Top Benefits
About the role
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 mission—we'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.
About Vanguard Canada
Putting investors first since 1975:
We sell high-quality investment products at the lowest possible price. This is the core of our investment philosophy because we think it’s essential to your investment success.
Unique structure: Vanguard was founded on a simple but revolutionary idea: that an investment company should be run for the sole benefit of its investors. At Vanguard, we don’t have any outside owners, so we don’t need to worry about a stock price or about generating profits for outside owners. This helps us keep costs low, so more of your money stays in your pocket—where it belongs.
A pioneer in the industry: 30 million investors worldwide trust us with over $7 trillion of their savings. Together we’re changing the way the world invests.
Terms: https://www.vanguard.ca/en/website-terms-of-use
Top Benefits
About the role
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 mission—we'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.
About Vanguard Canada
Putting investors first since 1975:
We sell high-quality investment products at the lowest possible price. This is the core of our investment philosophy because we think it’s essential to your investment success.
Unique structure: Vanguard was founded on a simple but revolutionary idea: that an investment company should be run for the sole benefit of its investors. At Vanguard, we don’t have any outside owners, so we don’t need to worry about a stock price or about generating profits for outside owners. This helps us keep costs low, so more of your money stays in your pocket—where it belongs.
A pioneer in the industry: 30 million investors worldwide trust us with over $7 trillion of their savings. Together we’re changing the way the world invests.
Terms: https://www.vanguard.ca/en/website-terms-of-use