Staff Data Scientist
Company: Intuit
Location: San Diego
Posted on: January 15, 2021
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Job Description:
OverviewIntuit is looking for innovative and hands-on Staff Data
scientist to join the Intuit AI team.This team embeds artificial
intelligence and machine learning into our product portfolio and
business to create smarter products, improve anti-fraud and
security, and enhance customer care. We aim to save our customers
time ("Never enter data"), increase their prosperity by making
actionable financial recommendations, and enable them to have
complete confidence in our productsWhat you'll bring* 4+ years of
industry experience with data science* BS, MS or PhD in Statistics,
Mathematics, Computer Science, Economics, Operations Research, or
equivalent* 4+ years of hands-on expertise with data mining and
statistical modeling techniques such as clustering, classification,
regression, tree-based methods, neural nets, support vector
machines, anomaly detection, and natural language processing*
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*
communityHow you will lead* Excellent leadership and communication
skills to influence teams and to evangelize data science across the
organization* Perform hands-on data analysis and modeling with huge
data sets* Apply data mining, NLP, and machine learning (both
supervised and unsupervised) to improve relevance and
personalization algorithms* Work side-by-side with product
managers, software engineers, and designers in designing
experiments and minimum viable products* Discover data sources, get
access to them, import them, clean them up, and make them
"model-ready". You need to be willing and able to do your own ETL*
Create and refine features from the underlying data. You'll enjoy
developing just enough subject matter expertise to have an
intuition about what features might make your model perform better,
and then you'll lather, rinse and repeat* Run regular A/B tests,
gather data, perform statistical analysis, draw conclusions on the
impact of your optimizations and communicate results to peers and
leaders* Explore new design or technology shifts in order to
determine how they might connect with the customer benefits we wish
to deliver* Communicate key analytic findings within the business
and to senior stakeholders* Research, explore, and enable new
quantitative techniques and technologies in data science
Keywords: Intuit, San Diego , Staff Data Scientist, Other , San Diego, California
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