Principal Machine Learning Engineer

Toronto, Ontario, Canada

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Streaming, Media, BiotechnologyIndustries

Requirements

Candidates must have 10+ years of industry experience in Machine Learning, with an MSc or Ph.D. in Computer Science, Machine Learning, Statistics, Mathematics, or a related field. Expertise in deep learning technologies for recommendation systems, including TensorFlow, PyTorch, or similar frameworks, is required. Proficiency in building and deploying full-stack machine learning pipelines, including data extraction, data mining, model training, feature development, testing, and deployment, is essential. A solid understanding of statistical concepts such as hypothesis testing, regression analysis, and performance evaluation metrics for machine learning is also necessary. The ability to perform deep dives into individual components and systems, as well as understand the overall architecture of machine learning solutions, is expected.

Responsibilities

The Principal Machine Learning Engineer will lead the design, development, and implementation of advanced recommendation systems and algorithms for a global audience. Responsibilities include conducting deep dives into algorithmic components and systems to ensure optimal performance and scalability, and building and deploying robust ML pipelines. The role involves continuously monitoring, evaluating, and optimizing deployed models to meet business goals and enhance user experiences. Collaboration with Product, Engineering, and Content teams to align on product requirements and deliver machine learning-driven solutions is also a key aspect of the position.

Skills

Machine Learning

Recommendation Systems

Algorithm Design

ML Pipelines

Model Training

Model Deployment

Scalability

Python

Deep Learning

Data Science

Tubi

Free ad-supported movie and TV streaming

About Tubi

Tubi provides a free streaming service that allows users to watch a large selection of movies and TV shows without any subscription fees. The platform operates on an ad-supported model, meaning that while users can access content for free, they will see advertisements during their viewing. This approach makes Tubi appealing to individuals who are looking for quality entertainment without the costs associated with services like Netflix or Hulu. Tubi primarily targets a diverse audience, including budget-conscious consumers and those who prefer streaming over traditional cable TV. Currently, Tubi operates in the United States and is working on meeting GDPR requirements to expand into European markets. The company's goal is to offer accessible entertainment while generating revenue through advertising partnerships.

San Francisco, CaliforniaHeadquarters

2014Year Founded

$73MTotal Funding

ACQUISITIONCompany Stage

Consumer Goods, EntertainmentIndustries

201-500Employees

Benefits

Compensation - Every employee is paid a competitive & equitable salary.

Benefits - We offer generous coverage for health, dental, vision, and more for you and your dependents.

Parental Leave Program - We are proud to support growing families of all shapes and sizes and types. We welcome each new addition with generous paid time off to bond with your new addition.

Wellness - Tubi cares about your well being inside and out. That’s why we offer multiple coverage options for mental and physical well being for you and your family as well as a fitness stipend.

Tuition Reimbursement Program - Your professional growth and development are important to Tubi and we’re here to support you.

401(k) Match - Investing in your future is important to us. From our highly-rated retirement savings matches to financial advisors and planning services, we offer many resources to help keep you financially fit.

Risks

'Scenes' may struggle to differentiate from TikTok and Instagram Reels.

UK expansion faces regulatory and competitive challenges from local streaming services.

Past perceptions of Tubi as a 'scam' may hinder brand trust and growth.

Differentiation

Tubi offers a vast library of free, ad-supported content, unlike subscription services.

The 'Scenes' feature provides TikTok-style clips to enhance content discovery.

Tubi's partnerships with creators like Issa Rae boost its appeal to diverse audiences.

Upsides

Growing interest in ad-supported streaming boosts Tubi's user base and ad revenue.

The 'Scenes' feature aligns with the trend of short-form video consumption.

Tubi's potential European expansion opens new markets and revenue streams.

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