Insight Global is looking for a Machine Learning Engineer to put into production forecasting models and build the monitoring, observability, and explain capabilities needed for trusted business forecasting.The role partners closely with data scientists, demand planners, and platform teams to deliver scalable and reliable forecasting solutions.Key ResponsibilitiesRefactor forecasting models into production-ready, tested, and reusable componentsEstablish engineering best practices, standards, and development workflowsDesign and maintain training, backtesting, and inference pipelines in Azure MLDevelop feature engineering and data preparation solutions in SnowflakeAutomate deployment, testing, model promotion, and rollback processes using Azure DevOpsSupport forecast integration with the o9 planning platformBuild monitoring for data quality, drift detection, pipeline health, and forecast accuracyImplement model lineage, traceability, and governance capabilitiesDevelop explainability solutions and forecasting insights for business usersCreate technical documentation and communicate solutions to both technical and business stakeholdersRequired Skills & Experience3+ years of ML Engineering, Data Engineering,



or Software Engineering experienceStrong Python development and software engineering fundamentalsProduction experience with Azure ML (pipelines, compute, model registry, endpoints, MLflow)Robust SQL and Snowflake expertiseCI/CD experience using Azure DevOps or similar toolsExperience building ML monitoring and observability frameworksKnowledge of explainability techniques (SHAP, permutation importance, forecast decomposition)Time series forecasting experience, including backtesting and evaluationStrong communication and stakeholder management skillsNice to Have Skills & ExperienceExperience with o9 Solutions, SAP IBP, Kinaxis, or Blue YonderCPG, retail, or supply chain planning experienceFeature stores, containerisation, and Infrastructure as Code (IaC)Vacancy: This posting is for a currently vacant role, and the successful candidate will be hired into an existing open position.Pay Rate: $60-70/hrWe may use artificial intelligence tools to assist with the screening, assessment, or selection of potential applicants for this position.

📌 Machine Learning Engineer (Toronto)
🏢 Insight Global
📍 Toronto