CACI International→
Aerospace Communication AI Analyst Intern -… at CACI… · Sterling
Skills
Job Description
The Opportunity:
Join our innovative project as an Aerospace Communication AI Analyst Intern, focused on revolutionizing aerospace communication through AI-driven data transformation. You’ll contribute to cutting-edge advancements in radio communication technologies, enhancing data reliability and efficiency. Gain hands-on experience in machine learning, signal processing, and computer vision within the aerospace domain, while collaborating with a team of skilled engineers, data scientists, and domain experts. This role offers a hybrid schedule with the expectation that you will be in-person at least 3-4 days a week at our Sterling, VA location.
Responsibilities:
- Develop and refine machine learning models to automatically detect and classify artifacts in radio communications used in aerospace applications
- Design and implement algorithms and feature engineering techniques to identify statistical signatures in bit streams
- Establish a robust testing framework with performance metrics to validate the accuracy of detection
- Develop a Python library containing models and thorough documentation for identification
- Implement computer vision approaches for trajectory visualization and pattern recognition in aerospace communications
- Develop machine learning models to predict missing parameters and identify flight behaviors based on communication data
- Create an interactive analysis toolkit with specialized applications for aircraft tracking and performance analysis
- Provide clear and detailed documentation for all developed models, algorithms, and tools
- Conduct rigorous testing and validation of all implemented solutions to ensure reliability and accuracy
- Work closely with cross-functional teams, including engineers, data scientists, and domain experts, to integrate solutions into existing systems
- Prepare and present regular progress reports and findings to stakeholders
- Stay updated with the latest advancements in AI, machine learning, and aerospace communication to continuously improve project outcomes
Qualifications:
Required:
- Currently pursuing a Bachelor's degree in Computer Science, Aerospace Engineering, Electrical Engineering or a related field
- Must be legally authorized to work in the United States without the need for employer sponsorship, now or at any time in the future
- Basic proficiency in Python and a willingness to learn and improve
- Familiarity with MATLAB or similar software and a willingness to learn
- Interest in computer vision and visualization techniques
- Strong problem-solving skills and attention to detail
- Good analytical and critical thinking abilities
- Effective communication skills
- Ability to work both independently and as part of a team
Desired:
- Prior experience or coursework in machine learning, signal processing, or aerospace communication is a plus
- Enthusiasm for learning and applying new technologies
- Minimum GPA of 3.0 or higher is preferred, but not required
- Previous internship/co-op or other work experience
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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.
Your potential is limitless. So is ours.
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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:
$45,900 - $91,900