Principal ML Data Engineer at Rumble

Sarasota, Florida, United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, MediaIndustries

Requirements

5+ years of combined expert level experience using one or more of the following languages: Python, Java, or C++
3+ years working with, running and performing administrative tasks on Linux based operating systems
2+ years of experience building machine learning models for business application and KPIs
Algorithm and model development and execution experience for large-scale applications
Extensive knowledge and practical experience in deep neural networks and other recommendation systems, including convolutional neural networks (CNNs), recurrent neural networks (RNNs), residual neural networks and collaborative filtering techniques
Experienced in MLOps to design, implement, and manage scalable pipelines for model deployment, monitoring, and continuous improvement in production environments
Strong fundamentals in problem solving, algorithm design and complexity analysis
Superior verbal and written communication and presentation skills, ability to convey rigorous mathematical concepts and considerations to non-experts
Preferred Qualifications
Experience contributing, working with, or maintaining open-source projects
Experience working with any or all of the following: SQL, ClickHouse, Kafka and Redis
Desired Qualifications
Significant peer reviewed scientific contributions in premier journals and conferences
Understanding of network concepts
Working experience with online video, and ad technologies

Responsibilities

Analyze large amounts of data to discover trends and patterns to develop a KPI driven solution
Identify valuable data sources and set requirements, and assist in the implementation
Undertake and execute preprocessing of structured and unstructured data
Build / deploy predictive models and machine-learning algorithms from the ground up
Propose solutions and strategies to business challenges and KPIs
Collaborate with engineering and product development teams
Training and retraining ML systems and models as needed
Assist in the management and running of ML specific servers / infrastructure / VMs
Other duties, as assigned

Skills

Python

Java

C++

Linux

MLOps

CNN

RNN

Collaborative Filtering

Deep Neural Networks

Recommendation Systems

Predictive Models

Rumble

Platform for content creators' monetization

About Rumble

Rumble provides a platform for content creators to express themselves freely and monetize their work without the influence of corporate advertisers. The platform offers services such as cloud computing, video storage, and a video player, which help creators manage and distribute their digital content securely. Unlike traditional social media platforms, Rumble focuses on a subscription-based revenue model, allowing creators to earn directly from their audience while maintaining control over their content. This approach attracts individual creators, influencers, and small to medium-sized enterprises who value independence and freedom of expression. Rumble aims to foster an open internet where diverse ideas can be shared without fear of censorship.

Toronto, CanadaHeadquarters

2013Year Founded

$97.3MTotal Funding

IPOCompany Stage

Consumer Software, Social Impact, EntertainmentIndustries

201-500Employees

Risks

Association with controversial figures may deter mainstream advertisers from Rumble.

Tether's financial scrutiny could attract regulatory attention towards Rumble.

Subscription reliance may be challenged during economic downturns affecting consumer spending.

Differentiation

Rumble offers a platform focused on free expression and creator independence.

The company provides subscription-based revenue, bypassing traditional corporate advertisers.

Rumble's technology resists cancel culture, appealing to creators valuing content control.

Upsides

Tether's $775M investment boosts Rumble's financial growth and market confidence.

Rumble Premium's exclusive features could increase subscriber base and revenue.

Partnership with Tether may lead to innovative crypto payment solutions for creators.

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