onsite
Data Scientist, Product Analytics - Entity & Actor Integrity
Data Scientist, Product Analytics - Entity & Actor Integrity
Data Scientist role focused on product analytics, entity and actor integrity, with a focus on account security and adversarial analysis.
About the role
As a Data Scientist, Product Analytics - Entity & Actor Integrity, you will be responsible for developing and implementing data-driven solutions to ensure the integrity of entities and actors in our product analytics platform. You will work closely with cross-functional teams to design and deploy machine learning models that detect anomalies and mitigate bias. Your expertise in classification and adversarial analysis will be crucial in identifying and addressing potential security threats. You will also collaborate with data engineers to develop and maintain data pipelines that support our analytics platform.
Key Responsibilities
- Develop and deploy machine learning models for anomaly detection and bias mitigation.
- Collaborate with cross-functional teams to design and implement data-driven solutions for entity and actor integrity.
- Work with data engineers to develop and maintain data pipelines that support our analytics platform.
- Design and implement classification models to identify potential security threats.
- Conduct adversarial analysis to identify potential vulnerabilities in our product analytics platform.
Requirements
- PhD or Master's degree in Computer Science, Statistics, or related field.
- 5+ years of experience in data science, machine learning, or related field.
- Expertise in Python, machine learning, and data engineering.
- Strong understanding of classification, anomaly detection, and bias mitigation techniques.
- Experience with cloud-based data platforms, such as AWS.
Skills
pythonmachine learninganomaly detectionbias mitigationclassification