Data Scientist -Plano, TX - Georgia IT Inc.
Plano, TX
About the Job
Data Scientist
Location: Plano, TX
Rate: DOE
Contract
U.S. Citizens and those authorized to work in the U.S. are encouraged to apply. We are unable to sponsor at this time
Required
Location: Plano, TX
Rate: DOE
Contract
U.S. Citizens and those authorized to work in the U.S. are encouraged to apply. We are unable to sponsor at this time
Required
- Machine Learning Lifecycle Define
- Define Client use cases: Define specific Client use cases for the project Data exploratio
- Perform exploratory data analysis to understand the data Experiment: Select algorithm: Choose the right Client algorithm for the task Data pipeline & feature engineering
- Create the right features from raw data for the Client task Build Client model
- Develop the first iteration of the Client model Model Evaluation
- Refine the Client model to improve performance and efficacy Present results
- Present results of the model in a way that demonstrates its value to stakeholders Deploy
- Plan for deployment
- Prepare for deployment in productions Operationalize model: Deploy and operationalize Client model in production Monitor model
- Monitor deployed Client model and refrain of rebuild when performance degrades
Source : Georgia IT Inc.