Artificial Intelligence and Machine Learning Scientist
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Role details
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Job description
Torch Technologies is seeking a Artificial Intelligence and Machine Learning Scientist to join a team researching, creating, and refining innovative approaches to data curation, labeling, and fusion of OPIR data. This position supports the Advanced VizLab Division.
As an Artificial Intelligence and Machine Learning Scientist your duties will include the following, but are not limited to :
You will be expected to collaborate with a multidisciplinary team composed of government, FFRDCs, and other contractors to research, develop, and refine innovative methods for the curation, and labeling of Overhead Persistent Infrared (OPIR) data. You will also contribute to typing, and fusion of OPIR data to support advanced machine learning applications. Responsibilities include designing and implementing an end-to-end out-of-distribution (OOD) detection and processing pipeline to triage, characterize, and extract value from large backlogs of unlabeled data; developing automated and human-on-the-loop labeling workflows to efficiently generate high-quality training datasets; and establishing data quality, provenance, and validation processes that improve model training, generalization, and operational performance. Onboard users in the lab to the HEARTH system and support their efforts to develop models using the system.
Expectations and Responsibilities:
- You are expected to be a positive, engaged, and contributing team member, both within your assigned team, the lab, and across the company.
- You will be responsible for delivering or contributing to a diverse range of features and systems.
- You will build and integrate software components into a fully functional software system that exceeds customer expectations.
- You will have a focus on both fast iteration and long-term architecture while creating maintainable, testable, well-structured high-quality code. You will be responsible for high-quality implementation of features, tools, documentation and support including automated tests and low-level debugging. *
Requirements
- U.S. Citizenship
- Masterβs Degree in in Engineering with a concentration in Artificial Intelligence and Machine Learning, a related field or and 8+years of applicable progressive experience. OR
- PhD Degree in in Engineering with a concentration in Artificial Intelligence and Machine Learning, a related field and 5+years of applicable progressive experience.
- Secret clearance at a minimum is required to start and ability to maintain a DoD Clearance is a condition of ongoing employment.
- Exceptional verbal, written, and interpersonal communications skills.
- Ability to explain complex technical concepts and share knowledge with diverse audiences both internally and externally.
- Must be an effective problem solver and debugger.
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Able to work independently, prioritize and meet deadlines. Must be organized, able to manage multiple projects simultaneously, and understand business needs. *, * Experience with Software Development and Deployment in Kubernetes Cluster
- Passion for developing AI/ML applications.
- Experience Designing Data Contracts and integrating with APIs.
- Experience developing CI/CD Pipelines with Jenkins and Gitlab.
- Full understanding of using Software Code Repositories (Git, Perforce Helix, etc.) during development. Issue tracking with Atlassian Jira. *
Benefits & conditions
Torch Technologies is proud to offer a stable and professional work environment, a competitive salary, and an excellent, comprehensive benefit package including: ESOP participation, 401(k) match, medical, dental, vision, life insurance, short-term disability, long-term disability, flexible spending accounts, Health Saving Accounts and Health Reimbursement Accounts, EAP, education assistance, paid time off, and holidays.
About the company
Thank you for your interest in employment with Torch Technologies. We are a 100% employee-owned, Certified Great Place To Work and named Best Places to Work in Huntsville/Madison County, headquartered in Huntsville, AL. Our team provides superior research, development, and engineering services to the Federal Government and Department of War. As one of the nationβs top 100 defense companies, the services we provide directly support the men and women who serve our country. Our corporate mission sums up the pride our employee-owners take in the work we do: βLighting the Pathway of Freedomβ. And, as a Certified Evergreen ESOP, we have made the commitment to grow and sustain our company for the next 100 years! Come grow with us!
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