Senior Machine Learning Engineer

6 days ago

Old Toronto, Ontario, Canada The Institute for Performance and Learning Full time
About The Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our Message Detection Decisioning team. As a key member of our team, you will play a critical role in building an extremely precise Detection Engine that can operate on hundreds of millions of messages at milliseconds latency.

Our team is responsible for solving a multi-layered detection problem, which involves modeling communication patterns to establish enterprise-wide baselines, incorporating these patterns as robust signals, and combining these signals with contextual information to create extremely high precision systems. You will design and implement systems that combine rules, models, feature engineering, and business and product inputs into an email detection product.

Key Responsibilities:

  • Design and implement systems that combine rules, models, feature engineering, and business and product inputs into an email detection product.
  • Identify and recommend new features groups or ML model approaches that can significantly improve detection efficacy for a product.
  • Understand features that distinguish safe emails from email attacks, and how our detector stack enables us to catch them.
  • Be the expert in main detection pipelines and decision data flow to be able to drive debugging in systematic degradations caused by bad detectors.
  • Writes code with testability, readability, edge cases, and errors in mind.
  • Train models on well-defined datasets to improve model efficacy on specialized attacks.
  • Actively monitor and improve False Positive rates and efficacy rates for our message detection product attack categories, through feature engineering, rules and ML modeling.
  • Analyze False Negative and False Positive datasets to categorize capability gaps and recommend short term feature and rule ideas to improve our detection efficacy.
  • Contribute in other areas of the stack: building and debugging data pipelines, or presenting results back to customers in our tools when the occasion arises.

Requirements:

  • Track record of success in translating business requirements into scalable, maintainable systems with a bias toward simpler but iterative systems.
  • 4+ Experience with production ML systems - understands the pillars of a modern ML stack and the development, maintenance and tuning processes of ML models.
  • Uses a systematic approach to debug both data and system issues within ML / heuristics models.
  • Fluent with Python and machine learning libraries like numpy and scikit-learn.
  • Experience with data analytics and wielding SQL+pandas+spark framework to both build data and metric generation pipelines, and answer critical questions about system efficacy or counterfactual treatments.
  • Independently responsible for the entire lifecycle of projects or features including eng design, development, and deployment.
  • Works well with other stakeholders - has worked with cross-functional teams to drive projects over the finish-line.
  • Machine learning academic background (Bachelor's degree in Computer Science or related fields).

Nice to Have:

  • MS degree in Computer Science, Electrical Engineering or other related engineering field
  • Experience with big data or statistics
  • Familiarity with cyber security industry

This Position Is Not:

  • A role focused on optimizing existing machine learning models
  • A research-oriented role that's two-steps removed from the product or customer
  • A statistics/data science meets ML role

#LI-RT1

#J-18808-Ljbffr

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Ontario, Canada Waabi Full time

    Join Waabi's Team of InnovatorsWaabi is a pioneering AI company revolutionizing self-driving technology. We're seeking a highly skilled Senior/Staff Machine Learning Engineer to contribute to the development of our next-generation autonomy software.About the Role:We're looking for a talented engineer to join our multidisciplinary team of experts in AI,...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Ontario, Canada Waabi Full time

    Join Waabi's Team of InnovatorsWaabi is a pioneering AI company revolutionizing self-driving technology. We're seeking a highly skilled Senior/Staff Machine Learning Engineer to contribute to the development of our next-generation autonomy software.About the Role:We're looking for a talented engineer to join our multidisciplinary team of experts in AI,...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Ocado group Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Developer to join our Software Product Engineering team at Ocado Group. As a key member of our team, you will be responsible for designing, adapting, and maintaining machine vision deep learning solutions that integrate with complex hardware components within robotic pick-and-place...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Ocado group Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Developer to join our Software Product Engineering team at Ocado Group. As a key member of our team, you will be responsible for designing, adapting, and maintaining machine vision deep learning solutions that integrate with complex hardware components within robotic pick-and-place...

  • Senior Machine Learning Engineer

    6 days ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead our team in developing cutting-edge AI solutions. As a key member of our technical team, you will be responsible for designing, developing, and deploying machine learning models that drive business growth and customer satisfaction.Key ResponsibilitiesCollaborate with...

  • Senior Machine Learning Engineer

    6 days ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead our team in developing cutting-edge AI solutions. As a key member of our technical team, you will be responsible for designing, developing, and deploying machine learning models that drive business growth and customer satisfaction.Key ResponsibilitiesCollaborate with...

  • Senior Machine Learning Engineer

    3 weeks ago

    Old Toronto, Ontario, Canada Loblaw Digital Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Loblaw Digital. As a key member of our engineering team, you will be responsible for designing, developing, and deploying advanced machine learning models and algorithms to solve complex business problems.Key ResponsibilitiesLead the design, development, and...

  • Senior Machine Learning Engineer

    3 weeks ago

    Old Toronto, Ontario, Canada Loblaw Digital Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Loblaw Digital. As a key member of our engineering team, you will be responsible for designing, developing, and deploying advanced machine learning models and algorithms to solve complex business problems.Key ResponsibilitiesLead the design, development, and...

  • Senior Machine Learning Engineer

    3 days ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead our team in developing cutting-edge AI solutions. As a key member of our technical team, you will be responsible for designing, developing, and deploying machine learning models that drive business growth and customer satisfaction.Key ResponsibilitiesCollaborate with...

  • Senior Machine Learning Engineer

    4 days ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead our team in developing cutting-edge AI solutions. As a key member of our technical team, you will be responsible for designing, developing, and deploying machine learning models that drive business growth and customer satisfaction.Key ResponsibilitiesCollaborate with...

  • Senior Machine Learning Engineer

    3 weeks ago

    Toronto, Ontario, Canada Talent Seed Full time

    Senior Machine Learning EngineerTalent Seed is seeking a highly skilled Senior Machine Learning Engineer to join our team in Riyadh, KSA. As a key member of our AI platform, you will design, develop, and deploy advanced machine learning solutions across various domains, including NLP, LLMs, Recommender engines, and Anomaly detection.Key...

  • Senior Machine Learning Engineer

    3 weeks ago

    Toronto, Ontario, Canada Talent Seed Full time

    Senior Machine Learning EngineerTalent Seed is seeking a highly skilled Senior Machine Learning Engineer to join our team in Riyadh, KSA. As a key member of our AI platform, you will design, develop, and deploy advanced machine learning solutions across various domains, including NLP, LLMs, Recommender engines, and Anomaly detection.Key...

  • Senior Machine Learning Engineer

    3 weeks ago

    Toronto, Ontario, Canada Talent Seed Full time

    Senior Machine Learning EngineerTalent Seed is seeking a highly skilled Senior Machine Learning Engineer to join our team in Riyadh, KSA. As a key member of our AI platform, you will design, develop, and deploy advanced machine learning solutions across various domains, including NLP, LLMs, Recommender engines, and Anomaly detection.Key...

  • Senior Machine Learning Engineer

    3 weeks ago

    Toronto, Ontario, Canada Talent Seed Full time

    Senior Machine Learning EngineerTalent Seed is seeking a highly skilled Senior Machine Learning Engineer to join our team in Riyadh, KSA. As a key member of our AI platform, you will design, develop, and deploy advanced machine learning solutions across various domains, including NLP, LLMs, Recommender engines, and Anomaly detection.Key...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead the development of cutting-edge AI solutions. As a key member of our team, you will be responsible for designing, developing, and deploying scalable machine learning models that drive business value.Key ResponsibilitiesCollaborate with cross-functional teams to design and...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Xtract One Full time

    About the RoleXtract One is seeking a seasoned Senior Machine Learning Engineer to lead the development of cutting-edge AI solutions. As a key member of our team, you will be responsible for designing, developing, and deploying scalable machine learning models that drive business value.Key ResponsibilitiesCollaborate with cross-functional teams to design and...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Ontario, Canada Wave HQ Full time

    About the RoleWe're seeking a highly skilled Senior Machine Learning Engineer to join our team at Wave HQ. As a key member of our AI team, you will play a crucial role in shaping the future of our AI capabilities by combining traditional machine learning with cutting-edge Generative AI technologies.As a Senior Machine Learning Engineer, you will be...

  • Senior Machine Learning Engineer

    2 weeks ago

    Old Toronto, Ontario, Canada Wave HQ Full time

    About the RoleWe're seeking a highly skilled Senior Machine Learning Engineer to join our team at Wave HQ. As a key member of our AI team, you will play a crucial role in shaping the future of our AI capabilities by combining traditional machine learning with cutting-edge Generative AI technologies.As a Senior Machine Learning Engineer, you will be...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Loblaw Digital Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Loblaw Digital. As a key member of our engineering team, you will be responsible for designing, developing, and deploying advanced machine learning models and algorithms to solve complex business problems.Key ResponsibilitiesLead the development and deployment...

  • Senior Machine Learning Engineer

    4 weeks ago

    Old Toronto, Ontario, Canada Loblaw Digital Full time

    About the RoleWe are seeking a highly skilled Senior Machine Learning Engineer to join our team at Loblaw Digital. As a key member of our engineering team, you will be responsible for designing, developing, and deploying advanced machine learning models and algorithms to solve complex business problems.Key ResponsibilitiesLead the development and deployment...