Senior AI/ML Research Engineer
- Compensation
- Not disclosed
- Location
- Florham Park, New Jersey
- Work setup
- Not specified
- Seniority
- Senior
- Employment
- Contract
- Experience
- 7+ years
- Category
- Ml / AI
- Posted
Skills
Must have
- Bachelor's degree in computer science, computer engineering, or machine learning and at least 7 years’ experience.
- Experience developing algorithms, protocols, and software applications in networking, edge computing, and/or autonomy.
- Strong background in machine learning and statistics.
- Significant experience with Python and C++.
- Comfortable using Linux operating systems and commonly used Linux utilities.
- Some advanced knowledge of computer networking, including TCP/IP networking/OSI model, routing algorithms, Linux networking utilities and interfaces.
- Ability to anticipate strengths and weaknesses of software solutions and perform simulation, testing, and evaluation to quantitatively compare alternative approaches.
- Ability to effectively articulate research and development outcomes to senior staff and customers and act as a technical representative of the team.
- Excellent oral and written communications skills.
- Demonstrated effectiveness in leading, organizing, and executing technical efforts.
- Active TOP SECRET clearance with the ability to obtain/maintain a higher clearance if necessary
Nice to have
- Master's degree or Ph.D. in computer science, computer engineering, or machine learning.
- Experience applying machine learning to signal processing and/or other time-series data analysis applications.
- Experience with probabilistic generative modeling and Bayesian inference.
- Knowledge of or experience with information theory, probability theory, parametric and non-parametric statistical tests.
- Familiarity with concepts and techniques associated with adversarial AI and AI/ML assurance.
- Top Secret with SCI preferred.
Full description
Job Title: Senior AI/ML Research Engineer
Job Category: Engineering
Time Type: Full time
Minimum Clearance Required to Start: Top Secret
Employee Type: Regular
Percentage of Travel Required: Up to 10%
Type of Travel: Local
- * *
CACI has an exciting new opportunity in Florham Park, NJ for a Senior AI/ML Research Engineer. Apply machine learning, statistics, and best-of-breed AI capabilities to develop algorithms to solve challenging problems in networking, edge computing, cybersecurity, and autonomy. Research and develop innovative capabilities that incorporate machine learning and other advanced concepts in areas such as federated learning, network analysis, resource allocation & planning, and robust communications in challenging networking environments. Develop machine learning and statistics-enabled software capabilities and applications to be integrated into larger hardware and software systems. Provide subsystems or component level technical leadership and develop written materials and presentations for customers. Assist in developing new business concepts and successfully develop winning proposals to secure additional funding and work.
Responsibilities:
- Develop and justify the performance of algorithms in networking and edge computing-related domains.
- Perform extensive detailed modeling and simulation, including quantifying the relative impact of candidate solution architectures.
- Oversee the development of standalone applications and/or major software subsystems and components while adhering to software best practices.
- Assist with the development detailed technical plans with tasks, schedule, and labor estimates.
- Develop automated tests to rigorously test and evaluate algorithms and software capabilities.
- Act as a core contributor during proposal development and project execution.
Qualifications:
Required:
- Bachelor's degree in computer science, computer engineering, or machine learning and at least 7 years’ experience.
- Experience developing algorithms, protocols, and software applications in networking, edge computing, and/or autonomy.
- Strong background in machine learning and statistics.
- Significant experience with Python and C++.
- Comfortable using Linux operating systems and commonly used Linux utilities.
- Some advanced knowledge of computer networking, including TCP/IP networking/OSI model, routing algorithms, Linux networking utilities and interfaces.