Data Scientist - Machine Learning Engineer
We are seeking a skilled Data Scientist/Machine Learning Engineer to join our project.
* Analyze large datasets to build predictive models for risk detection and optimization.
* Clean, validate and preprocess data from multiple sources using Python and Big Data technologies (Apache Spark, Hadoop).
* Create and refine features and customer behavior metrics.
* Collaborate with cross-functional teams and stakeholders to enhance model performance and accuracy.
* Present findings and insights to senior leaders and support decision-making.
Requirements:
* Demonstrated expertise in machine learning algorithms, including supervised and unsupervised learning.
* Strong experience with Python programming language and proficiency in popular data science libraries.
* Ability to work with large and complex datasets, ensuring high-quality results.
* Familiarity with tree-based models (Random Forest, XGBoost, LightGBM) and knowledge of ensemble methods.
* Excellent communication and presentation skills, with the ability to convey technical results effectively to non-technical stakeholders.