Sr. Machine Learning Engineer (Recommendation Systems) at Philo

San Francisco, California, United States

Philo Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Entertainment, SoftwareIndustries

Requirements

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.

Responsibilities

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.

Skills

Machine Learning
Recommendation Systems
Algorithm Design
Model Optimization
Data Extraction
Feature Engineering
Model Training
Model Deployment
Scalability
Robustness

Philo

Subscription-based streaming service for TV channels

About Philo

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.

San Francisco, CaliforniaHeadquarters
2011Year Founded
$151.5MTotal Funding
SERIES_DCompany Stage
Consumer Software, EntertainmentIndustries
51-200Employees

Benefits

Health Insurance
Dental Insurance
Vision Insurance
401(k) Retirement Plan
401(k) Company Match
Flexible Work Hours
Paid Vacation
Paid Sick Leave
Paid Holidays
Parental Leave
Unlimited Paid Time Off
Family Planning Benefits
Fertility Treatment Support
Professional Development Budget
Conference Attendance Budget
Home Office Stipend
Phone/Internet Stipend
Wellness Program
Gym Membership
Commuter Benefits
Employee Discounts
Company Social Events

Risks

Rising content acquisition costs may challenge Philo's low-cost subscription model.
Increased competition from services like Peacock and HBO Max threatens Philo's market share.
Dependence on third-party platforms like Vizio could limit Philo's app availability.

Differentiation

Philo offers a cost-effective alternative to traditional cable with over 60 channels.
The service includes unlimited DVR and multi-device streaming, enhancing user flexibility.
Philo's focus on entertainment channels caters to niche content demand.

Upsides

Philo's partnership with Dish Media expands its addressable advertising reach to over 1 million households.
The addition of new channels like Me TV Plus aligns with growing interest in niche content.
Philo's launch on Vizio smart TVs taps into the 80% smart TV household market.

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