Job Description
DESCRIPTION:
Duties: Design and develop machine learning solutions for security platforms. Design, develop, and deploy models to enforce least privilege access principles. Analyze model performance and implement incremental prediction improvements based on feedback. Process large datasets for exploration, standardization, cleansing, and feature engineering. Perform machine learning operations and deploy models to production for prediction services. Ensure applications meet security and compliance requirements. Implement infrastructure as code and manage infrastructure deployment for data science workloads. Identify and resolve application vulnerabilities and maintain compliance standards.
QUALIFICATIONS:
Minimum education and experience required: Master's degree in Applied Computer Science, Computer Science, Data Science, or related field plus 3 years of experience in the job offered or as Data Scientist, Software Engineer, or related occupation. The employer will alternatively accept a Bachelor's degree in Applied Computer Science, Computer Science, Data Science, or related field plus 5 years of experience in the job offered or as Data Scientist, Software Engineer, or related occupation.
Skills Required: This position requires three (3) years of experience with the following: performing data exploration, transformation, aggregation, statistical analysis, and data cleansing using Python, Jupyter Notebook, SQL, pandas, and PySpark; designing and developing data science models using Python and machine learning libraries, including Scikit-learn, TensorFlow, including PyTorch; performing data science development using AWS cloud-based tools, including S3, SageMaker, and EMR; performing machine learning operations and deploying models to production using CI/CD tools such as Jenkins and AWS services such as SageMaker; implementing infrastructure as code using Terraform to create AWS resources, including S3 and EMR; developing RESTful APIs using FastAPI or Flask to serve data science models.
Job Location: 8181 Communications Pkwy, Plano, TX 75024.
Full-Time.
About the Team
Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we're setting our businesses, clients, customers and employees up for success.
