Machine Learning Engineer (with Vertex AI Experience) - Canada
Location
winnipeg, mb
Job Type
Full-time
Category
Engineering
Posted
May 29, 2026
Tiger Analytics is looking for a skilled and innovative
Machine Learning Engineer
with hands‑on experience in
Google Cloud Platform (GCP)
and
Vertex AI
to design, build, and deploy scalable ML solutions. You will play a key role in operationalizing machine learning models and driving the end‑to‑end ML lifecycle, from data ingestion to model serving and monitoring.
Key Responsibilities:
Develop, train, and optimize ML models using
Vertex AI , including Vertex Pipelines, AutoML, and custom model training.
Design and build scalable ML pipelines for feature engineering, training, evaluation, and deployment.
Deploy models to production using Vertex AI endpoints and integrate with downstream applications or APIs.
Collaborate with data scientists, data engineers, and MLOps teams to enable reproducible and reliable ML workflows.
Monitor model performance and set up alerting, ret...
Machine Learning Engineer
with hands‑on experience in
Google Cloud Platform (GCP)
and
Vertex AI
to design, build, and deploy scalable ML solutions. You will play a key role in operationalizing machine learning models and driving the end‑to‑end ML lifecycle, from data ingestion to model serving and monitoring.
Key Responsibilities:
Develop, train, and optimize ML models using
Vertex AI , including Vertex Pipelines, AutoML, and custom model training.
Design and build scalable ML pipelines for feature engineering, training, evaluation, and deployment.
Deploy models to production using Vertex AI endpoints and integrate with downstream applications or APIs.
Collaborate with data scientists, data engineers, and MLOps teams to enable reproducible and reliable ML workflows.
Monitor model performance and set up alerting, ret...