Job Title

Join to apply for the Machine Learning Engineer, Specialist role at Vanguard Canada Join to apply for the Machine Learning Engineer, Specialist role at Vanguard Canada Leverages data pipeline designs and supports the development of data pipelines to support model development. Proficient with software tools that develop data pipelines in a distributed computing environment (PySprak, GlueETL). Supports integration of model pipelines in a production environment. Develops understanding of SDLC for model production. Reviews pipeline designs, makes data model design changes as needed. Documents and reviews design changes with data science teams. Supports data discovery & automated ingestion for model development. Performs detailed analysis of raw data sources for data quality, applies business context, and model development needs. Engages with internal stakeholders to understand and probe business processes in order to develop hypotheses. Brings structure to requests and translates requirements into an analytic approach. Participates in and influences ongoing business planning and departmental prioritization activities. Runs model monitoring scripts, follows process for alerts to management as needed. Addresses issues found in data pipelines from model monitoring alerts. Participates in special projects and performs other duties as assigned. Core Responsibilities Leverages data pipeline designs and supports the development of data pipelines to support model development. Proficient with software tools that develop data pipelines in a distributed computing environment (PySprak, GlueETL). Supports integration of model pipelines in a production environment. Develops understanding of SDLC for model production. Reviews pipeline designs, makes data model design changes as needed. Documents and reviews design changes with data science teams. Supports data discovery & automated ingestion for model development. Performs detailed analysis of raw data sources for data quality, applies business context, and model development needs. Engages with internal stakeholders to understand and probe business processes in order to develop hypotheses. Brings structure to requests and translates requirements into an analytic approach. Participates in and influences ongoing business planning and departmental prioritization activities. Runs model monitoring scripts, follows process for alerts to management as needed. Addresses issues found in data pipelines from model monitoring alerts. Participates in special projects and performs other duties as assigned. Qualifications: Undergraduate degree or equivalent combination of training and experience. Minimum of five years related work experience. Special Factors Sponsorship Vanguard is offering visa sponsorship for this position. About Vanguard At Vanguard, we don''t just have a missionwe''re on a mission. To work for the long-term financial wellbeing of our clients. To lead through product and services that transform our clients'' lives. To learn and develop our skills as individuals and as a team. From Malvern to Melbourne, our mission drives us forward and inspires us to be our best. How We Work Vanguard has implemented a hybrid working model for the majority of our crew members, designed to capture the benefits of enhanced flexibility while enabling in-person learning, collaboration, and connection. We believe our mission-driven and highly collaborative culture is a critical enabler to support long-term client outcomes and enrich the employee experience. Seniority level Seniority level Mid-Senior level Employment type Employment type Full-time Job function Job function Engineering and Information Technology Referrals increase your chances of interviewing at Vanguard Canada by 2x Get notified about new Machine Learning Engineer jobs in Toronto, Ontario, Canada . Machine Learning Engineer II, Tim Hortons Software Engineer, Backend (All Levels / All Teams) Data Scientist, Decisions - New Product Development Software Engineer I, Entry Level (Fall 2024-Spring 2025) - Toronto Data Scientist, Algorithms, Real-Time Supply Management Applied Machine Learning Scientist (Early Career) Data Scientist - Data Analytics and Infrastructure Data Scientist, Algorithms - Rider Pricing (Optimization) Were unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI. #J-18808-Ljbffr