Job description
Responsibilities:
Our work:
Skills and Experience You Must Possess:
Additional Desired Skills;
Minimum Clearance Required: None - Top Secret Preferred
Why choose us?
The ML Scientist / Engineer with Peraton Labs will participate in an end-to-end design and implementation of deep learning solutions for application in electronic CAD design. The ideal candidate will be able to start from the end users' needs and understand how they drive performance and infrastructure requirements. Our program team consists of seven scientists and engineers and the candidate will help develop a neo4j ML framework that attributes relevant documentation to graph structures. The ideal candidate has experience converting customers' needs into user interface requirements and baselining and scaling ML solutions using CI/CD best practices.
Our work:
We span several areas of interest, including (but not limited to):
- Full-spectrum cyber operations, including CND, CNE, CNA, and CNO.
- Program analysis, including program understanding, vulnerability identification, and remediation
- Malware analysis and reverse engineering
- Resilient networking in support of cyber mission goals
- Autonomous agent development
- Software-defined networking for cyber defense and deception
- Cryptographic techniques for assured computation
- Symbolic logic and theorem proving for automating network configuration
- Application of formal methods for secure and resilient systems
- Application of mathematic, statistics, and linguistics to large data sets to uncover patterns, extract information and gain understanding
- Artificial intelligence (reasoning, probabilistic inference, machine learning)
Education and Experience:
BS 10-12, MS 8-10, Phd 5-7
Skills and Experience You Must Possess:
- Pytorch, Tensorflow, Java
- KiCad, Eagle, Altium, or other PCB CAD software
- Classification, outlier detection, NLP, regression, object detection
- Modern development practices and toolsets (Git, CI/CD toolchains)
Additional Desired Skills;
- Neo4j, ArangoDB
- Debugging tools (e.g. gdb and pdb )
- Matplotlib, jupyter
- Container and Orchestration solutions, including Docker, Docker Swarm, Kubernetes, Terraform
Minimum Clearance Required: None - Top Secret Preferred
Why choose us?
- Variety: You will work on multiple programs. You and your manager will have discussions to ensure your assignments are on track with your growth goals and interest areas.
- Flexibility: You will have the opportunity for a flexible work schedule. Subject to program requirements, you can set your hours while fulfilling 80 hours every two weeks. Additionally, while classified work requires onsite work, most staff can schedule about 20% of their time as work from home.
- Value: You will support interesting and challenging projects that are not repetitive or monotonous, but rather have novelty and innovation; and great people to learn from and work with – collegial, smart, inspiring.
Peraton drives missions of consequence spanning the globe and extending to the farthest reaches of the galaxy. As the world’s leading mission capability integrator and transformative enterprise IT provider, we deliver trusted and highly differentiated national security solutions and technologies that keep people safe and secure. Peraton serves as a valued partner to essential government agencies across the intelligence, space, cyber, defense, civilian, health, and state and local markets. Every day, our employees do the can’t be done, solving the most daunting challenges facing our customers.
Salary Range: Salary Minimum: $72,500 Salary Mid: $145,000 Salary Maximum: $181,300 The estimate displayed represents the typical salary range for this position, and is just one component of Peraton's total compensation package for employees. Other rewards may include annual bonuses, short- and long-term incentives, and program-specific awards. In addition, Peraton provides a variety of benefits to employees. EEO Tagline (Text Only): An Equal Opportunity Employer including Disability/Veteran.
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