AI/ML Data Scientist
GH Office: Arlington, VA, United States
USD 113K-188K Mid-level Full Time
Tasks
- Build machine learning models
- Communicate findings to technical stakeholders
- Define AI/analytics use cases
- Deliver solutions in agile sprints
- Develop NLP models
- Develop model evaluation frameworks
- Extract insights from document data
- Implement explainability approaches
- Implement semantic search
- Integrate models into production
- Perform entity resolution
- Score model confidence
- Support analytics reporting dashboards
- Support solution design and proposals
Perks/Benefits
- 401k retirement plan
- Adoption Assistance
- Dental insurance
- Disability insurance
- Employee referral program
- Flexible spending accounts
- Health savings account
- Life insurance
- Medical insurance
- Mobility stipend
- Parental leave
- Parental leave adoption assistance
- Student loan paydown
- Tuition reimbursement
- Vision insurance
Skills/Tech-stack
APIs | AWS | AWS S3 | Apache Spark | Confidence scoring | Data Lake | Data Modeling | Databricks | Document Intelligence | Entity Resolution | Explainable AI | Information Retrieval | Lakehouse | Language Processing | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | OCR | Pandas | PyTorch | Python | SQL | Scikit-learn | Semantic Search | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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