About the role
TL;DR
Build models and data products from prototype to production.
- •We're looking for a Data Scientist to build models and data products that make it all the way to production from generative models on mixed data sources to subscriber-behavior predictions and new models for TV providers (MVPDs).
- •Key Responsibilities Build models and data products that make it all the way to production from generative models on mixed data sources to subscriber-behavior predictions and new models for TV providers (MVPDs).
- •Dig into large, messy datasets to find the trends and patterns that turn into shipped features, and add the functions, classes, and tools to our core Python data science library that the rest of the team builds on.
- •Take on Antenna R&D work: explore new datasets and methods to answer real business questions and present what you find to senior stakeholders.
- •Requirements 2+ years of experience building machine learning models and data products in Python, with the engineering skills to take them from prototype to production.
- •Expert in Python with strong object-oriented design, software system design, and experience building high-quality, testable, production-grade code.
- •Hands-on experience with deep learning frameworks (PyTorch or TensorFlow), plus a deep understanding of machine learning concepts, the end-to-end model development lifecycle, and MLOps principles.
Required skills
PythonTensorFlowPyTorchscikit-learnPandasNumPySQLGoogle CloudDockerCloud RunGKEBigQueryCI/CDAnsiblePrometheus
Nice-to-have skills
SparkJenkinsPostmanREST APIAsanaExcelPowerPoint
Domain expertise
media
Tech stack
PythonTensorFlowPyTorchscikit-learnPandasNumPySparkSQLGoogle CloudDockerCloud RunGKEBigQueryCI/CDGitHub ActionsJenkinsAnsiblePrometheusGrafanaGitLinuxJiraConfluencePostmanREST APISlackAsanaExcelPowerPoint
