1 день назад
Data Scientist: III (Senior)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist: III (Senior) (Machine Learning/AI): Building predictive models and scalable data pipelines to extract value from business data and support leadership decision-making with an accent on advanced analytics, experimentation, and deep learning. Focus on owning end-to-end model development, researching machine learning techniques, and presenting data-driven recommendations to technical and non-technical stakeholders.
Location: Columbus, OH, United States. Workplace type: Office.
Company
is a financial services organization using data and analytics to support business decision-making.
What you will do
- Apply advanced analytics and conduct large-scale experimentation to solve complex business questions.
- Build, fit, deploy, and production-score predictive and deep learning models.
- Define data and technical requirements for training and evolving machine learning models and algorithms.
- Source and analyze structured and unstructured data through scalable pipelines and big data tools.
- Research emerging machine learning, deep learning, and artificial intelligence techniques.
- Present data-driven recommendations and promote analytics best practices across product and analytics teams.
Requirements
- Master’s degree in computer science, statistics, economics, or a related field.
- 3+ years of work and/or educational experience in machine learning or cloud computing.
- Experience with statistical analysis, scripting languages and packages, predictive model development, web scraping, scalable data pipelines, and big data analysis.
- Strong experience with R/RStudio, Python, SAS, SQL, and NoSQL.
- Experience with cloud machine learning technologies such as AWS SageMaker and machine learning environments such as TensorFlow, scikit-learn, or caret.
- Understanding of Bayesian network inference, linear and nonlinear regression, hierarchical models, and mixed or multilevel modeling.
Nice to have
- Financial services background.
- Ability to communicate complex results to technical and non-technical audiences.
- Experience working effectively both independently and in cross-functional teams.
Culture & Benefits
- Office-based workplace with specific work arrangements determined by the hiring team.
- Some positions may be eligible for flexible arrangements combining in-office and work-from-home time.
- Exempt position and not eligible for overtime pay.
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