Toronto, ON, M5R 1A6, CAN
13 hours ago
Staff AI Scientist
Overview Come join the Consumer Group (CG) AI Team as a Staff Data Scientist. The CG AI team focuses on bringing the top-notch AI features to Intuit’s TurboTax customers for their delight. You will get the chance to lead the work to leverage the cutting-edge AI technologies, as well as collaborate across organizations and functions with our partners in the engineering, product management, analytics and design departments to ensure that we are building a pleasant customer experience, striving for more money, less work and complete confidence for our TurboTax customers. What you'll bring + 5+ years of industry experience with data science + BS, MS or PhD in Statistics, Mathematics, Computer Science, Economics, Operations Research, or equivalent + 5+ years of hands-on expertise in ML paradigms such as Causal-ML, supervised/unsupervised, Online, Bayesian, Reinforcement or Deep Learning. + Proficient in multiple optimization paradigms such as combinatorial optimization, gradient methods, or Bayesian optimization. + Proficient in NLP techniques, Explainable AI, and ML frameworks. + Expertise in modern advanced analytical tools and programming languages such as Python, Scala, Java and/or R. + Efficient in SQL, Hive, SparkSQL, etc. + Comfortable working in a Linux environment + Experience with building end-to-end reusable pipelines from data acquisition to model output delivery + Quick learner, adaptable, with the ability to work independently in a fast-paced environment + Strong oral and written communication skills. Ability to conduct meetings and make professional presentations, and to explain complex concepts and technical material to non-technical users How you will lead + Practices leadership and communication skills to influence teams and to evangelize data science across the organization + Collaborates with stakeholders to define success criteria and align model metrics with business goals. Works side-by-side with product managers, software engineers, and designers in designing experiments and minimum viable products + Leads technical work of a scrum team: initiating and designing model solutions, driving end-to-end architecture designs of the team’s work, and holding the team accountable for high quality code, git, design, costs and implementation standards + Performs hands-on data analysis and modeling with large data sets, including discovering data sources, getting data access, cleaning up data, and making them “model-ready”. You need to be willing and able to do your own ETL and design/build featurization. + Applies data mining, NLP, and machine learning (such as supervised/unsupervised, Causal-ML, Online Learning, Bayesian Learning, Reinforcement Learning, or Deep Learning) to real-world problems and datasets. + Runs A/B tests to draw conclusions on the impact of your team’s work and communicates results to peers and leaders + Communicates with partners to ensure successful delivery and integration of DS solutions. + Proactively researches, explores, and enables new ML technologies. Keeps up with the new developments in academia and industry and considers possible extensions to solve Intuit customer problems. EOE AA M/F/Vet/Disability. Intuit will consider for employment qualified applicants with criminal histories in a manner consistent with requirements of local law.
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