AI / Machine Learning Engineer II
Gen Digital Inc.Consumer Cyber company
Mountain View, United StatesMid
Data & AI
About the role
TL;DR
Build and deploy machine learning systems to drive customer growth and value.
- •Our team is a core part of Gen’s AI transformation, building machine learning systems to improve customer growth, retention, personalization, and long-term customer value.
- •This role focuses on applied machine learning, experimentation, and business-impact modeling to personalize customer decisions across various touchpoints.
- •Key Responsibilities End-to-end ML ownership from data preparation to production deployment and optimization.
- •Deploy and operate scalable ML solutions with robust MLOps workflows.
- •Design and analyze experiments (A/B tests, holdouts) to measure business outcomes.
- •Build advanced models for propensity, response, uplift, recommendations, and customer value.
- •Partner with cross-functional teams to integrate models into production systems.
- •Requirements Five or more years of professional experience in applied machine learning, data science, or ML engineering.
- •Experience building and evaluating models using large-scale behavioral, transactional, or customer data.
- •Experience designing experiments, defining success metrics, and measuring incrementality.
- •Experience deploying and operating production ML systems, including MLOps workflows.
- •Strong Python skills and hands-on experience with ML frameworks.
Required skills
PythonSQLBigQuerySparkscikit-learnAWSGoogle CloudAzureDockerKubernetesCI/CDA/B Testing
Nice-to-have skills
TensorFlowPyTorch
Domain expertise
cybersecurityfintech
Tech stack
PythonSQLBigQuerySparkTensorFlowPyTorchscikit-learnAWSGoogle CloudAzureDockerKubernetesCI/CD