales, and client service.

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