Machine Learning Engineer

Canals, Inc.

Job Overview

Location

Bogota

Job Type

Full-time

Full Job Description

📋 Description

• Design, build, and maintain scalable machine learning models that improve and automate logistics processes for our customers.
• Own projects end-to-end, from problem definition and data exploration to model deployment and monitoring in production.
• Collaborate closely with engineering teams to align ML work with customer needs and deliver features that drive business value.
• Serve as a technical leader and mentor within the ML area, reviewing code and ensuring best practices for reproducibility, quality, and performance.
• Evaluate and implement tools and frameworks to improve our ML infrastructure and workflows.
• Help shape the future of Canals as we continue scaling with our customers.

🎯 Requirements

• Senior-level experience building and deploying machine learning models in production environments.
• Experience designing scalable data pipelines and working with large datasets.
• Comfort taking ownership of projects and ensuring models deliver real, measurable customer value.
• Strong Python skills with knowledge of ML frameworks (e.g., scikit-learn, PyTorch, TensorFlow) and data tools (e.g., Pandas, Spark).

🏖️ Benefits

• We're building software that solves real problems for an industry that keeps the world running.
• Our customers rely on our platform every day to operate their businesses.
• We've found strong product-market fit and continue to grow quickly, creating opportunities for people who want to have a meaningful impact on the trajectory of a company.
• We believe great people build great companies. That's why we invest heavily in hiring, development, and creating an environment where talented individuals can do the best work of their careers.
• You'll work alongside ambitious, thoughtful teammates who care deeply about what they do, challenge each other directly, and have a lot of fun along the way.
• We value ownership, transparency, and continuous improvement. Good ideas can come from anywhere, and people are trusted to make things happen.
• We're remote-first, flexible, and distributed across North and South America, bringing together talented people from a wide range of backgrounds and experiences.

Skills & Technologies

Python

TensorFlow

PyTorch

Pandas

Scikit-learn

Remote

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Canals, Inc.

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About Canals, Inc.

Canals is a software company that specializes in automating key workflow processes—such as sales order entry, invoice processing, and purchase-order/receipt reconciliation—specifically for wholesale distributors. Their platform uses AI to interpret customer emails, PDFs, spreadsheets, handwritten notes and other data formats, then converts them into quotes or orders or processes invoices automatically into the distributor’s ERP system.

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