NT Concepts is seeking a Machine Learning Engineer to support a program focused on protecting computer vision algorithms from adversarial AI attacks, requiring the development and implementation of cutting-edge algorithms and data science techniques.
Requirements
- 4+ years of relevant hands-on experience developing and implementing ML algorithms
- Practical experience training and deploying Machine Learning models.
- Experience with PyTorch, NumPy, TensorFlow, VS Code
- Understanding of machine learning techniques and algorithms, data mining, and statistical analysis.
- Experience with cloud platform (AWS, Azure and GCP), AWS experience preferred
- Proven experience with modern software development and engineering practices including scrum/agile, Git, and DevSecOps specifically GitLab CI/CD
- Experience building and maintaining machine learning pipelines
Responsibilities
- Research, design, and implement cutting edge algorithms for a program focused on protecting computer vision algorithms from adversarial AI attacks.
- Code in Python with PyTorch.
- Implement and maintain development environments and supporting ML tools, such as Kubeflow and MLFlow.
- Contribute to the program’s source code, implementing data science techniques.
- Deliver machine learning applications and software systems at scale.
- Implement machine learning applications using existing and emerging technology platforms.
- Develop machine learning models and pipelines that are integral to mission success within this computer vision platform.
Other
- TS/SCI Clearance required.
- Vienna, VA and Chantilly, VA with remote flexibility
- Collaborate with a cross-functional team comprising other ML Engineers, Software Engineers, DevSecOps Engineers, and Data Scientists.
- Mentor other engineers and develop your technical knowledge and skills to keep our team at the cutting edge of technology.
- A passion for (and track record of) innovation, an interest in exploring and leveraging new data modalities, and working across interdisciplinary teams
- Experience working with customers to better optimize their ML objectives
- Fast learner, analytical thinker, creative, hands-on, strong communication skills
- Able to work both independently and as part of a team
- Excellent problem-solving skills and attention to detail.
- Prolonged periods sitting at a desk and working on a computer.
- Must be able to lift up to 10-15 pounds at time.
