
Largest company.
Data Scientist, Specialist at Vanguard
About the role
Responsibilities:
- Owns the end-to-end design, development, and execution of complex predictive modeling initiatives, from problem formulation through validation, deployment readiness, and ongoing risk assessment.
- Leads and executes 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. Mentors and develops junior data scientists and analysts.
- Establishes and enforces data quality standards for modeling use, including diagnosing data issues, documenting assumptions and limitations, and filling data gaps in ways that balance rigor, practicality, and risk.
- Partners with senior leadership to understand and probe business processes in order to develop hypotheses. Brings structure to requests and translates requirements into an analytic approach.
- Guides research design, model evaluation, validation, and monitoring strategies, providing expert judgment on model performance, stability, and appropriate use. Serves as a trusted technical voice on cross‑functional initiatives involving advanced analytics or machine learning.
- Builds reusable tools, frameworks, and shared resources that improve modeling efficiency, consistency, and scalability across the predictive and analytics community.
- Prepares and delivers clear, insightful presentations with recommended actions. Communicates complex analytical findings and implications to business leaders.
- Participates in special projects and performs other duties as assigned.
Qualifications:
- Minimum of five years of related work experience in data science or analytical roles. Strong experience utilizing statistical and machine learning methods required. Experience with large language models, knowledge graph and generative AI required.
- Proficiency in Python programming and experience with machine learning frameworks (e.g., Tensor Flow, Py Torch, Scikit-learn). Proficiency in cloud platform (such as AWS) and associated AI services and tools.
- Strong stakeholder Management and excellent communication skills.
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.
Required skills
Machine learning
Predictive modeling
Model validation
Data quality
Analytics strategy
Mentoring
Presentation skills
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About Vanguard

Vanguard
PublicA 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+
Employees
Kelayres
Headquarters
Reviews
10 reviews
4.1
10 reviews
Work-life balance
3.8
Compensation
2.5
Culture
4.2
Career
3.2
Management
4.3
75%
Recommend to a friend
Pros
Supportive management and leadership
Great work-life balance and flexibility
Strong team collaboration and culture
Cons
Low or non-competitive compensation
Limited career advancement and promotions
Heavy workload and long hours
Salary Ranges
756 data points
Junior/L3
Senior/L5
Staff/L6
Senior
Junior/L3 · Data Scientist
0 reports
$142,083
total per year
Base
-
Stock
-
Bonus
-
$120,000
$164,000
Interview experience
3 interviews
Difficulty
3.0
/ 5
Duration
14-28 weeks
Interview process
1
Application Review
2
Online Assessment/Case Study
3
Phone Interview
4
Technical Interview
5
Final Round Interview
6
Offer
Common questions
Technical Knowledge
Behavioral/STAR
Past Experience
Case Study
Coding/Algorithm
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