Data Scientist Level V

4 weeks ago


San Jose, California, United States ACL Digital Full time
Job Title: Data Scientist Level V

Job Summary:
We are seeking a highly skilled Data Scientist to join our team at ACL Digital. The ideal candidate will have a strong background in machine learning and data analysis, with experience in building client models and working with large datasets.

Responsibilities:
Develop and maintain client/stats models through the full model development lifespan, from data acquisition decisions through featurization, focusing labeling resources, model training, experimentation, productionalization, and monitoring. Develop skills in the application of scientific methods to practical problems through exploratory data analysis, hypothesis testing, and data visualization to reach robust conclusions. Maintain data quality and support data access. Experience with source control tools such as GitHub and related CI/CD processes. Ability to tackle ambiguous and undefined problems and thrive with minimal oversight and process. Ability to communicate and discuss complex topics with technical and non-technical audiences.

Requirements:
Experience with scientific computing language and big data knowledge, including Python, SQL, Hive, Hadoop, Spark, etc. Experience with common machine learning algorithms (SVM, KNN, logistic regression, random forest, XGBoost, Neural Networks, etc.). Experience with security data and fraud detection. Ability to leverage data to inform strategic directions of safety signal development, aid in incident response, automate detection and enforcement, and provide intelligence on ecosystems. Operationalize and evolve Threat Detections metrics that measure the impact of our targeted enforcement. Feel comfortable with analyzing and telling stories of security, audit, and network data, and understand the context of monitor systems and threat detection. Disseminate intelligence gathered to other safety stakeholders and executive decision makers.

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