What are the responsibilities and job description for the AI/ML SWE position at Shield Consulting Solutions?
**Active TS/SCI w/Polygraph REQUIRED** Please do not apply if you do not currently possess this level of clearance.
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Telework: No
Basic Requirements:
Shield Consulting Solutions is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.
Telework: No
Basic Requirements:
- Bachelor’s degree in Computer Science or related discipline
- At least 14 years of applicable professional experience
- Additional 4 years of applicable professional experience may be substituted for a degree
- Large Data Set Analysis, cleanup, and formatting for machine learning
- Performed Natural Language Processing especially focused on machine learning techniques for entity extraction
- Designed and developed deep learning models
- Machine learning optimization via feature selection, metrics analysis, and architecture/hyperparameter adjustment
- Multiple years of Python
- Familiarity with data processing and machine learning python libraries including numpy, pandas, scitlearn, tensorflow, and pytorch.
- Experience with large language models (LLM) and Retrieval-Augmented Generation (RAG)
- Deployed models into a larger system and monitored real-time performance
- Experience with docker, GitHub/gitlab, and Jira
Shield Consulting Solutions is an equal opportunity/affirmative action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.