Data Scientist at AGS, LLC in Duluth, Georgia

Job Description:

Employ computer vision and deep learning techniques to extract data from a wide variety of unstructured data sources, and build ETL pipelines to transfer and store data in repository; retrieve, cleanse, and preprocess extensive and varied structured big datasets from multiple sources, and prepare them for analysis; utilize advanced statistical techniques and ML models to unveil significant patterns and correlations embedded in data; perform thorough statistical analysis and employ machine learning algorithms to identify patterns, correlations, and trends within gaming slots data; implement techniques such as regression, clustering, and classification to gain valuable insights into the underlying structure and make predictions and support continuous predictive and prescriptive reports; generate compelling visualizations, interactive dashboards, and comprehensive reports to effectively communicate analytical discoveries; employ tools such as Python, R, Tableau, Plotly or Power BI to present data-driven insights; analyze data analysis outcomes and deliver actionable insights to stakeholders, including executives, product managers, and product development teams. Must have Bachelor's degree in Analytics, Computer Science or a related field and 2 years' experience in job offered or as Statistical Analyst or Software Engineer-BI/Data Scientist or any combination thereof.Must have 2 years' experience (may be gained concurrently with the above experience) in the following:

• Managing large structured and unstructured datasets.
• Data extraction and analysis.
• Machine Learning with Big Data
• Graph Analytics with Big Data
• Tableau/Power BI-Data - Visualization
• Vector Spaces
• Time Series & Forecasting in Tensorflow
• Residual Networks, Long Short-Term Memory

Must have working knowledge of:

• Automating Data Integration Processes
• Pattern Identification using Machine Learning/Deep Learning
• Probabilistic Models
• Attention Models
• Sequence Models
• Hadoop Platform & Application Framework
• Improving Deep Neural Networks using Hyperparameter Tuning
• Improving Deep Neural Networks using Regularization
• Improving Deep Neural Networks using Optimization
• Computer Vision in Python Environment
• Data warehousing
• SSAS
• SSIS
• SQL Server
• C#
• DAX
• Power BI

Employer will accept any suitable combination of education, training, or experience. Employer: AGS LLC. Job location: Duluth, GA.

Equal Opportunity Employer, including disability/protected veterans



Equal employment opportunity, including veterans and individuals with disabilities.

PI273061415

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