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- Design and develop advanced analytical models to optimize communication and operational tactics, while generating overall efficiencies across Ulta Beauty
- In addition to classical statistical methods, research and implement new machine learning approaches and techniques to drive innovative analytical solutions that solve business problems and identify insights
- Explore our rich, omnichannel and customer data assets across our 30M+ Ultamate Rewards loyalty program members to construct analytical solutions for improving Ulta Beauty guests' experience
- Develop a strong partnership and collaboration with internal Ulta Beauty teams, performing as a key partner who consults on how to attain business goals through advanced analytics
- Explain and present complex analytical approaches in a concise manner to drive alignment and outcomes from business partners
- Assess and understand the cost/benefit relationship of developing and deploying learned models based on changing business needs
- Ensure data integrity and quality by leveraging proven methodologies, including data reconciliation, data integration and data audits
- Continue driving a data driven culture across Ulta Beauty and mentoring less experienced team members on AI/ML techniques and MLOps
- 3+ years of professional experience in analytical functions
- Advanced degree preferred in a highly quantitative field such as Mathematics, Statistics, Computer Science, Engineering, Economics, etc.
- Advanced knowledge of statistical techniques and concepts (e.g., multivariate regression, A/B tests, decision trees, etc.) and experience applying these to use cases
- Fluency in Python and scientific related frameworks (e.g., scikit-learn, numpy, scipy etc.)
- Experience with SQL and related data access and analysis tools to mine data, identify insights, and extract features
- Hands-on experience with cloud computing platforms, preferably Google Cloud Platform
- Hands-on experience with designing, deploying, and maintaining machine learning pipelines
- Excellent interpersonal, verbal, and written communication skills to communicate complex ideas to various audiences in both a technical and user-friendly language
- Demonstrated ability to work effectively both in a team environment and independently by handling multiple projects, meeting deadlines, prioritizing appropriately and responding to issues quickly and creatively with an open and positive attitude
- Energetic and self-motivated with a strong sense of curiosity - must be extremely organized and detail oriented with an ability to make proactive recommendations
- View the "big picture" and drive towards business results
- Comfort working in a dynamic, research-oriented team
- Practical experience with CI/CD and MLOps best practices and tools (Git, Airflow, Jenkins, Bamboo, etc.)
- Experience in retailer and e-commerce industries
- Experience with Apache Spark (PySpark, and MLlib)
- Experience with or knowledge of Agile Software Development methodologies
- Knowledge of software development principles and architectures
- Understanding of causal and uplift models
- Experience with deep learning frameworks (e.g., Tensorflow, Torch, etc.)
- Google's Certified Professional-Data-Engineer certification, or other Professional certifications
- ID: #39937104
- State: Illinois Bolingbrook 60440 Bolingbrook USA
- City: Bolingbrook
- Salary: TBD
- Job type: Full Time
- Showed: 2022-04-30
- Deadline: 2022-05-02
- Category: Et cetera