Intuit
Overview
In this role, you’ll be embedded inside a vibrant team of data scientists. You’ll be expected to help conceive, code, and deploy data science models at scale using the latest industry tools. Important skills include data wrangling, feature engineering, developing models, and testing metrics.
Responsibilities
Discover data sources, get access to them, import them, clean them up, and make them "machine learning ready".
Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
Partner with data scientists to understand, implement, refine, and design machine learning and other algorithms.
Run regular A/B tests, gather data, perform statistical analysis, and draw conclusions on the impact of your models.
Work cross‑functionally with product managers, data scientists, and product engineers, and communicate results to peers and leaders.
Explore new technology shifts in order to determine how they might connect with the customer benefits we wish to deliver.
Qualifications
Build prototype models alongside data scientists; evaluate model choice and metrics.
Productionalize prototype models to be usable at scale; automate training, prediction, and orchestration.
Enhance existing codebases for performance or training time; understand algorithm implementation.
Leverage ML tools to solve data science process challenges such as speeding up training, data processing, and tooling.
BS, MS, or PhD degree in Computer Science or a related field, or equivalent practical experience.
Knowledgeable with data‑science tools and frameworks (Python, Scikit‑learn, NLTK, NumPy, Pandas, TensorFlow, Keras, R, Spark).
Basic knowledge of machine‑learning techniques (classification, regression, clustering).
Compensation & Benefits Intuit provides a competitive compensation package with cash bonus, equity rewards, and benefits. Pay offered is based on factors such as job‑related knowledge, skills, experience, and work location. The expected base pay range for this position is:
Bay Area, California, CA: $137,500.00 - $186,500.00
Southern California, CA: $124,500.00 - $168,500.00
New York: $136,000.00 - $184,000.00
To drive ongoing fair pay for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.
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Responsibilities
Discover data sources, get access to them, import them, clean them up, and make them "machine learning ready".
Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models.
Partner with data scientists to understand, implement, refine, and design machine learning and other algorithms.
Run regular A/B tests, gather data, perform statistical analysis, and draw conclusions on the impact of your models.
Work cross‑functionally with product managers, data scientists, and product engineers, and communicate results to peers and leaders.
Explore new technology shifts in order to determine how they might connect with the customer benefits we wish to deliver.
Qualifications
Build prototype models alongside data scientists; evaluate model choice and metrics.
Productionalize prototype models to be usable at scale; automate training, prediction, and orchestration.
Enhance existing codebases for performance or training time; understand algorithm implementation.
Leverage ML tools to solve data science process challenges such as speeding up training, data processing, and tooling.
BS, MS, or PhD degree in Computer Science or a related field, or equivalent practical experience.
Knowledgeable with data‑science tools and frameworks (Python, Scikit‑learn, NLTK, NumPy, Pandas, TensorFlow, Keras, R, Spark).
Basic knowledge of machine‑learning techniques (classification, regression, clustering).
Compensation & Benefits Intuit provides a competitive compensation package with cash bonus, equity rewards, and benefits. Pay offered is based on factors such as job‑related knowledge, skills, experience, and work location. The expected base pay range for this position is:
Bay Area, California, CA: $137,500.00 - $186,500.00
Southern California, CA: $124,500.00 - $168,500.00
New York: $136,000.00 - $184,000.00
To drive ongoing fair pay for employees, Intuit conducts regular comparisons across categories of ethnicity and gender.
#J-18808-Ljbffr