Tech Stack

Description

You will own Alt's pricing and valuation engine (Alt Value), working at the intersection of machine learning, pricing systems, financial modeling, and human-in-the-loop operations. This role is critical to improving model accuracy, expanding pricing coverage, and building the ML foundation to scale into new asset categories.

Requirements

• 5–8+ years of PM experience in ML platforms, pricing systems, risk/decisioning, or marketplace dynamics
• Deeply technical — comfortable with modeling approaches (random forest, tree-based models), feature engineering, accuracy metrics, and data schema design
• Experienced partnering with data science and engineering on model architecture, inputs, constraints, and performance
• Strong intuition for pricing systems, valuation mechanics, or financial modeling
• Able to go deep into data pipelines and system constraints while driving clear, simple roadmaps
• Thrive in ambiguity, move quickly, and take full ownership of outcomes

Responsibilities

• Own the ML pricing engine (Alt Value) and expand coverage into new categories/SKUs
• Improve accuracy and consistency of valuations, especially for high-end assets
• Shape modeling strategy with data science (e.g., random forest, ensemble approaches)
• Define model inputs, features, constraints, and evaluation metrics
• Build tools and dashboards for accuracy, drift monitoring, and performance
• Redesign human-in-the-loop pricing workflows to reduce turnaround from days to hours
• Improve labeling quality, routing, prioritization, and feedback loops
• Define roadmap for new data sources, attributes, comps, and metadata
• Partner with Data team to ensure pipelines meet model and pricing needs
• Build the quarterly roadmap for pricing, ML, and HITL systems
• Drive alignment across Engineering, Data, Marketplace Ops, and CX