Data Scientist, Specialist

Vanguard Group, Inc.

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

Qualifications

  • Minimum 5 years in analytical roles with a focus on data wrangling.
  • Programming skills for large-scale data preparation and transformation.
  • Proficiency in statistical and machine learning methods required.
  • Undergraduate degree in a relevant analytical field; graduate degree preferred.

Responsibilities

  • Develop end-to-end Generative AI solutions using LLMs and AI components.
  • Design and implement scalable RAG workflows.
  • Perform extensive programming to prepare data for modeling.
  • Lead diagnostic and predictive analytics for data-driven decisions.
  • Identify data inconsistencies and document assumptions.
  • Engage with stakeholders to translate business requests into analytic approaches.
  • Guide research design, model validation, and statistical consultation.

Benefits

  • Comprehensive health insurance plans.
  • Retirement savings plan with company match.
  • Generous paid time off policy.
  • Professional development opportunities.
  • Access to wellness programs and resources.
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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