Data Scientist
Centreville, Virginia, United States
USD 93K-120K (estimate) Mid-level Full Time
Tasks
- Build reusable data science tools and documentation
- Build scalable solutions for structured and unstructured data
- Collaborate to deploy models in cloud environments
- Communicate insights to stakeholders
- Deploy machine learning models
- Develop NLP and text processing models
- Develop machine learning models
- Evaluate and apply new machine learning and NLP developments
- Extract information from text
- Improve model health
- Maintain machine learning models in production
- Monitor data drift
- Monitor model performance
- Perform Text Classification
- Perform entity recognition
- Process documents
- Support model retraining
Perks/Benefits
- 401k matching
- Casual office environment
- Dog-friendly office
- Four-day work week
- Generous time off
- Winter holiday break
Skills/Tech-stack
AWS | Apache Spark | Cloud Computing | Cloud platform | Data Drift | Decision Trees | Document processing | Ensemble learning | Entity recognition | Google Cloud | Google Cloud Platform | Information Extraction | Language Processing | Machine Learning | Microsoft Azure | Model Monitoring | Model retraining | NLP | Named Entity Recognition | Natural Language | Natural Language Processing | Neural Networks | Python | R | Regression | SQL | Sentiment Analysis | Text Classification | Tokenization
Education
Roles
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