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City: Houston State: TX Career Level: 2 Category: 15-1000 Occupation: 15
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Skills: 5+ years of practical experience framing and solving data science problems
5+ years of hands on experience with applied statistics and/or machine learning
5+ years of experience solving problems with Python, pandas, scikit-learn
3+ years of experience with TensorFlow, PyTorch or other deep learning technologies
3+ years of experience developing visualizations with Python viz, Spotfire or Power BI
3+ years of experience applying descriptive and inferential statistics to real world problems
3+ years of experience with software source control, software architecture and design, data structures and algorithms
Professional experience with Transformers, Embeddings, fine tuning Large Language Models (LLMs), Retrieval Augmented Generation (RAG) is a plus Education: 2 Requirement: Role : Data Scientist Description: Work independently on data science projects for multiple business functions
Identify and frame the data science opportunity from understanding the business problem / opportunity
Gather, cleanse, and transform internal and external data
Analyze data and deliver insights via visualizations and dashboards
Create predictive models, productionize, and maintain machine learning models that address business problems
Present, explain and defend results from analysis and modeling, and approach taken
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