Senior ML Engineer

Machine Learning Engineer (3–5 Years Experience)OverviewTorinit Technologies Inc. is a Canadian-based digital consulting company. At Torinit, we don't just serve our clients; we work with them to create transformative digital journeys by leveraging the latest technologies and world-class best practices. Our goal is to create an environment of continuous learning and success for our team and our clients.We are a fast-growing team of passionate problem-solvers and life-long learners who aren't afraid of tackling complex problems. We've got a talented team of skilled, friendly, and driven individuals spanning the globe (primarily based in Canada and India), now we're looking to add more world-class talent to our team.Role OverviewWe are seeking a Machine Learning Engineer with 3–5 years of experience to design, build, deploy, and optimize ML / AI solutions across a range of business problems. The ideal candidate understands the full ML lifecycle —from data pre-processing and experimentation to deployment, monitoring, and continuous improvement.The role requires strong engineering fundamentals , modeling expertise , and practical knowledge of MLOps , along with the ability to convert business use cases into scalable ML pipelines.Key Responsibilities1. Model Development & ExperimentationBuild, train, and evaluate machine learning models (classification, regression, clustering, NLP, deep learning).Develop custom models or adapt pre-trained models (