Machine Learning Engineer

Contract Rate:  

CAD $70-85/hr

Join Us in Building the Future

At Architech, we don’t just ship software. We partner with North America’s leading brands to modernize legacy platforms, embed AI into real operations, and launch digital products that transform business outcomes. Our engineers and designers harness cloud-native tools, autonomous agents, data-driven insights, and GenAI to drive measurable impact - replatforming systems in the cloud, optimizing customer journeys, or accelerating AI adoption across the enterprise. You’ll work at the intersection of strategy and execution, solving complex problems alongside smart, curious teammates across Canada and Poland. Backed by 20+ years of experience, a drive for excellence, and a culture rooted in growth and collaboration, this is where you thrive if you’re looking to deliver meaningful, high-stakes software solutions.

We’re Building a More Inclusive Tech Industry

We believe diversity leads to better outcomes. Nearly half of our team was born outside of Canada, and we speak 19+ languages. We’re 31% women, 57% BIPOC, and 14% LGBTQIA+. We’ve doubled the number of women in tech roles in the past year, and maintain a 0% gender pay gap across our delivery and technology teams. Inclusion here isn’t a buzzword, it’s backed by data, policy, and accountability.

How We Work Together

• We’re a close-knit, collaborative group who care about doing excellent work, and doing it with integrity. Our values shape how we show up every day:


• Think Big – Dream it, plan it, ship it


• Be Open & Collaborate – Diverse minds build better solutions


• Never Fail a Client – Own the outcome


• Grow Our People – Feedback, learning, leadership


• Do the Right Thing – Even when it’s hard


• Embrace Change – Adapt fast, stay curious

Our people say it best: “Employees of different backgrounds interact well within our company” - and 97% agree. Another 96% say “Architech respects individuals and values their differences.” We support continuous growth with learning budgets, internal bootcamps, certification bonuses, summit days, and more. It’s not just work - it’s a place to grow, lead, and build things that matter. And this is just the beginning.

Job Description:

Lead the development and optimization of churn prediction models to identify customers at risk of leaving. Responsibilities include building scalable machine learning models, designing feature engineering pipelines, monitoring performance, and collaborating with business teams to translate insights into retention strategies.

Key Skills

• Experience with Customer Churn Predictions


• Proficiency in Python/R, SQL, DataBricks and data manipulation libraries.


• Experience with machine learning frameworks (Scikit-learn, TensorFlow, PyTorch).


• Strong background in feature engineering and large-scale data processing.


• Knowledge of statistical modelling and predictive analytics.


• Familiarity with cloud platforms (Azure, AWS, GCP) and big data tools (Spark, Databricks).


• Excellent communication for technical and non-technical audiences.

Architech is an equal opportunity employer committed to diversity. Should you require any accommodation prior to or during the interview process, please indicate this during the interview process. We strongly encourage applications from racialized people, people with disabilities, people from gender and sexually diverse communities and/or people with intersectional identities.