Augmodo Software Engineer to own the logic behind Augmodo's Spatial Data Ingestion & Conflation Engine. Build pipelines that transform raw, complex data into high-fidelity insights for customers.
Responsibilities
Build Staged Pipelines: Design and maintain versioned data pipelines that handle the ingestion and conflation of complex retail data (e.g., matching computer vision detections to master product catalogs).
High-Fidelity Output: Ensure that data outputs surfaced to consumer-facing dashboards meet a high quality bar for accuracy and reliability.
Hybrid AI Strategy: Implement a "right tool for the job" approach—building robust rules-based normalization and RegEx logic for bounded tasks, while strategically integrating LLMs to solve high-complexity data matching and entity resolution.
Scale & Cost Management: Architect solutions that are mindful of the massive scale of retail environments, ensuring AI integrations are cost-effective and performant.
Versioned Data Evolution: Manage the lifecycle of data schema and pipeline logic to allow for rapid iteration without breaking downstream consumer insights.
Qualification
The "Data Plumber" MindsetEntity Resolution & ConflationPragmatic AI ExperienceEngineering RigorPhysical Product DomainSpatial DataThe salary range for this role is $150
Required
The "Data Plumber" Mindset: Extensive experience building reliable, staged pipelines for complex ingestion tasks.
Entity Resolution & Conflation: You have experience merging disparate, messy data sources into a unified "Golden Record."
Pragmatic AI Experience: You are comfortable with LLMs and prompt engineering but remain skeptical enough to know when a simple regex or bounded heuristic is the better engineering choice.
Engineering Rigor: You believe in versioning everything—from your code to your data schemas.
Preferred
Physical Product Domain: Experience in retail, logistics, or supply chain (handling SKUs, UPCs, and physical inventory data).
Spatial Data: Experience working with data that has a physical or geographic component (GIS, LIDAR, or Computer Vision metadata).
Augmodo offers benefits inclusive of medical, dental, vision and 401k
The salary range for this role is $150,000 - 200,000 USD +equity
Augmodo is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, veteran, or disability status.
