What are the responsibilities and job description for the SUMMER INTERNSHIP: AI/ML Wireless System Intern position at CableLabs?
Job Details
Description
Innovation at its Best: Join our Forward-Thinking Company
At CableLabs we wake up every day to invent the future. CableLabs is a global, award-winning innovation and R&D lab dedicated to keeping people connected by building and orchestrating emergent technology and igniting co-innovation today for the broadband of tomorrow.
The AI/ML Wireless System Intern position resides in the Wireless Technologies department at CableLabs. This department conducts research and development in new and emerging wireless technologies that include 4G, 5G, Wi-Fi, and spectrum-sharing strategies. Our team plays a crucial role in developing industry standards and technical regulatory policy for mobile and Wi-Fi network design, deployment, service delivery, and operations in licensed
Why This Internship Is Exciting
During the internship, the AI/ML Wireless System Intern will:
- Investigate the applicability of AI/ML system for 5G system (including NROC applications). This investigation should include at least, establishing the requirements for a minimal ML model, for target use cases.
- Specify related minimal architectural requirements.
- The use cases under investigation may include at least one of the following:
- Optimization of different mobility aspects,
- Mid-band mobile networks impact upon fixed wired networks,
- Data collection for UE sided AI/ML model training.
- Collaborative AI/ML model/data transfer between cloud, edge and user device.
What You'll Do
- AI/ML Applicability to use cases of interest, supporting architecture and developing one use case model.
- Implement the target AI/ML use case.
- Identify the overall system requirement for the target AI-ML use case.
- Data collection framework.
- Design the target AI/ML system.
Qualifications
What Is a Must Have
- Currently pursuing a Master's degree or Ph.D. Degree with a BSc with specialization in AI/ML
- Java, C/C , Python, ARM, LATEX, Bash
- Pandas, NumPy, Matplotlib, Scikit-learn
- Qualitative Research Methods, Data analysis, large data sets processing, basic understanding of mobile wireless systems operation.
What Will Set You Apart
- Have a basic understanding of mobile wireless systems operation.
- Experience with Python Machine Learning libraries.
- Excellent analytical skills and critical thinking skills.
- Good communication and interpersonal skills.
- Self-motivated and willingness to learn.
CableLabs is an Equal Opportunity Employer and does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment decisions are decided on the basis of qualifications, merit, and business need. If you need assistance or accommodation due to a disability, you may contact us at humanresourcesteam@cablelabs.com or 303-661-3307. View our full EEO policy here.
Salary : $27 - $42
