Data Scientist Level V
3 weeks ago
Job Summary:
ACL Digital is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for building and maintaining Client/Stats models through the full model development lifespan. This includes data acquisition decisions, featurization, focusing labeling resources, model training, experimentation, productionalization, and monitoring.
Key Responsibilities:
Develop and maintain Client/Stats models using scientific computing languages and big data knowledge. Experience with common machine learning algorithms and big data tools such as Python, SQL, Hive, Hadoop, Spark, etc. is required. The ideal candidate will have expertise in data manipulation, integration, processing, and interrogation of large datasets. Additionally, experience with source control tools such as GitHub and related CI/CD processes is necessary.
Requirements:
10+ years of experience in data science and machine learning. Strong understanding of statistical probability distributions, bias, error, and power as well as sampling and resampling methods. Ability to tackle ambiguous and undefined problems and thrive with minimal oversight and process. Strong communication and discussion skills to communicate complex topics with technical and non-technical audiences.
Preferred Skills:
Experience with Generative AI, security software development, and real-time data processing. 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. Disseminate intelligence gathered to other safety stakeholders and executive decision makers.
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