Senior Data Scientist
Company: Intuit
Location: Mountain View
Posted on: May 11, 2022
Job Description:
Overview
Intuit 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 products
What 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
audiences
How you will lead
In 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, Mountain View , Senior Data Scientist, Other , Mountain View, California
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