Data Scientist
Reyes Holdings · Chicago, US
Job description
Position Responsibilities:
- Apply a variety of methods including data mining, statistical analysis, predictive modeling and analysis, correlation analysis, probability analysis, and network analysis to solve business problems
- Develop and implement machine learning models and deliver accurate and quality analyses that translate data into actionable insights to support sound business decisions
- Use the most effective machine learning techniques to answer data science questions, define data requirements for model development, develop models, and evaluate model performance
- Document projects including business objectives, data gathering and processing, leading approaches, final algorithm, detailed set of results and analytical metrics
- Work with peers, Senior Data Scientists and Data SMEs to produce correct modeling techniques
- Document lessons learned and process improvement techniques
- Travel up to 30% of the time
- Other duties as assigned
Required Education and Experience:
- Bachelor’s Degree in Data Science, Applied Mathematics, Computer Science, Statistics, Business Analytics or a field closely related to Data Science specialization and 3 to 5 years of experience in quantitative or computational functions or High School Diploma/General Education Diploma and 6 to 8 plus years of the above experience
Preferred Education and Experience:
- Master’s Degree in Data Science, Applied Mathematics, Computer Science, Statistics, Business Analytics or a field closely related to Data Science specialization
- Understanding of data structures, algorithms, and distributed computing, both for data and optimization
- Familiarity to AI, Machine Learning NLP, including new and emerging technologies in Machine Learning/Deep Learning
- Knowledge of frameworks such as PyTorch, TensorFlow, MLflow Caffe etc.
- Exposure to Geo Spatial Data, Demography Data
- Experience with SQL Development, Stored Procedures, Data Analysis and Data Profiling
- Experience with Snowflake, Databricks, Azure ML Cloud Services
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Reyes Holdings