Consultant, Data Science & Analytics

TransUnion

22h•Hybrid

About The Position

Consultants, Data Science & Analytics for various & unanticipated worksites throughout the U.S. (HQ: Chicago, IL). Work with quantitative marketing data to analyze and reveal business drivers. Utilize technical skills to handle big data, online search, online advertising attribution, and online/offline marketing optimization problems using SQL, R, Python, Spark, Matlab, or similar. Work closely with other data scientists, consultants, and external clients to identify new analytic insights. Implement multi-touch attribution models (MTA), marketing mix models (MMM), and experimentation studies to address marketing effectiveness, return on investment (ROI), brand equity impact, segmentation, pricing, and environmental factors. Build multi-touch attribution models (MTA) and marketing mix models (MMM) that are based on statistics, econometrics, and/or machine learning techniques such as logistic regression, choice model, time-series model, panel data model, Bayesian statistics, ridge regression, structural equations, probability theory, and clustering algorithms. Analyze big data sets to generate deep insights on paid media, organic media, market conditions, web navigations, and individuals’ propensities on multi-step conversion activities in the consumer journeys. Validate model results and package them into insightful client-friendly reports on ROI analysis, forecasting, simulation, and optimization. Ensure rigorous quality control and detect anomalies in existing data models utilizing ongoing new data streams.

Requirements

Masters’s degree in Statistics, Mathematics, Computer Science, or a related field plus 2 years of experience with data analytics
Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch)
SQL
MySQL
PostgreSQL
AWS (S3, Redshift, Glue, Lambda)
Apache Spark
PySpark
A/B testing
causal inference
machine learning
data architecture
data analysis
statistical modeling
MMM
MTA

Responsibilities

Work with quantitative marketing data to analyze and reveal business drivers.
Utilize technical skills to handle big data, online search, online advertising attribution, and online/offline marketing optimization problems using SQL, R, Python, Spark, Matlab, or similar.
Work closely with other data scientists, consultants, and external clients to identify new analytic insights.
Implement multi-touch attribution models (MTA), marketing mix models (MMM), and experimentation studies to address marketing effectiveness, return on investment (ROI), brand equity impact, segmentation, pricing, and environmental factors.
Build multi-touch attribution models (MTA) and marketing mix models (MMM) that are based on statistics, econometrics, and/or machine learning techniques such as logistic regression, choice model, time-series model, panel data model, Bayesian statistics, ridge regression, structural equations, probability theory, and clustering algorithms.
Analyze big data sets to generate deep insights on paid media, organic media, market conditions, web navigations, and individuals’ propensities on multi-step conversion activities in the consumer journeys.
Validate model results and package them into insightful client-friendly reports on ROI analysis, forecasting, simulation, and optimization.
Ensure rigorous quality control and detect anomalies in existing data models utilizing ongoing new data streams.

Benefits

flexible benefits
flexible time off for exempt associates
paid time off for non-exempt associates
up to 12 paid holidays per year
health benefits (including medical, dental, and vision plan options and health spending accounts)
mental health support
disability benefits
up to 12 weeks of paid parental leave
adoption assistance
fertility planning coverage
legal benefits
long-term care insurance
commuter benefits
tuition reimbursement
charity gift matching
employee stock purchase plan
401(k) retirement savings with employer match
access to TransUnion’s Employee Resource Groups
Spousal, domestic partner, and other eligible dependent coverage is available on select health and welfare plans.
company‑paid basic life and AD&D
optional voluntary life and AD&D for you and your family
short‑ and long‑term disability
legal plan
pet insurance
travel accident coverage
caregiver support
Dependent Care FSA for possibility of an employer match
complimentary Care@Work membership
financial wellness resources
career coaching
employee discounts
paid volunteer time off
corporate volunteer events
24/7 support including professional therapy, coaching, and emotional well‑being programs alongside guided meditation and resources that support physical, mental, social, and financial wellness.