Finance & Business Engineer

Toronto, ON, CANFull-time2026-10-16 → 2026-11-08

Core

Build the infrastructure to provide a live view of economics, data supply, and customer demand for an embodied AI company.

Role type

Senior IC Finance & Business Engineer (AI-native)

Builds

Finance data layer, supply data layer, demand data layer

Domain

Embodied AI, Data Infrastructure, Strategic Finance

Deliverable

production ML models

Required skills

quantitative thinking, systems thinking, LLMs and agents, software engineering, finance data modeling, unit economics analysis

Preferred skills

investment banking, private equity, management consulting, accounting

Technologies

LLMs, agents, data pipelines

Responsibilities

Build pipelines and agents to consolidate data from disparate sources for financials; Build infrastructure for data supply planning and vendor/hardware efficiency; Build systems to track customer commitments and forecast demand; Act as the source of truth for key metrics and strategic decisions

About Calder

Calder is solving the data bottleneck for embodied AI and world models. Today's AI models lack the real-world, 4D data needed to reason on spatial problems and operate in physical environments. We capture, process, and deliver high-fidelity human-generated spatial data at scale, providing the substrate that trains the next generation of generalizable models for manipulation, navigation, and interaction.