AI/ML Engineer
About The Position
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.
Requirements
- Gen AI experience - finetuning SLMs , application evaluation
- Experience with AWS suite of tools such as bedrock , agent core
- Undergraduate degree or equivalent combination of training and experience.
- Minimum of five years related work experience.
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.
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Number of Employees
5,001-10,000 employees
