Consultant, Data Science & Analytics
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Job Description
Data Science Consultant analyzing quantitative marketing data to reveal business drivers at TransUnion. Collaborating with data scientists and external clients to implement predictive models and generate insights.
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
- Collaborate 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
- Build models based on statistics, econometrics, and/or machine learning techniques
- Analyze big data sets to generate insights on media, market conditions, and consumer propensities
- Validate model results and package them into client-friendly reports
- Ensure rigorous quality control and detect anomalies in existing data models
Requirements:
- Master’s degree in Statistics, Mathematics, Computer Science, or a related field plus 2 years of experience with data analytics required
- Skills: 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, and statistical modeling, MMM, MTA
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
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