Senior MLOps Engineer – Real-Time Decisioning

This is a fully remote position, open to applicants in Canada.

📋 Description

• Collaborate with machine learning scientists to implement models within Databricks and AWS.

• Develop, monitor, and enhance automated pipelines for training, testing, and deployment processes.

• Set standards for model versioning, automated testing, release controls, and performance monitoring.

• Design and scale infrastructure for model serving to fulfill latency, reliability, and cost requirements.

• Lead investigations and resolve intricate production issues throughout the machine learning lifecycle.

• Document repeatable workflows, assess designs and code, and guide colleagues in MLOps best practices.

• Create and manage dashboards to monitor model performance, reliability, and infrastructure costs.

• Share ownership of MLOps practices at Fluent Media.

• Establish guidelines for model deployment, serving, scaling, and infrastructure efficiency.

• Ensure models enable accurate ad selection through dependable production systems at an optimal service cost.

• Work in conjunction with Data Engineering and Product teams.

⛳️ Requirements

• Must be based in Canada.

• Significant experience with Databricks (preferred) and AWS-based machine learning workflows.

• Proficient in Python, SQL, PySpark, and associated machine learning and data engineering tools.

• Familiarity with machine learning lifecycle management tools such as MLflow and Delta Live Tables.

• Established ownership of architecture and operations for real-time, low-latency relevance models and serving endpoints.

• Practical experience with CI/CD, automated testing, and monitoring systems.

• Capability to independently tackle production challenges and collaborate effectively with machine learning scientists, engineers, and product teams.

• Experience in reviewing pull requests, defining engineering standards, and mentoring peers.

• Fluent recruiters will exclusively reach out via LinkedIn or email using an @fluentco.com domain.

🏝️ Benefits

• Competitive salary.

• Numerous opportunities for career and professional advancement.

• Comprehensive health, dental, and vision insurance.

• Pre-tax savings plans and transit/parking programs.

• 401K plan with a competitive employer match.

• Volunteer and philanthropic opportunities throughout the year.

• Educational and social events.

• Fully stocked kitchen.

• Catered breakfast and lunch.

• Engaging events filled with activities.

• Recreational sports leagues.

• Networking opportunities with She Runs It.

• Quarterly outings to baseball games, upscale dinners, and pizza-making classes.

• Bonus compensation.