Senior Machine Learning Engineer
2 weeks ago
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 development Lead 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 fast model productionization and reliable production system Go-to person for data and model delivery within Layer 6 Lead and mentor Machine Learning Product Engineers to ensure best engineering practice in our systems. RequirementsRequired Technical Skills BSc+ in Computer Science, Math, Physics, or similar 5+ years of extensive programming experience, at least 3 years in building production data systems 3+ years experience of building machine learning production system Expert level skills in system design Expert in Big Data technologies and frameworks including but not limited to Hadoop, MapReduce, Spark, Cassandra, Kafka, Elasticsearch Strong knowledge of Machine Learning and Deep Learning Practical expertise in performance tuning, bottleneck problems analysis, and troubleshooting Experience with Big Data solutions developed in large cloud computing infrastructures such as Azure and AWS Strong experience with Scala and Java 8 Nice to have Skills C++, Python experience Additional InformationBenefits Entrepreneurial and inclusive culture Excellent health coverage and pension plan Four weeks paid vacation Catered lunches twice a week over machine learning talks
LI-HybridHours37.5InclusivenessAt TD, we are committed to fostering an inclusive, accessible environment, where all employees and customers feel valued, respected and supported. We are dedicated to building a workforce that reflects the diversity of our customers and communities in which we live and serve. If you require an accommodation for the recruitment/interview process (including alternate formats of materials, or accessible meeting rooms or other accommodation), please let us know and we will work with you to meet your needs.
JOB TYPE
Work Day:Full Time
Employment type:Permanent Job
Salary:Negotiable
JOB REQUIREMENTS
Minimal experience:Unspecified
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