Comcast Advertising is driving the TV advertising industry forward by developing machine learning algorithms and models for digital and linear advertising
Requirements
- Keras
- TensorFlow
- PyTorch
- Spark
- Python
- Scala
- AWS services, including EMR and Sagemaker
- MLFlow
- Concourse
- Github
- Terraform
- Databricks platform
Responsibilities
- Contribute to a team responsible for developing machine learning (ML) algorithms, models, and data pipelines for digital and linear advertising, using Keras, TensorFlow, PyTorch, Spark, Python, and Scala within an Agile development environment
- Deploy ML models using AWS services, including EMR and Sagemaker
- Ensure ML model governance and measure ML model drifts using Python and MLFlow
- Build and maintain CI/CD pipelines for ML use cases using Concourse, Github and Terraform
- Use the Databricks platform for data analytics
- Create feature stores using Databricks features including Feature Store, Delta Tables and Online Table Store
- Identify data drift and model degradation over time and create necessary alerts to proactively address issues with deployed models
Other
- Master’s degree (or foreign equivalent) in Computer Science, Statistics, Data Science, Analytics, or any related technical or quantitative field
- One (1) year of experience developing machine learning (ML) algorithms, models, and data pipelines
- 100% remote work eligible
- Comprehensive benefits package
- Equal opportunity workplace
