What you will do:
Reporting to the Senior Manager Data Science & Insights as a Machine Learning Engineer you will play a key role in transforming advanced machine learning models into scalable production-ready solutions that delivery measurable business impact across Cineplexs diverse operations. You will collaborate closely with data scientists and engineers to bridge the gap between experimentation and deployment ensuring models are robust efficient and seamlessly integrated into production this role you will champion best-in-class software development practices and establish a mature Machine Learning Ops framework accelerating the delivery of analytics solutions and enabling the team to operate with speed reliability and impact.
Responsibilities
Convert Machine Learning models into fully functional user-ready products that integrate seamlessly with business processes.
Deploy and maintain models in scalable production environments delivering high-quality reusable and well-documented code.
Optimize Machine Learning models and code developed by Data Scientists for performance reliability and scalability ensuring solutions meet business needs.
Monitor and maintain production models and associated workflows ensuring proper execution scheduling and operational health.
Automate common machine learning tasks and workflows to improve efficiency and reduce manual effort.
Drive continuous performance optimization of Machine Learning solutions implementing enhancements that maximize efficiency scalability and reliability
Collaborate closely with Data Scientists to design build and enhance Machine Learning solutions providing technical guidance throughout the lifecycle.
Qualifications
Experience operationalizing machine learning models into production environments.
Hands-on experience in machine learning with strong mathematical and statistical foundations proficiency in Python R and Apache Spark and expertise in scalable distributed systems.
Experience with Databricks or similar cloud-based platforms for building and deploying Machine Learning solutions.
Technical proficiency using TensorFlow and PyTorch
Machine Learning Ops expertise including CI/CD model versioning and monitoring
Databricks Machine Learning certifications is preferred
Inclusion & Diversity
Cineplex its subsidiaries and affiliates are equal opportunity employers with a commitment to hiring and retaining a diverseworkforce. We encourageand welcomeapplications from all intersectional walks of collective sum of our individual differences experiences knowledge innovation self-expression uniquecapabilitiesand talent represents a significant part of our culture. By valuing a diverse workforceweenforce hiring practices that are fair and equitable.
Accessibility
We are committed to improving access and opportunities for all individuals including those with disabilities by identifying and removing barriers that may prevent inhibit or restrict their access to employment opportunities. If you require accommodation at any stage of our hiring process (application interviews assessments and placement) please contact us at or via email at .
Use of AI
We use AI-assisted tools to help us review applications and support parts of the recruitment process. However every application is reviewed by our HR team and all hiring decisions are made by our people not by AI.
This position is a current vacancy and is being actively recruited to fill an existing role within the organization.
While we appreciate all interest only those candidates selected for an interview will be contacted.
Wage ($):
$85000 - $105000CAD
Required Experience:
IC
What you will do:Reporting to the Senior Manager Data Science & Insights as a Machine Learning Engineer you will play a key role in transforming advanced machine learning models into scalable production-ready solutions that delivery measurable business impact across Cineplexs diverse operations. You...
What you will do:
Reporting to the Senior Manager Data Science & Insights as a Machine Learning Engineer you will play a key role in transforming advanced machine learning models into scalable production-ready solutions that delivery measurable business impact across Cineplexs diverse operations. You will collaborate closely with data scientists and engineers to bridge the gap between experimentation and deployment ensuring models are robust efficient and seamlessly integrated into production this role you will champion best-in-class software development practices and establish a mature Machine Learning Ops framework accelerating the delivery of analytics solutions and enabling the team to operate with speed reliability and impact.
Responsibilities
Convert Machine Learning models into fully functional user-ready products that integrate seamlessly with business processes.
Deploy and maintain models in scalable production environments delivering high-quality reusable and well-documented code.
Optimize Machine Learning models and code developed by Data Scientists for performance reliability and scalability ensuring solutions meet business needs.
Monitor and maintain production models and associated workflows ensuring proper execution scheduling and operational health.
Automate common machine learning tasks and workflows to improve efficiency and reduce manual effort.
Drive continuous performance optimization of Machine Learning solutions implementing enhancements that maximize efficiency scalability and reliability
Collaborate closely with Data Scientists to design build and enhance Machine Learning solutions providing technical guidance throughout the lifecycle.
Qualifications
Experience operationalizing machine learning models into production environments.
Hands-on experience in machine learning with strong mathematical and statistical foundations proficiency in Python R and Apache Spark and expertise in scalable distributed systems.
Experience with Databricks or similar cloud-based platforms for building and deploying Machine Learning solutions.
Technical proficiency using TensorFlow and PyTorch
Machine Learning Ops expertise including CI/CD model versioning and monitoring
Databricks Machine Learning certifications is preferred
Inclusion & Diversity
Cineplex its subsidiaries and affiliates are equal opportunity employers with a commitment to hiring and retaining a diverseworkforce. We encourageand welcomeapplications from all intersectional walks of collective sum of our individual differences experiences knowledge innovation self-expression uniquecapabilitiesand talent represents a significant part of our culture. By valuing a diverse workforceweenforce hiring practices that are fair and equitable.
Accessibility
We are committed to improving access and opportunities for all individuals including those with disabilities by identifying and removing barriers that may prevent inhibit or restrict their access to employment opportunities. If you require accommodation at any stage of our hiring process (application interviews assessments and placement) please contact us at or via email at .
Use of AI
We use AI-assisted tools to help us review applications and support parts of the recruitment process. However every application is reviewed by our HR team and all hiring decisions are made by our people not by AI.
This position is a current vacancy and is being actively recruited to fill an existing role within the organization.
While we appreciate all interest only those candidates selected for an interview will be contacted.
Wage ($):
$85000 - $105000CAD
Required Experience:
IC
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