AI/ML Software Engineer
Home Office: Tysons, VA, United States
USD 113K-188K Senior-level Full Time
Tasks
- Apply graph analytics and network analysis for relationship discovery
- Apply natural language processing for information extraction and relationship extraction
- Build retrieval augmented generation applications with re ranking
- Collaborate to prototype and iterate on mission critical solutions
- Construct maintain scalable data pipelines
- Contribute to software architecture design for scalability reliability security
- Deploy and manage applications and models in AWS using infrastructure as code
- Design develop deploy end to end AI ML applications
- Develop AI chatbots conversational agents and agentic workflows
- Develop and maintain REST APIs for model inference
- Develop machine learning models for risk scoring anomaly detection classification clustering predictive analytics
- Implement entity resolution for record linkage deduplication identity matching
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anomaly Detection | Asynchronous programming | Boto3 | Classification | Clustering | Deduplication | DuckDB | Elasticsearch | Entity Matching | Entity Resolution | Graph analytics | Haystack | Information Extraction | JavaScript | Langchain | Language Processing | Machine Learning | NLTK | Natural Language | Natural Language Processing | Network Analysis | NumPy | OpenCV | OpenSearch | Oracle DB | Pandas | PostgreSQL | Predictive Analytics | Prompt engineering | PyTorch | Python | REST APIs | Record Linkage | Relationship Extraction | Retrieval-Augmented Generation | Risk scoring | SQL | Scikit-learn | Semantic Search | TensorFlow | Text Classification | Topic Modeling | TypeScript
Education
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