Data Scientist
2 months ago
Greer, United States
CEI
Full time
Data Scientist
Hybrid in Greer, SC (MUST BE LOCAL TO THE CAROLINAS)
6 Month Contract
$58/hr-$67/hr
Top Skills Required -
- SQL
- Oracle
- Python
- Experience using statistical computer languages (python) to manipulate data and draw insights from large data sets.
- Experience using a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and knowledge of their real-world advantages/drawbacks.
- Experience using deep learning architectures (RNN, CNN, LSTM, etc.) and frameworks (Tensor flow, Keras, etc.)
- Experience in natural language processing
- Experience using database technologies including SQL, Oracle, SQL Server, or NoSQL databases.
- Experience using cloud technology and services specifically in AWS including Athena, Glue, Sagemaker, and QuickSight
- Experience with at least one common OpenSource high-level LLM-framework (e.g. LangChain, Llama-Index), evaluation techniques and agentic principles
- Familiarity with modern software development, devops strategies and tooling (GitOps)
- Experience using machine learning models in the automotive industry would be nice to have.
- A day in the life includes: Working with large data sets and prepping the data for consumption
- Assessing the effectiveness and accuracy of data sources
- Working with business users to obtain more insight into data sources. Asking the right questions to understand how the data can be used.
- Evaluating the results of machine learning algorithms – determining their explainability
- Determining the feasibility of a use case given the business problem and the available data.
- Monitoring and analyzing model performance
- Performing prompt engineering tasks with specific use cases