Predictive Modeling Engineer - People Processes
Apple
- Austin, TX
- Permanent
- Full-time
- Practical experience with and theoretical understanding of algorithms for classification, regression, clustering, and anomaly detection
- Proficiency in writing SQL queries involving database joins and analytical/window functions
- Ability to implement data science pipelines, analyses, and applications in a programming language such as Python or R
- Prior experience working with employee data or HR systems
- Experience with natural language processing (sentiment, topic identification, summarization, entity extraction) and network analysis a plus.
- Ability to translate business processes and data into an analytic solution.
- Ability to comprehend and debug complex systems integrations spanning multiple toolchains and teams
- Ability to extract meaningful business insights from data and identify the stories behind the patterns
- Excellent presentation skills, distilling complex analysis and concepts into concise business-focused takeaways
- Creativity to engineer novel features and signals, and to push beyond current tools and approaches