AI/ML Data Scientist
GH Office: Arlington, VA, United States
USD 113K-188K Mid-level Full Time
Tasks
- Apply explainability methods
- Build NLP and semantic search capabilities
- Communicate findings to technical and non-technical audiences
- Contribute to solution design and proposals
- Define AI and analytics use cases
- Deliver solutions using Agile sprints
- Design and develop machine learning models
- Develop entity resolution and relationship modeling
- Extract insights from document data
- Implement model evaluation and confidence scoring
- Integrate models into production environments
- Support analytics reporting and dashboards
Perks/Benefits
- 401k retirement plan
- Adoption Assistance
- Dental insurance
- Emergency back-up childcare program
- Employee referral program
- Health savings account
- Long-term disability
- Medical insurance
- Mobility stipend
- Paid Holidays
- Paid sick time
- Parental leave
- Personal Development and Learning Opportunities
- Short-term disability
- Student loan paydown
- Tuition Development Learning Opportunities
- Tuition reimbursement
- Vision insurance
Skills/Tech-stack
APIs | AWS | Agile | Apache Kafka | Apache Spark | Batch pipelines | Confidence scoring | Data Lakes | Databricks | Document processing | ETL | Entity Resolution | Explainable AI | Information Retrieval | Lakehouse | Language Processing | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | Pandas | PyTorch | Python | SQL | Scikit-learn | Semantic Search | TensorFlow
Education
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