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Ample Insight Tech Stack

Data science and ML consulting for production-scale systems

Data Infrastructure and Analytics Toronto, Ontario 11–50 employees Founded 2018 Privately Held

Ample Insight is a Toronto-based data science and ML consulting shop built around Python, PyTorch, TensorFlow, and scikit-learn. The small team (11–50 people) is actively hiring engineers and data roles while running parallel sales motion — specifically building outbound sequences and refining ICPs. Their pain points (scaling ML in production, SaaS scaling, new business channels) map directly to the consulting playbook: they're solving hard infrastructure problems for clients while scaling their own go-to-market.

Tech Stack 21 technologies

Core StackPandas NumPy scikit-learn PyTorch Docker FastAPI Python TensorFlow React Node.js TypeScript XGBoost Git SQL Bash R

What Ample Insight Is Building

◆Challenges

Scaling machine learning models in production
Scaling challenges for saas products
Building new business channels
Refining icp and messaging

▲Active Projects

Outbound sequences for senior decision-makers
Refining icp and messaging
Automating prospecting with clay and sales nav

Hiring Activity

Accelerating5 roles · 3 in 30d

Department

Engineering

3

Data

1

Sales

1

Seniority

Mid

4

Senior

1

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About Ample Insight

Ample Insight provides data science, machine learning, and data engineering consulting to mid-market and enterprise companies. The team specializes in production ML systems, analytics infrastructure, and computer vision projects. Built in 2018, the company operates from Toronto and works with clients primarily across North America. Their service offering spans from MVP development to full-scale data governance and infrastructure design, with an emphasis on solving complex engineering problems in real-world production environments.

HeadquartersToronto, Ontario

Company Size11–50 employees

Founded2018

Hiring MarketsCanada