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Vanguard
Vanguard

Largest company.

Senior Manager, Data Science (AI/ML)

职能运营
级别Lead级
地点Charlotte, NC; Malvern, United States
方式现场办公
类型全职
发布2个月前
立即申请

福利待遇

弹性工作

必备技能

Data science

Machine Learning

Statistical analysis

Data wrangling

Programming

Team Management

Generative AI

Model validation

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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关于Vanguard

Vanguard

Vanguard

Public

A client-owned investment company that offers low-cost mutual funds, ETFs, advice, and related services to institutional and individual investors, and financial professionals.

10,001+

员工数

Kelayres

总部位置

评价

10条评价

4.1

10条评价

工作生活平衡

3.8

薪酬

2.5

企业文化

4.2

职业发展

3.2

管理层

4.3

75%

推荐率

优点

Supportive management and leadership

Great work-life balance and flexibility

Strong team collaboration and culture

缺点

Low or non-competitive compensation

Limited career advancement and promotions

Heavy workload and long hours

薪资范围

756个数据点

Junior/L3

Mid/L4

Senior/L5

Director

Junior/L3 · Assistant Operations Manager

1份报告

$104,000

年薪总额

基本工资

$80,000

股票

-

奖金

-

$104,000

$104,000

面试评价

3条评价

难度

3.0

/ 5

时长

14-28周

面试流程

1

Application Review

2

Online Assessment/Case Study

3

Phone Interview

4

Technical Interview

5

Final Round Interview

6

Offer

常见问题

Technical Knowledge

Behavioral/STAR

Past Experience

Case Study

Coding/Algorithm