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Goldman Sachs

Advises on mergers and trades stocks and bonds

Asset & Wealth Management - Multiple Teams

Data ScienceUpdated on Nov 11
Full-timeRichardson, TX, USANo salary listedIn-person

About the Job

Requirements

  • Three to five or more years of experience with analytics, metrics, modeling, and reporting in financial services; consumer banking experience is preferred.
  • A bachelor's or advanced degree in a quantitative area such as Applied Mathematics, Statistics, Engineering, Computer Science, or a related discipline.
  • Experience in customer analytics, including customer profiling, segmentation, lifecycle analysis, and applying causal inference methods to measure incremental business impact.
  • Strong quantitative and analytical skills, with experience working with large datasets and big data tools and stacks such as SQL and Hadoop.
  • Experience with Tableau, Power BI, or similar data visualization tools.
  • Experience with customer segmentation and applying machine learning techniques such as regression, classification, clustering, and natural language processing.
  • Ability to recommend enhancements to data processes within one or more databases, such as Oracle, Sybase, or Snowflake, to improve data use in business decisions.
  • Project management skills and ability to work independently and cross-functionally.
  • Ability to communicate and present results, highlighting their broader commercial and strategic impact.

Responsibilities

  • Analyze customer profiles, preferences, behaviors, and market activity to inform target segments, product development, and go-to-market strategy.
  • Apply cohort, time-series, and causal inference methods to identify trends, isolate drivers, and measure incremental impact across marketing, product, pricing, and customer experience.
  • Build segmentation, lifecycle, and customer lifetime value frameworks for Savings and CD products to improve acquisition quality, engagement, and retention.
  • Shape go-to-market strategies through opportunity sizing, audience targeting, value propositions, channel strategy, and launch measurement.
  • Develop dashboards and measurement frameworks to track product and marketing key performance indicators, operational performance, customer outcomes, and benchmarks.
  • Analyze digital journeys and conversion funnels to identify friction and recommend customer experience improvements.
  • Design and evaluate A/B tests, multivariate tests, and quasi-experimental analyses to measure statistical significance, incrementality, and acquisition and retention impact.
  • Build and automate reporting, analytical tools, and machine learning models for churn, lifetime value, segmentation, and price sensitivity; own their design through deployment and monitoring, and measure success by model accuracy and business impact, including retention, margin, and return on investment.

Desired Qualifications

  • Prior experience developing data-driven strategies in a deposits business or with business-to-consumer marketing analytics is preferred.
  • Programming experience with languages such as Python is preferred.

About the Company

Goldman Sachs

Advises on mergers and trades stocks and bonds

Goldman Sachs advises companies and governments on mergers, raises money for them by selling their stocks and bonds, and trades securities for big investors such as hedge funds and pension funds. It led Ford Motor's 1956 stock market debut, then the largest share sale in US history. Traders buy and sell stocks, bonds, currencies, and commodities for clients and lend them money, while bankers earn a fee on each deal they advise on or arrange. Its asset and wealth management arm invests for institutions and wealthy families and charges fees based on the money it oversees. The firm was founded in 1869, when it began brokering short-term IOUs for New York merchants, and it is based in New York City.

Company size
10,001+
Company stage
IPO
Headquarters
New York City, New York
Founded
1869

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