Data Scientist

Reposted Yesterday
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Toronto, ON
In-Office
Senior level
Fintech
The Role
The Data Scientist conducts deep diagnostic, predictive, and prescriptive analytics, supports data-driven business decisions, and develops data mining protocols to identify trends across various business domains.
Summary Generated by Built In
Performs deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making.

Role Summary

This role performs deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making and applies advanced data science and big data mining techniques to uncover trends, inform strategic decisions, and drive innovation across various business domains.

Responsibilities

  • Develops queries and performs extensive programming to access, transform, and prepare data for statistical modeling.
  • Performs deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making.
  • 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 partners.
  • Participates in special projects and performs other duties as assigned.
  • Designs and develops data mining protocols and analytical models to identify trends and patterns in large-scale datasets.
  • Applies emerging data science methodologies and statistical techniques to provide actionable insights across various business domains.
  • Supports innovative research in analytics, contributing to the evolution of data-driven decision-making practices.

Qualifications and Skills

  • Minimum 5 years of experience in data science, analytics, or statistical modeling roles
  • Bachelor’s degree (B.E./B.Tech) in relevant fields such as Analytics, Applied Mathematics, Statistics, Computer Science, or a Master’s degree/Diploma in a related analytical discipline
  • Proficiency in data wrangling and transformation using SQL, Python, or R; strong understanding of statistical modeling and machine learning techniques; experience with tools like Jupyter, SAS, or RStudio
  • Hands-on experience in building data mining models, conducting trend analysis, and interpreting complex datasets to support strategic decisions
  • Strong communication and visualization skills to translate analytical findings into actionable business insights
  • Experience in cloud-based environments (AWS, Azure, or GCP) and using collaboration tools like JIRA, Confluence
  • Knowledge of big data platforms and frameworks (Hadoop, Spark) is a plus
  • Ability to work cross-functionally and apply analytics to domains such as marketing, operations, or research

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.

Top Skills

AWS
Azure
GCP
Hadoop
Jupyter
Python
R
Rstudio
SAS
Spark
SQL
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The Company
Charlotte, NC
20,252 Employees
Year Founded: 1975

What We Do

We are a community of 30 million who think – and feel – differently about investing. Together, we’re changing the way the world invests.

Since our founding in 1975, helping our investors achieve their goals is our sole reason for existence. With no other parties to answer to and therefore no conflicting loyalties, we make every decision—like keeping investing costs as low as possible—with only your needs in mind.

Vanguard is one of the world's largest investment companies, offering a large selection of high-quality low-cost mutual funds, ETFs, advice, and related services. Individual and institutional investors, financial professionals, and plan sponsors can benefit from the size, stability, and experience Vanguard offers. As of April 30, 2019, we managed more than $5.6 trillion in global assets. In addition, we have 189 funds in the United States and 225 funds in global markets.

For Commenting Guidelines & Important information, visit here: http://vanguard.com/linkedin
Vanguard Marketing Corporation, Distributor.

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