Vanguard
SeniorAI/MLScientist
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior AI/ML Scientist at Vanguard. Skills: AI/ML, Data Science, Analytics. Develop complex queries. Perform extensive programming”
Industry & Context.
Data inconsistencies; Data errors; Data gaps
Not offering visa sponsorship
What They're Looking For.
Must Have
Five years related work experience, Programming skills, Statistical and machine learning methods, Undergraduate degree in Analytics, Applied Mathematics, Economics, Statistics or related analytical field of study or equivalent combination of training and experience
Nice to Have
Graduate degree preferred
What You'll Do.
Develop complex queries
Perform extensive programming
Prepare data for statistical modeling
Lead deep dive diagnostic analytics
Execute deep dive diagnostic analytics
Lead predictive analytics
Execute predictive analytics
Lead prescriptive analytics
Execute prescriptive analytics
Support data-driven business decision making
Mentor junior data scientists
Develop junior data scientists
Mentor junior analysts
Develop junior analysts
Identify data inconsistencies
Diagnose data inconsistencies
Document data assumptions
Forage to fill data gaps
Engage with internal stakeholders
Understand business processes
Probe business processes
Bring structure to requests
Translate requirements into analytic approach
Guide research design
Guide model validation
Provide statistical consultation services
Serve as analytics expert on cross functional teams
Contribute to Vanguard analytic community growth
Prepare insight presentations
Deliver insight presentations
Prepare action recommendations
Deliver action recommendations
Communicate complex analytical findings
Communicate analytical implications to business leaders
Participate in special projects
Perform other duties as assigned
How You'll Work.
Team & Collaboration
Cross functional teams
Communication Scope
Insight presentations; Action recommendations; Complex analytical findings
Full Job Description
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. **Core Responsibilities** * 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. * Participates in special projects and performs other duties as assigned. **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. **About Vanguard** At Vanguard, we don't just have a mission—we're on a missi
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