This role will work directly with executive leadership, engineers, product managers, and operations teams. You are responsible for extracting high-impact insights from our vast collection of data by:
- Creating novel features and models and analyzing their performance
- Deploying production systems that deliver continuous insights
- Quantifying impact using statistical methods, data mining, and experimental design
- Communicating results to stakeholders
- The ideal candidate for this role is passionate about the Automobile Industry, has a track record of discovering insights from massive data, and works to discover and address customer needs through their output.
- Train and deploy models that provide meaningful insights
- Develop statistical models, and perform predictive experiments.
- Design, validate, and deploy new features from multiple data sources.
Qualifications:
- A Masters's or PhD degree or equivalent experience.
- 5+ years post-academic experience in data science, machine learning, or a closely related field.
- Significant statistical experience in data-intensive on-line systems.
- Experience deploying feature and model pipelines at scale, and monitoring model performance.
- Experience designing, training, and critically analysing ML models for big data.
- Experience developing and maintaining automated reporting tools for management and other stakeholders.
- Productive in both SQL and Python.
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