At a Glance
- Tasks: Build and lead innovative recommendation systems using Python and advanced ML techniques.
- Company: Join a forward-thinking tech company focused on enhancing reading experiences.
- Benefits: Competitive salary, flexible work options, and opportunities for professional growth.
- Other info: Collaborative environment with a focus on innovation and career advancement.
- Why this job: Make a significant impact on user experience while working with cutting-edge technology.
- Qualifications: 5+ years in ML or software engineering with experience in production recommender systems.
The predicted salary is between 135000 - 165000 $ per year.
Build recommendation systems for Fable and Everand using Python, learned ranking, and embedding-based retrieval through Scribd Flex. As a Senior Machine Learning Engineer, you will own Fable recommendations and grow into Premium’s technical lead. You will migrate Fable onto Orion’s modern stack while expanding discovery across Scribd’s reading products. The work spans production systems, social signals, experiments, and collaboration with product managers and Orion engineers.
Key Responsibilities:
- Lead Fable’s recommendation migration onto Orion
- Extend rankers, feature store, and embedding retrieval
- Own production quality, latency, cost, and on-call
- Bring social signals into Fable and Everand recommendations
- Design and analyze online experiments
Requirements:
- Five or more years as an ML or software engineer
- Production recommender systems experience
- Large-scale processing with Spark, Databricks, or BigQuery
- AWS or GCP and container deployment experience
- Online experiment design and analysis experience
- Lead recommendation engineering for Fable and Everand with production machine learning, retrieval, ranking, and experimentation expertise.
Senior Machine Learning Engineer Recommendations in Toronto employer: Scribd, Inc.
Scribd, Inc. is an exceptional employer that fosters a dynamic and innovative work culture, perfect for those looking to make a significant impact in the digital marketing landscape. With a strong emphasis on employee growth, you will have access to cutting-edge tools and resources, as well as opportunities to collaborate with talented teams across multiple brands. Located in a vibrant tech hub, Scribd offers a unique environment where creativity thrives, making it an ideal place for passionate professionals to advance their careers.
