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Senior Product Manager, Machine Learning

San Francisco, California, United States

Pay
$190,000–240,000/year · Base — pay source
Collaborative, Fun, and Tech-Forward office in Hayes Valley, San Francisco, CA Compensation Range: The annual base salary range for this position is $190,000 - $240,000*. Compensation will vary based on factors including skill level, proficiencies, transferable knowledge, and experience. In addition to base salary, Baton's full-time employees are eligible for an annual performance bonus. Why You Should Join
Read the full posting
Work setup
Unconfirmed
Employment
Full-time — employment source
Basic Job Details Job Type: Full Time Work Model: Hybrid Remote Days: Monday & Friday Office Days: Tuesday, Wednesday, Thursday Job Description
Read the full posting
Apply at Baton (A Ryder Technology Lab)

What you’ll work on

Full posting
  • Lead the full product development life cycle, from need-finding to product vision and execution

  • Own product strategy and roadmap prioritization for the ML Pod's portfolio of models and AI initiatives

  • Own the initiative to improve ETA prediction accuracy and other model metrics

From the employer’s posting
Responsibilities Lead the full product development life cycle, from need-finding to product vision and execution Own product strategy and roadmap prioritization for the ML Pod's portfolio of models and AI initiatives
Lead the full product development life cycle, from need-finding to product vision and execution Own product strategy and roadmap prioritization for the ML Pod's portfolio of models and AI initiatives Own the initiative to improve ETA prediction accuracy and other model metrics
Own product strategy and roadmap prioritization for the ML Pod's portfolio of models and AI initiatives Own the initiative to improve ETA prediction accuracy and other model metrics Identify and address technological constraints that limit the growth of the business unit

What you’ll bring

All qualifications

Core experience

  • Experience owning product strategy and roadmap for a technically complex or ML/AI-driven product
  • Experience taking an initiative through its full lifecycle: from PoC to production and monitoring/maintenance
  • Experience building 0→1 products and delivering exceptional user experiences or business outcomes
  • Experience working with cross-functional and technical stakeholders across the organization
  • Ability to execute with minimal guidance

Preferred experience

  • 4+ years experience in product management
  • Experience in a B2B SaaS environment, ideally within freight, logistics, manufacturing, or another operationally complex industry
  • Experience partnering with MLOps or ML infrastructure teams
Qualification wording
Experience owning product strategy and roadmap for a technically complex or ML/AI-driven product
Experience taking an initiative through its full lifecycle: from PoC to production and monitoring/maintenance
Experience building 0→1 products and delivering exceptional user experiences or business outcomes
Experience working with cross-functional and technical stakeholders across the organization
Ability to execute with minimal guidance
4+ years experience in product management
Experience in a B2B SaaS environment, ideally within freight, logistics, manufacturing, or another operationally complex industry
Experience partnering with MLOps or ML infrastructure teams

About Baton (A Ryder Technology Lab)

Baton is Ryder’s in-house product development group focused on harnessing emerging technologies to redefine transportation and logistics.

In the employer’s words · Read in context

Job description

View original posting ↗

Who We Are

Baton is Ryder’s in-house product development group focused on harnessing emerging technologies to redefine transportation and logistics. With $10B in freight under management, our technology reaches every part of the U.S. economy.

We design and ship category-defining software that enables Ryder and its 50,000+ customers—including some of the world’s most well-known brands—to plan and execute freight intelligently, efficiently, and cost-effectively. Our work includes everything from customer-facing software to the data platform that will power the next era of innovation at Ryder.

Baton’s mission: enable supply chain on autopilot.

Ryder acquired Baton in 2022 to power its next wave of digital products. We operate at startup speed, with Fortune 500 reach. If you have a passion for solving complex problems and creating impact for the engine of the American economy, you’ll love it here.

Role Senior Product Manager, Machine Learning

Location Hayes Valley, San Francisco, CA

Basic Job Details

Job Type: Full Time
Work Model: Hybrid
Remote Days: Monday & Friday
Office Days: Tuesday, Wednesday, Thursday

Job Description

We’re looking for a visionary Senior Product Manager to own the product strategy for Baton's Machine Learning pod. Baton's ML infrastructure and model portfolio are maturing fast — from planning and scheduling optimization models to ETA prediction to Generative AI models — and this role exists to make sure that investment converts into measurable, durable value for Ryder and its customers. This role is crucial as we expand our long-term roadmap to build the next-generation freight technology platform.

As an early product manager at Baton, you’ll have an opportunity to make a huge impact through owning numerous mission-critical product initiatives. You'll own the 0->1 definition and prioritization of AI-driven product initiatives, partner closely with ML/infrastructure engineers and data scientists, and drive the transition of pilots and PoCs into production. We're looking for someone scrappy, technically fluent, and driven to turn ML capability into shipped products.

Responsibilities

  • Lead the full product development life cycle, from need-finding to product vision and execution
  • Own product strategy and roadmap prioritization for the ML Pod's portfolio of models and AI initiatives
  • Own the initiative to improve ETA prediction accuracy and other model metrics
  • Identify and address technological constraints that limit the growth of the business unit
  • Develop proposals and research different strategies to define our short-term roadmap and long-term vision
  • Work with design to drive prototyping and early ideation of new product features and capabilities across various logistics workflows
  • Partner closely with ML/infrastructure engineers and data scientists to prioritize the backlog against business impact
  • Define the go-to-market and adoption plan for AI capabilities across Ryder's freight and customer-facing platforms
  • Navigate relationships to execute cross-department projects touching every inch of the organization
  • Keep a mind toward future AI/ML product opportunities to help shape Baton's technical and product vision for 1, 5, and 10 years down the line

Minimum Qualifications

  • Experience owning product strategy and roadmap for a technically complex or ML/AI-driven product
  • Experience building 0→1 products and delivering exceptional user experiences or business outcomes
  • A proven track record of shipping traditional ML or Generative AI products
  • Experience taking an initiative through its full lifecycle: from PoC to production and monitoring/maintenance
  • Sufficient fluency in ML/AI concepts to prioritize effectively and earn engineering trust (not a hands-on/technical PM requirement)
  • Can quickly grasp whether or not AI is needed to solve the problem, and if so, can quickly determine what type of AI could solve it (prescriptive = mathematical optimization vs. predictive = traditional ML vs. generative AI)
  • Experience working with cross-functional and technical stakeholders across the organization
  • Ability to execute with minimal guidance
  • Strong data-driven analytical skills to back up assumptions and recommendations

Preferred Qualifications

  • 6+ years experience
  • 4+ years experience in product management
  • Comfortable in ambiguous situations, dynamic environments, and an understanding what fast-growing startups entail for PMs
  • Experience in a B2B SaaS environment, ideally within freight, logistics, manufacturing, or another operationally complex industry
  • Experience partnering with MLOps or ML infrastructure teams

The Perks

  • Competitive Base Salary + Cash Bonus Structure
  • Annual Company Bonus + Long-Term Incentive Plan
  • 401k with Matching
  • Hybrid Work Schedule
  • Hyper-Stable, publicly traded Enterprise
  • Medical, Dental, and Vision Health Coverage
  • Employee Stock Purchase Program (15% discount to market value)
  • Collaborative, Fun, and Tech-Forward office in Hayes Valley, San Francisco, CA

Compensation Range: The annual base salary range for this position is $190,000 - $240,000*. Compensation will vary based on factors including skill level, proficiencies, transferable knowledge, and experience. In addition to base salary, Baton's full-time employees are eligible for an annual performance bonus.

Why You Should Join

  • Have an immediate impact:
    • With Ryder’s existing customer base of 50,000+ companies and an internal headcount of 43,000, the scale and impact of our products will be large and far-reaching, from day one.
  • Opportunity to grow and lead in a Fortune 500 company:
    • You’ll get to work in a rapidly growing, startup-like environment while having the stability and backing of Ryder and its full executive team.
  • Creative, fast-paced environment to solve impactful problems in Supply Chain:
    • We’re going to design completely new tools for an industry that hasn’t been rethought in decades. And to do this, we need people who think differently.

Your next step

  • Have your CV and examples of relevant work ready.
  • Check the listed location, eligibility and core experience before starting.

Complete your application on job-boards.greenhouse.io. The employer’s form will show what is required.

Already applied? Track this application

Source & posting history

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Pay
Collaborative, Fun, and Tech-Forward office in Hayes Valley, San Francisco, CA Compensation Range: The annual base salary range for this position is $190,000 - $240,000*. Compensation will vary based on factors including skill level, proficiencies, transferable knowledge, and experience. In addition to base salary, Baton's full-time employees are eligible for an annual performance bonus. Why You Should Join
Location & working pattern

San Francisco, California, United States

Basic Job Details Job Type: Full Time Work Model: Hybrid Remote Days: Monday & Friday Office Days: Tuesday, Wednesday, Thursday Job Description
More source context
- 401k with Matching - Hybrid Work Schedule - Hyper-Stable, publicly traded Enterprise
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Status in our records
Active
First seen by us
Aug 26, 2026
Recorded sightings
10
Last seen by us
Oct 7, 2026

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