Job description

Who We Are & Why Join Us Avathon is the leading Industrial AI autonomy platform, helping customers across heavy industries -- energy, mining, manufacturing, aerospace, defense, and logistics -- accelerate the journey toward autonomous operations. Our platform is built on a Computational Knowledge Graph foundation that contextualizes and connects operational data across siloed systems, bringing together time series, structured, unstructured, and machine vision data to power AI-driven applications in asset performance management, supply chain intelligence, visual AI, and global trade management. With capabilities spanning digital twins, normal behavior modeling, natural language processing, and computer vision, Avathon delivers real-time predictive intelligence and agentic decision-making at industrial scale. Cutting-Edge AI Innovation -- Join a team at the forefront of AI, developing groundbreaking solutions that shape the future. High-Growth Environment -- Thrive in a fast-scaling startup where agility, collaboration, and rapid professional growth are the norm. Meaningful Impact -- Work on AI-driven projects that drive real change across industries and improve lives. Learn more at: avathon.com We are looking for a Product Manager to lead our integrated demand planning module and the downstream planning workflows it feeds -- demand-supply matching, inventory positioning, and asset rebalancing. You will own the product from consensus demand through executable supply decisions, partnering with engineering, data science, and customers to define and deliver the planning experience. You Will Own the demand planning module -- statistical forecasting, ML-based demand sensing, and collaborative demand review workflows Define requirements for demand segmentation, forecast value-add (FVA) tracking, and bias/accuracy analytics Drive integration between demand signals (customer contracts, project forecasts, production schedules, commodity indices, macro-economic indicators) and the planning engine Own demand-supply matching -- how the consensus demand plan flows into supply allocation, inventory positioning, and asset rebalancing decisions Define product requirements for inventory repositioning workflows -- where to hold stock, when to rebalance across locations, and how to surface trade-offs to planners Design the collaborative planning experience -- structured workflows for demand analysts, supply planners, sales teams, and S&OP leaders to review, override, and approve plans with auditability Shape the vision for agentic planning -- we are building AI agents (like our manufacturing planner agent) that autonomously generate forecasts, flag exceptions, and recommend supply actions; you will define how planners interact with, supervise, and override these agents Partner with data science to translate ML model outputs into planning recommendations that are understandable and actionable in the product Gather feedback from planners and S&OP leaders, validate hypotheses, and iterate based on real planning cycles You'll Have 5+ years of product management experience, with meaningful exposure to supply chain planning software (demand planning, S&OP, inventory, or supply planning) Depth in demand planning -- you understand how statistical and ML-based forecasting methods work, what forecast accuracy metrics mean, and how demand plans flow into supply decisions Breadth across supply chain planning -- you've worked across enough of the plan-to-fulfill chain (demand-supply matching, inventory optimization, S&OP) to connect the pieces Experience with at least one planning platform (SAP IBP, Kinaxis, o9, Blue Yonder, Oracle, or similar) Ability to write clear product requirements for data-heavy features -- pipelines, model integration, analytics Strong communication skills; comfortable translating between data science teams and business planners Bachelor's degree in a quantitative or technical field; MBA is a plus Preferred Qualifications Experience building products that incorporate ML/AI or agentic workflows into planning processes Exposure to B2B demand signal integration -- contract-based demand, project pipelines, or IoT/sensor-based consumption signals Experience with inventory positioning, network optimization, or allocation planning Experience in mining, manufacturing, energy, aerospace, or other industrial B2B environments Familiarity with computational knowledge graphs or decision intelligence platforms Startup or high-growth SaaS experience Benefits & Perks What are the benefits and perks at Avathon? Below are some highlights we offer to our U.S. full-time employees -- we'd love to connect and share more! Evolving culture with the opportunity to drive new ideas and technology Stock Option Grants Medical Coverage and Parental Leave Plans 401k with Employer Match Monthly Technology Allowance Newly renovated office space located near Pleasanton, CA -- including fully stocked beverage and snack areas Contract and temporary roles are not eligible for the above benefits. Compensation Pay Range: $140k - $180k salary annually. Pay for this position is based on a number of factors including geographic location and may vary depending on job-related knowledge, skills, and experience. Location: This role is not remote. Candidates must be based in the Bay Area, CA and are expected to report to our Pleasanton office 5 days a week. Avathon is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, pregnancy, genetic information, disability, status as a protected veteran, or any other protected category under applicable federal, state, and local laws. Avathon is committed to providing reasonable accommodations throughout the recruiting process. If you need a reasonable accommodation, please contact us to discuss how we can assist you.

Requirements

Must-haves

Who We Are & Why Join Us
Learn more at: avathon.com
Own the demand planning module -- statistical forecasting, ML-based demand sensing, and collaborative demand review workflows
Define requirements for demand segmentation, forecast value-add (FVA) tracking, and bias/accuracy analytics
Drive integration between demand signals (customer contracts, project forecasts, production schedules, commodity indices, macro-economic indicators) and the planning engine
Own demand-supply matching -- how the consensus demand plan flows into supply allocation, inventory positioning, and asset rebalancing decisions
Define product requirements for inventory repositioning workflows -- where to hold stock, when to rebalance across locations, and how to surface trade-offs to planners
Design the collaborative planning experience -- structured workflows for demand analysts, supply planners, sales teams, and S&OP leaders to review, override, and approve plans with auditability
Partner with data science to translate ML model outputs into planning recommendations that are understandable and actionable in the product
Gather feedback from planners and S&OP leaders, validate hypotheses, and iterate based on real planning cycles
5+ years of product management experience, with meaningful exposure to supply chain planning software (demand planning, S&OP, inventory, or supply planning)
Depth in demand planning -- you understand how statistical and ML-based forecasting methods work, what forecast accuracy metrics mean, and how demand plans flow into supply decisions

Nice-to-haves

Bachelor's degree in a quantitative or technical field; MBA is a plus
Experience building products that incorporate ML/AI or agentic workflows into planning processes
Exposure to B2B demand signal integration -- contract-based demand, project pipelines, or IoT/sensor-based consumption signals
Experience with inventory positioning, network optimization, or allocation planning
Experience in mining, manufacturing, energy, aerospace, or other industrial B2B environments
Familiarity with computational knowledge graphs or decision intelligence platforms
Startup or high-growth SaaS experience
Benefits & Perks
What are the benefits and perks at Avathon? Below are some highlights we offer to our U.S. full-time employees -- we'd love to connect and share more!
Evolving culture with the opportunity to drive new ideas and technology
Stock Option Grants
Monthly Technology Allowance

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

aiml

Platform: greenhouse
Effort: quick

Benefits

Benefits detected in the listing.

Vision

401k

Parental Leave