Data Science/ML Engineer
Payload
Software Engineering, Data Science
Posted on Monday, February 6, 2023
Description
We are looking for an experienced Data Scientist to develop tools and insights from our internal and external data sources. This role spans a wide range of initiatives from internal data analysis to help inform decision making and strategy to enhancing our behavioral machine learning products improving upon the real-time security and fraud protection mechanisms.
Responsibilities
- Design, enhance, and develop new machine learning models and strategies
- Assess the effectiveness and accuracy of new data sources and data gathering techniques
- Mine and analyze data from company databases to drive optimization
Skills & Qualifications
- Strong problem solving skills with an emphasis on product development
- Experience using statistical and ml libraries in python
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications
- Experience with machine learning (supervised, unsupervised, and reinforced learning)
- Knowledge of common machine learning algorithms (SVM, kNN, K-Means, XGBoost)
- Experience visualizing and presenting data