You will build, train, and deploy machine learning models to solve complex business use cases.
Responsibilities
Build and train ML models for use cases including mixed media modeling, ad attribution, personalization, campaign optimization, lead scoring, and budget optimization.
Analyze data to identify and develop new business use cases.
Deploy machine learning models as REST APIs.
Apply clustering, classification, regression, and neural network techniques to data problems.
Required Skills
10+ years of professional experience, with at least 7 years focused on Machine Learning.
Expertise in Python programming.
Advanced data analysis using SQL.
Hands-on experience with TensorFlow, PyTorch, and Scikit-Learn.
Experience working with Neural Networks.
Experience deploying models using Docker and Kubernetes.
Working knowledge of Azure or AWS cloud environments.
Experience deploying models via REST APIs.
Proficiency in libraries such as lightweightmmm and Robyn.
Preferred Skills
Experience in mixed media modeling and marketing attribution.