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ACV Auctions · 1 week ago

Machine Learning Engineer II

Toronto, Ontario, Canada

Full-time

Onsite

Entry, Mid Level

CAD$91K/yr - CAD$114K/yr

2+ years exp

ACV Auctions is a technology company revolutionizing the automotive industry by transforming how dealers buy and sell cars online. They are seeking a Machine Learning Engineer II to lead the research and development of models that predict vehicle sale prices, contributing to the development and implementation of end-to-end ML-enabled software solutions.

AppsAutomotiveMarketplaceMobile Apps

Responsibilities

Working with fellow machine learning engineers to build, automate, deploy, and monitor ML applications

Developing data pipelines that feed ML models

Developing ML models from proof of concept to production

Mining structured & unstructured data, and performing EDAs

Documenting the work process, including experiments and parameter tuning

Monitoring performance of models in production

Qualification

Machine LearningPythonSQLData Manipulation LibrariesML FrameworksMLOps ToolingCloud ServicesData PipelinesTeam-orientedSelf-motivatedProblem-solving

Required

Graduate education (MS or PhD) in a computationally intensive domain or a Bachelor's degree with 2-4 years of experience

Demonstrated project experience in the form of research, publications, prototypes, or open-source contributions in ML

Proficiency with Python, SQL, and common data manipulation libraries (e.g., Pandas)

Knowledge of ML frameworks and libraries. Experience on tree-based algorithms (XGBoost, CatBoost, LightGBM etc.), and Generalized linear models (GLM) are highly valued

Experience with ML model development lifecycle