Senior AI/ML Research Engineer
CACI · United States · 9d ago
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 AI/ML models and 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, AI models, and software applications in networking, edge computing, and/or autonomy.
Strong background in statistics, classical machine learning and deep learning.
Significant experience with Python, PyTorch or Tensorflow, Pandas, Numpy and Scipy.
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
Desired:
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.
What You Can Expect:
A culture of integrity.
At CACI, we place character and innovation at the center of everything we do. As a valued team member, you’ll be part of a high-performing group dedicated to our customer’s missions and driven by a higher purpose – to ensure the safety of our nation.
An environment of trust.
CACI values the unique contributions that every employee brings to our company and our customers - every day. You’ll have the autonomy to take the time you need through a unique flexible time off benefit and have access to robust learning resources to make your ambitions a reality.
A focus on continuous growth.
Together, we will advance our nation's most critical missions, build on our lengthy track record of business success, and find opportunities to break new ground — in your career and in our legacy.
Pay Range:
There are a host of factors that can influence final salary including, but not limited to, geographic location, Federal Government contract labor categories and contract wage rates, relevant prior work experience, specific skills and competencies, education, and certifications. Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives. We offer competitive compensation, benefits and learning and development opportunities. Our broad and competitive mix of benefits options is designed to support and protect employees and their families. At CACI, you will receive comprehensive benefits such as; healthcare, wellness, financial, retirement, family support, continuing education, and time off benefits.
The proposed salary range for this position is:
$113,200 - $237,800