Pricing ML Engineer for Production ML in Auto Marketplace

ACV Auctions; Toronto; On-site; CAD 91,000 - 114,000; Full time

Job summary

A technology company in the automotive industry is seeking a Machine Learning Engineer to lead the development and implementation of models predicting vehicle sale prices. The ideal candidate will have a strong foundation in machine learning, experienced with Python and SQL, and familiarity with data pipelines and MLOps tools. This position offers a competitive salary and benefits including company-sponsored healthcare and a stock purchase program.

Benefits

Company Sponsored Healthcare

Generous Parental Leave Top-Up Pay

Employee Stock Purchase Program

Retirement planning through RRSP

Qualifications

• Demonstrated project experience in research, publications, prototypes, or open-source contributions in ML.
• Experience with ML model development lifecycle.

Responsibilities

• Lead research and development of models for predicting vehicle sale prices.
• Build, automate, deploy, and monitor ML applications.
• Develop data pipelines for ML models.
• Document work processes, including experiments and parameter tuning.

Skills

Python

SQL

Data manipulation with Pandas

Tree-based algorithms (e.g., XGBoost, CatBoost, LightGBM)

Generalized linear models (GLM)

Education

Graduate education (MS or PhD) in a computationally intensive domain

Bachelor’s degree with 2-4 years of experience

Tools

AWS

GCP

Docker

CI/CD

MLOps tooling (e.g., Vertex AI, Kubeflow, ClearML)

Job description

A technology company in the automotive industry is seeking a Machine Learning Engineer to lead the development and implementation of models predicting vehicle sale prices. The ideal candidate will have a strong foundation in machine learning, experienced with Python and SQL, and familiarity with data pipelines and MLOps tools. This position offers a competitive salary and benefits including company-sponsored healthcare and a stock purchase program.