Data Scientist, Specialist

Vanguard Group, Inc.

$90K — $130K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Minimum of five years in analytical roles
  • Proficient in data wrangling and programming for large-scale data preparation
  • Expertise in statistical and machine learning methods
  • Undergraduate degree in Analytics, Applied Mathematics, Economics, Statistics, or similar field
  • Graduate degree is preferred

Responsibilities

  • Develop end-to-end Generative AI solutions using LLMs
  • Design and implement scalable RAG workflows
  • Create complex queries for data transformation and modeling
  • Lead diagnostic and predictive analytics for data-driven decisions
  • Identify and resolve data inconsistencies and document assumptions
  • Collaborate with stakeholders to translate business needs into analytical solutions
  • Guide research and model validation efforts, providing statistical consultation
  • Prepare and present insights and recommendations to business leaders
  • Design data mining models to uncover trends in large datasets
  • Apply advanced data science techniques to cross-functional business problems
  • Advance analytics through research and application of modern statistical theories

Benefits

  • Engagement in large strategic initiatives
  • Opportunity for mentorship and leadership development
  • Participation in the Vanguard analytic community
  • Involvement in cutting-edge research and technology
  • Contribution to impactful business decision-making
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 of study or equivalent combination of training and experience. Graduate degree preferred.

Special Factors

Sponsorship
Vanguard is not offering visa sponsorship for this position.

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