Senior Manager, Data Science (AI/ML)

Overview

On Site
Full Time

Skills

Artificial Intelligence
Human Resources
Policies and Procedures
Decision-making
Coaching
Quality Control
Risk Assessment
Data Science
Business Process
Quality Assurance
Research Design
Big Data
Data Wrangling
Statistical Models
Machine Learning (ML)
Analytics
Applied Mathematics
Economics
Statistics
Analytical Skill
Training
Generative Artificial Intelligence (AI)
Evaluation
Amazon Web Services
Finance
Collaboration

Job Details

Core Responsibilities
  • Hires, evaluates, and supervises crew. Provides guidance and training as necessary to develop crew. Sets performance standards, reviews performance, and makes informed compensation decisions in accordance with all applicable Human Resources policies and procedures.
  • Assists and executes tactical plans to implement Vanguard's data science strategy to increase internal company performance and gain competitive advantage.
  • Manages a team of data scientists responsible for a portfolio of diagnostic, predictive, and prescriptive analytics projects to support data-driven business decision making. Supports the continuous evolution and strategy of Vanguard's data science capabilities.
  • Oversees and engages in deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making. Creates alternative model approaches to assess complex model design and advance future capabilities.
  • Identifies and diagnoses data inconsistencies and errors, documents data assumptions, and forages to fill data gaps. Provides coaching to data scientists.
  • Oversees the execution of large-scale analytics projects. Applies significant quality control and risk assessment of the model, methodologies, outputs, and processes for major data science projects.
  • 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.
  • Leads and coaches test design, research design, and model validation. Provides statistical consultation services. Serves as the analytics expert on cross functional teams for large strategic initiatives and contributes to the growth of the Vanguard analytic community.
  • Evaluates new technologies and manages vendors engaged in big data analysis.
  • Participates in special projects and performs other duties as assigned

Qualifications
  • Minimum of ten years related work experience in analytical roles. Experience with data wrangling required - Programming skills to access, transform and prepare large scale data for statistical modeling. Experience utilizing statistical and machine learning methods required.
  • Undergraduate degree in Analytics, Applied Mathematics, Economics, Statistics or related analytical field of study or equivalent combination of training and experience. Graduate degree preferred.
  • Gen AI experience - finetuning SLMs , application evaluation
  • Experience with AWS suite of tools such as bedrock , agent core

Special Factors

Sponsorship
Vanguard is not 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.
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