Data Platform Engineer F/H

5 days ago


Montreal, Quebec, Canada GHGSat Inc. Full time
Job Description

GHGSat Inc. is seeking a highly skilled Data Platform Engineer F/H to join our team. As a key member of our data science team, you will be responsible for designing, implementing, and maintaining our data platform on AWS.

Key Responsibilities
  • Implement MLOps Architecture on AWS, addressing core components for version control, data management, model training, and validation.
  • Collaborate with data scientists to understand developed models, contribute to model development, and efficiently serve AI models.
  • Develop robust feature stores, leveraging data from various products and building scalable ETL/ELT pipelines.
  • Support serving ML Models as a Product, managing traffic, inference, drift detection, and setting up clear visualizations and dashboards.
  • Optimize model training and serving for performance and scalability, leveraging distributed computing resources and advanced hardware.
  • Set up proactive monitoring and alerting systems to detect and respond to anomalies in data, model performance, and infrastructure health.
Requirements
  • 5+ years of experience as an MLOps Engineer, DevOps engineer with MLOps experience, Data scientist, or Data Engineering.
  • Bilingualism (English & French) is essential due to international customers and partners.
  • Proven experience in managing and deploying machine learning models in a production environment using AWS or Databricks MLOps offerings.
  • Extensive experience with AWS services, including Sagemaker Workflow, Feature Store, Lake Formation, Redshift, Eventbridge, Glue, and Glue data quality.
  • Experience in Python and SQL-based environments, including ML/AI modeling concepts, postGIS, and a track record in engineering Data Science/Computer Vision innovations in the GIS space.
  • Strong experience with CI/CD tools and version control systems.
  • Knowledge of machine learning frameworks (TensorFlow, PyTorch, Scikit-learn) and their deployment in production environments.
  • Experience with databases and caching mechanisms.
What We Offer

GHGSat Inc. offers a creative and highly motivating work environment, competitive salaries, health and social benefits, including flex-time and continuing development.



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