Machine Learning Engineer, Ads
7 months ago
Remote, Canada
Mid Level / Senior
H1B Sponsor
Responsibilities
- Design, build, and deploy industrial-level machine learning models for ad ranking, bidding, and optimization.
- Take full ownership of the ML lifecycle from ideation to production.
- Perform systematic feature engineering to enhance model performance.
- Collaborate with product managers, data scientists, and engineers to create effective ML solutions.
- Build robust monitoring, alerting, and automated retraining pipelines for ML systems.
- Research new algorithms and contribute to the team's strategy and roadmap.
Requirements
- At least 3+ years of experience in training, evaluating, and deploying machine learning models in production.
- Proficient in programming languages like Python or Scala and knowledgeable in software development best practices.
- Hands-on experience with major ML frameworks such as TensorFlow or PyTorch.
- Ability to work effectively with cross-functional teams to translate business needs into technical solutions.
- Proven track record of using machine learning to drive KPI wins and solve complex problems.
Tech Stack
Apache KafkaApache SparkPythonPyTorchScalaTensorFlow
Categories
AI & MLData Science