We are looking for experienced Senior Machine Learning Product Engineers (Sr. MLPE) who have worked under tight deadlines and on challenging tasks. The ideal candidate is a master of coding and system design. They also are experts in data engineering and/or machine learning.The candidate will be the go-to person for data and model delivery. They will lead and coordinate efforts of members on the MLPE team to ensure best engineering practice in our systems. The candidate will interact with machine learning scientists, the infrastructure team and data sources team to develop systems that will satisfy the needs of machine learning projects.What are your main responsibilities?Lead the design and implementation of complex data-centric solutions, including extremely complex and large data set verification, transformation and feature generation, to ensure continuous high-quality input for the model developmentLead the design and implementation of model delivery systems, including inference pipeline, automatic model validation reports generation, automatic model performance monitoring and model retraining,
to ensure quick model productionization and reliable production systemGo-to person for data and model delivery within Layer 6Lead and mentor Machine Learning Product Engineers to ensure best engineering practice in our systems.Required Technical SkillsBSc+ in Computer Science, Math, Physics, or similar5+ years of extensive programming experience, at least 3 years in building production data systems3+ years experience of building machine learning production systemExpert level skills in system designExpert in Big Data technologies and frameworks including but not limited to Hadoop, MapReduce, Spark, Cassandra, Kafka, ElasticsearchStrong knowledge of Machine Learning and Deep LearningPractical expertise in performance tuning, bottleneck problems analysis, and troubleshootingExperience with Big Data solutions developed in large cloud computing infrastructures such as Azure and AWSStrong experience with Scala and Java 8Nice to have SkillsC++, Python experienceBenefitsEntrepreneurial and inclusive cultureExcellent health coverage and pension planFour weeks paid vacationCatered lunches twice a week over machine learning talks #J-18808-Ljbffr
📌 Sr. Machine Learning Product Engineer – Tech Lead (Toronto)
🏢 Layer 6 AI
📍 Toronto
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