Principal ML Data Engineer
Job Description
Description
Rumble is a high-growth neutral video platform that is creating the rails and independent infrastructure designed to be immune to cancel culture. Rumble’s mission is to restore the Internet to its roots by making it free and open once again.
What you will do:
Rumble is seeking an experienced Principal ML Data Engineer who will be responsible for setting requirements for data collection, preprocessing, analyzing large amounts of data, building/deploying models and algorithms capable of learning and predicting future data points.
In this key role, you will be responsible for:
- Analyze large amounts of data to discover trends and patterns to develop a KPI-driven solution.
- Identify valuable data sources, set requirements, and assist in implementation.
- Preprocess 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.
- Train and retrain ML systems and models as needed.
- Assist in managing ML-specific servers, infrastructure, and VMs.
- Other duties as assigned.
Required Qualifications:
- 5+ years of expert-level experience in programming languages such as Python, Java, or C++.
- 3+ years working with Linux-based operating systems, including administrative tasks.
- 2+ years building machine learning models for business applications and KPIs.
- Experience in algorithm and model development for large-scale applications.
- Extensive knowledge of deep neural networks and recommendation systems, including CNNs, RNNs, large language models, and collaborative filtering.
- Experience with MLOps to design, implement, and manage scalable deployment pipelines.
- Strong problem-solving, algorithm design, and complexity analysis skills.
- Excellent communication and presentation skills, capable of explaining complex mathematical concepts to non-experts.
Preferred Qualifications:
- Experience contributing to or maintaining open-source projects.
- Experience with SQL, ClickHouse, Kafka, and Redis.
Desired Qualifications:
- Peer-reviewed scientific contributions are a plus.
- Understanding of network concepts.
- Experience with online video and ad technologies.
Why Our Team Loves Working Here:
- We make a significant impact for our video creator community.
- Challenging the status quo and competing against Big Tech motivates us.
- We innovate quickly and aim to win.
- We offer competitive salaries and great benefits.
EEO Statement:
Rumble is an equal opportunity employer. We promote diversity and inclusion and participate in the E-Verify program.
Physical demands:
Prolonged sitting, communication, and occasional lifting up to 15 pounds. Specific vision requirements apply.
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Company
Rumble
Location
Toronto
Country
Canada
Salary
150.000
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