Machine Learning Engineer for Telecom Digital Churn Predictions project
About the role
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
Role Overview:
Lead the development and optimisation 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 accommodations 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.
About Architech
Architech is a Canadian cloud software development firm founded in 2004. We help our clients to modernize their enterprise systems and to innovate and scale cloud native applications. We leverage the latest cloud technology and top talent to help organizations succeed in today’s digital world.
Our dream team works across cities throughout Canada, Latin America, and Poland. We have over 100 certified technical experts in our Product, Design, Delivery, and Engineering disciplines.
Our goal is to Build a Better Future, and we work with like-minded clients who want to create digital solutions that matter. Our values drive our culture of success: Think Big, Be Open & Collaborate, Never Fail a Client, Grow Our People, Do the Right Thing, and Embrace Change.
Modernizing applications is challenging - and this is where we excel. We leverage cloud adoption accelerators to get you to market faster, with the full benefits of cloud-native including scalability, security, and resilience.
Machine Learning Engineer for Telecom Digital Churn Predictions project
About the role
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
Role Overview:
Lead the development and optimisation 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 accommodations 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.
About Architech
Architech is a Canadian cloud software development firm founded in 2004. We help our clients to modernize their enterprise systems and to innovate and scale cloud native applications. We leverage the latest cloud technology and top talent to help organizations succeed in today’s digital world.
Our dream team works across cities throughout Canada, Latin America, and Poland. We have over 100 certified technical experts in our Product, Design, Delivery, and Engineering disciplines.
Our goal is to Build a Better Future, and we work with like-minded clients who want to create digital solutions that matter. Our values drive our culture of success: Think Big, Be Open & Collaborate, Never Fail a Client, Grow Our People, Do the Right Thing, and Embrace Change.
Modernizing applications is challenging - and this is where we excel. We leverage cloud adoption accelerators to get you to market faster, with the full benefits of cloud-native including scalability, security, and resilience.