Senior 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 Senior
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* BS, MS,
or PhD in an appropriate technology field (Computer Science,
Statistics, Applied Math, Operations Research, etc.)* 1+ years of
industry experience with data science* 1+ years of experience in
modern advanced analytical tools and programming languages such as
R or Python with scikit-learn* Efficient in SQL, Hive, or SparkSQL,
etc.* Comfortable in Linux environment* 1+ years of experience in
data mining algorithms and statistical modeling techniques such as
clustering, classification, regression, decision trees, neural
nets, support vector machines, anomaly detection, recommender
systems, sequential pattern discovery, and text mining* Solid
communication skills: Demonstrated ability to explain complex
technical issues to both technical and non-technical audiencesHow
you will leadIn this role, you'll* 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
Keywords: Intuit, San Diego , Senior Data Scientist, Other , San Diego, California
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