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Vanguard · 1 month ago

Senior Machine Learning Engineer, Specialist

Malvern, PA

Full-time

Hybrid

Senior Level, Lead/Staff

8+ years exp

Vanguard is a company focused on the long-term financial wellbeing of its clients. They are seeking an experienced Senior Machine Learning Engineer to develop and optimize complex data pipelines and scalable AI/ML solutions, including large language models.

FinanceFinancial Services

No H1B

Responsibilities

Develop and optimize complex data pipelines, applying machine learning engineering principles to enhance efficiency and scalability

Integrate and optimize data and model pipelines within production environments, diagnosing data inconsistencies and documenting assumptions

Employ experimental methodologies, statistics, and machine learning concepts to create self-running AI systems for predictive modeling

Collaborate with data science teams to review model-ready datasets and feature documentation, ensuring completeness and accuracy

Perform data discovery and analysis of raw data sources, applying business context to meet model development needs

Comfort with exploratory data exploration and tracking data lineage during inception or root cause analysis

Engage with internal stakeholders to understand business processes and translate requirements into analytical approaches

Write and maintain model monitoring scripts, diagnosing issues and coordinating resolutions based on alerts

Serve as a domain expert in machine learning engineering on cross-functional teams for significant initiatives

Stay updated with the latest advancements in AI/ML and apply them to real-world challenges

Participate in special projects and additional duties as assigned

Qualification

ETL pipelines designPython programmingCloud technologiesMachine learning conceptsNoSQL databasesFeature Store usageAPI designDevelopmentMachine Learning Development LifecycleSoftware engineering principlesModel evaluationCollaboration skills