Senior Product Manager - Recommendations
HungryrootFull Time
Senior (5 to 8 years)
Candidates should have 8+ years of experience in backend engineering and/or data science, with at least 4 years focused on machine learning, and experience with recommendation systems is a significant advantage. Strong coding skills in Python and proficiency with ML frameworks like PyTorch or TensorFlow are essential. Excellent analytical and problem-solving abilities, a proven track record of leading projects and delivering impactful ML solutions, and strong communication and documentation skills are required. Experience with Amazon SageMaker or similar MLOps platforms is also necessary.
The Senior Machine Learning Engineer will lead the development of recommendation systems by designing, building, and optimizing advanced algorithms for SVOD, Live TV, and FAST personalization. They will drive ML innovation at scale by conducting deep dives into models and system components to ensure performance, scalability, and robustness. Responsibilities include owning the ML pipeline through building and maintaining reliable pipelines for data extraction, feature engineering, model training, testing, and deployment. The role involves collaborating with Product, Data Science, and Engineering teams to translate product requirements into ML solutions and deliver measurable improvements in user engagement. Additionally, the engineer will advance deep learning in recommendations by applying frameworks like TensorFlow or PyTorch, conduct rigorous A/B testing and ML experiments, and contribute to the strategic planning of the recommendations roadmap.
Subscription-based streaming service for TV channels
Philo offers a streaming service that gives users access to over 60 popular TV channels, such as A&E, AMC, and Comedy Central. It operates as an alternative to traditional cable subscriptions, allowing consumers to enjoy a variety of entertainment options without the high costs associated with cable. Users can subscribe to Philo on a monthly basis, and the service includes features like unlimited DVR, enabling them to record shows and watch them later. Philo can be accessed on multiple devices, making it convenient for users to watch their favorite programs anywhere. The company aims to provide a cost-effective and flexible viewing experience, appealing to those looking for a simpler way to enjoy television.