AI/ML Engineer — End-to-End Model Dev & Deployment

Cynet systems Inc; Remote; CAD 100,000 - 130,000; Full time

Job summary

A leading tech company in Canada is seeking a machine learning expert with over 5 years of hands-on experience. The candidate will design, train, and validate models to enhance process stability in concrete batching operations. Applicants must be proficient in Python and familiar with ML pipelines and various cloud services, particularly Azure and AWS. Responsibilities include leading data exploration, feature engineering, and model deployment. This position is critical for continuous performance improvement in machine learning applications.

Qualifications

• 5+ years of hands-on experience in applied machine learning.
• Proven experience in production-grade ML pipelines.
• Strong grasp of data science concepts.

Responsibilities

• Design, train, and validate machine learning models.
• Lead model development from data exploration to deployment.
• Define and implement retraining and validation strategies.

Skills

Applied machine learning

Python proficiency

Data science concepts

ML pipelines

CI/CD workflows

Cloud ML ecosystems

Tools

Azure ML

AWS SageMaker

Kubernetes

CosmosDB

Job description

A leading tech company in Canada is seeking a machine learning expert with over 5 years of hands-on experience. The candidate will design, train, and validate models to enhance process stability in concrete batching operations. Applicants must be proficient in Python and familiar with ML pipelines and various cloud services, particularly Azure and AWS. Responsibilities include leading data exploration, feature engineering, and model deployment. This position is critical for continuous performance improvement in machine learning applications.