Senior ML Engineer - Real-Time Personalization (Remote)

vaga para Senior ML Engineer, Recommendation Systems na Launch Potato; Mississauga; Remote; CAD 100,000 - 130,000; Full time

Job summary

A profitable digital media company is looking for a Senior Machine Learning Engineer specializing in Recommendation Systems. In this role, you will design and optimize ML systems that deliver real-time recommendations across millions of users. Candidates should have a strong background in ranking algorithms, experience with large-scale ML deployments, and proficiency in Python and SQL. This is an opportunity to make a significant impact on user engagement and revenue.

Qualifications

• 5 years building and scaling production ML systems with measurable business impact.
• Experience deploying ML systems serving 100M predictions daily.
• Strong background in ranking algorithms (collaborative filtering, learning-to-rank, deep learning).

Responsibilities

• Drive business growth by building and optimizing the recommendation systems.
• Own the modeling, feature engineering, data pipelines, and experimentation.
• Build and deploy ML models serving 100M predictions per day.

Skills

Building and scaling production ML systems

Fluency in ranking algorithms

Proficiency with Python

Experience with SQL and modern data warehouses

Familiarity with distributed computing

Tools

TensorFlow

PyTorch

Spark

Ray

Job description

A profitable digital media company is looking for a Senior Machine Learning Engineer specializing in Recommendation Systems. In this role, you will design and optimize ML systems that deliver real-time recommendations across millions of users. Candidates should have a strong background in ranking algorithms, experience with large-scale ML deployments, and proficiency in Python and SQL. This is an opportunity to make a significant impact on user engagement and revenue.