Production Data Engineer
CurrentPrincipal Accountabilities:Responsible for data engineering for the machine learning component of RAP (predictive algorithm used for Resource Allocation Program at Technical Safety BC)Responsible for developing and maintaining critical data infrastructures to support machine learning processes and expand data science platform and tools.Responsible for selecting and integrating any Big Data tools and frameworks required to provide requested capabilities such as TensorflowResponsible for monitoring performance and advising any necessary infrastructure changes through automationCreation of version control and roll back strategy of the machine learning processesApply leadership and promote value of data science to help make sound safety decisions.Able to communicate and collaborate effectively with BI team to support various BI development projectsWork with multiple, complex data sources such as social media APIs and other open source APIsDesign, build, implement & test machine learning models, and ship deployment-ready versions into productionIdentify and implement new data sources/patterns that add significant lift to machine learning modelsDevelop innovative solutions to hard machine learning problemsAble to conduct independent research