Senior Product Manager, AI Platform

Loop

$183K — $205K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4+ years in product management, with at least 2 years on a developer platform, internal tooling, data platform, or AI/ML platform.
  • Bachelor of Science in a STEM field; Master’s preferred.
  • Proven experience building shared services, APIs, and component libraries.
  • Strong understanding of AI and ML systems in production, with hands-on experience shipping them.
  • Ability to translate complex technologies into user-friendly tooling without the need for extensive training.
  • Proficient in developing and communicating product vision to technical and executive stakeholders.
  • Experience with evaluation or observability tools for AI systems is a plus.

Responsibilities

  • Establish and drive the product roadmap for Loop's platform to improve team efficiency.
  • Drive the agent runtime as a product, optimizing tools and orchestration for new agent assembly.
  • Define protocols for agent autonomy, including guardrails and evaluation processes.
  • Collaborate with engineering to create scalable solutions and assess cross-industry technologies.
  • Set and monitor key performance indicators for platform utilization and efficiency gains.
  • Work alongside AI Operations and Solutions teams to implement validated workflows into the product.

Benefits

  • Health, dental, and vision insurance.
  • 401(k) match.
  • Paid time off and paid holidays.
  • Parental leave.
  • Potential annual performance bonus and equity options.
Full Job Description
About the Role

Loop turns unstructured logistics documents into structured, audited, payable data. Our platform is the layer that makes that possible, spanning the agent runtime and the frameworks that produce and validate structured data at scale, the shared services and abstractions our application teams build on, and the tooling used to develop, evaluate, and operate all of it.

As Senior Product Manager for AI Platform, you will drive that layer end to end. Your primary customers are internal, and they are the product engineering teams, AI Operations analysts, solutions engineers, and implementation managers who build on the platform. Your job is to give them reusable capability instead of repeated work, so that a problem solved once at the platform layer is not solved again in three products. You will spend your time with those builders, in the tooling, and in the data rather than in the sales cycle, and you will be measured on how much they ship and how quickly.

You will partner closely with AI Platform engineering leadership and report to the Chief Product Officer.

This is an in-person role based in San Francisco, with the expectation of being in the office 4+ days per week.

What You'll Do

  • Establish and drive the product roadmap for Loop's platform, setting the priorities that let application teams and operations move faster.
  • Drive the agent runtime as a product: the tools, context, and memory agents operate with, and the orchestration primitives that let a new agent be assembled from existing capability rather than built from scratch.
  • Define how agents earn autonomy, including the guardrails, approval points, and escalation paths that determine what an agent does unsupervised and what requires a person. Define how automation is evaluated before and after release.
  • Partner with engineering to design solutions that scale, and evaluate cross-industry agentic technology to decide what Loop adopts, extends, or builds.
  • Establish and maintain the platform KPIs, including adoption of shared capability, automation rate, time from new use case to production, and gross margin expansion. Justify roadmap investment using quantitative and qualitative evidence, and make explicit trade-offs across capability, cost, and latency.
  • Partner with AI Operations, Solutions, and Implementation to move validated workflows into product and to sequence platform investment against the enterprise deployments in flight.

About You

  • 4+ years in product management, including at least two on a developer platform, internal tooling, data platform, or AI/ML platform.
  • Bachelor of Science in a STEM field; Master of Science (or equivalent) preferred.
  • Experience building shared services, APIs, or component libraries that other engineering teams depend on, with the judgment to know when a pattern is worth abstracting and when it is not.
  • Strong understanding of AI and ML systems in production, including how agentic systems are designed, evaluated, and operated. You have shipped them yourself and can reason about why one failed rather than only that it did.
  • Experience making internal users your primary customer, and translating complex technical capability into tooling a non-technical operator can use without training.
  • Ability to develop and communicate product vision and strategy to both engineering and executive audiences, and comfort operating in an ambiguous, fast-moving domain. Prior logistics experience is welcome but not required.
  • Plus if you have built evaluation or observability tooling for AI systems and delivered AI / data software to large enterprises.

Compensation and Benefits
The base pay range for this role is $183,000 to $205,000 annually. This range reflects the base pay that Loop reasonably expects to pay for the position at the time of hire. Actual compensation will depend on job-related factors, including experience, skills, qualifications, location, and business needs.

In addition to base salary, this role may be eligible for an annual performance bonus and equity. This role is also eligible for Loop's benefits, including health, dental, and vision insurance, 401(k) match, paid time off, paid holidays, and parental leave.

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