Key job responsibilities
• Explore and evaluate state-of-the-art algorithms and approaches in risk modeling and vision/language models
• Translate product and CX requirements into measurable science problems and metrics.
• Collaborate with product and tech partners and customers to validate hypothesis, drive adoption, and increase business impact
• Evaluate model performance in production and refresh/implement necessary updates to maintain optimal system performance.
A day in the life
- Writing code, and running experiments with re-usable science libraries
- Reviewing labels and audit results with investigators and operations associates
- 2+ years of data scientist experience
- 3+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) experience
- 3+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
- Experience applying theoretical models in an applied environment
- Knowledge of relevant statistical measures such as confidence intervals, significance of error measurements, development and evaluation data sets, etc.
משרות נוספות שיכולות לעניין אותך