Senior Data Scientist
Company: Intuit
Location: San Diego
Posted on: June 24, 2022
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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