Vanguard
Financial Services
DataScientist,Specialist
Neural analysis suggests this role is
optimal for Senior candidates.
“Data Scientist, Specialist at Vanguard. Skills: Generative AI, LLMs, RAG workflows, Statistical modeling, Machine learning. Develop end-to-end Generative AI solutions. Design and implement scalable RAG workflows”
Industry & Context.
Data inconsistencies; Data gaps; Root cause analysis
What They're Looking For.
Must Have
Five years related work experience, Programming skills to access, transform and prepare large scale data, Experience utilizing statistical and machine learning methods, Undergraduate degree in Analytics, Applied Mathematics, Economics, Statistics or related analytical field or equivalent combination of training and experience
Nice to Have
Graduate degree preferred
What You'll Do.
Develop end-to-end Generative AI solutions
Design and implement scalable RAG workflows
Develop complex queries
Perform extensive programming to access
Lead and execute deep dive diagnostic
Mentor and develop junior data scientists and analysts
Identify and diagnose data inconsistencies and errors
Document data assumptions
Forage to fill data gaps
Engage with internal stakeholders to understand and probe
Bring structure to requests
Translate requirements into an analytic approach
Guide research design
Guide model validation
Provide statistical consultation services
Serve as the analytics expert on cross functional
Contribute to the growth of the Vanguard analytic
Prepare and deliver insight presentations
Prepare and deliver action recommendations
Communicate complex analytical findings and implications to business
Design scalable data mining models
Design reporting protocols to identify trends and patterns
Apply modern and emerging data science techniques to
Contribute to the advancement of analytics through exploratory
Contribute to the advancement of analytics through application
How You'll Work.
Team & Collaboration
Cross functional teams
Communication Scope
Insight presentations; Action recommendations; Complex analytical findings
Full Job Description
**_Core Responsibilities_** * Develop end-to-end Generative AI solutions leveraging LLMs and foundational AI components * Design and implement scalable RAG workflows * Develops complex queries and performs extensive programming to access, transform, and prepare data for statistical modeling. * Leads and executes deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making. Mentors and develops junior data scientists and analysts. * Identifies and diagnoses data inconsistencies and errors, documents data assumptions, and forages to fill data gaps. * 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. * Guides 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. * Prepares and delivers insight presentations and action recommendations. Communicates complex analytical findings and implications to business leaders. * Designs scalable data mining models and reporting protocols to identify trends and patterns in massive datasets. * Applies modern and emerging data science techniques to solve business problems across functions such as marketing, economics, and operations. * Contributes to the advancement of analytics through exploratory research and application of cutting-edge statistical theory. **Qualifications** * Minimum of five 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
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