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- Tasks: Join our team to develop AI/ML algorithms for optimizing 5G and future 6G networks.
- Company: Keysight is a leader in technology innovation, impacting various industries globally.
- Benefits: Access to cutting-edge labs, flexible work environment, and a culture of diversity and inclusion.
- Why this job: Be part of a groundbreaking shift in mobile communication and work on real-world challenges.
- Qualifications: Pursuing a master's or PhD in Computer Science or related fields with knowledge of C/C++.
- Other info: Experience with Linux and version control software is a plus!
Keysight is on the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~15,000 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries. Learn more about what we do.
Our powerful, award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. Diversity, equity & inclusion are integral parts of our culture and drivers of innovation at Keysight. We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers.
The advent of O-RAN (Open Radio Access Network) marks a significant shift in the mobile communication industry towards an open, virtualized, and disaggregated architecture. A key enabler of this paradigm shift is the Radio Access Network (RAN) Intelligent Controller (RIC), a software-defined component designed to optimize RAN operations. The disaggregation of the RAN, facilitated by open and standardized interfaces, allows multivendor interoperability and opens the door for third-party applications (xApps, rApps) that can automate and optimize network operations at scale. The RIC presents a significant advancement beyond traditional Self-Organizing Networks (SON) by providing enhanced flexibility, programmability, and intelligence.
However, testing and developing AI/ML algorithms for such complex networks is challenging and costly within traditional lab environments. Thus, at Keysight we are evolving our RAN digital twin platforms to facilitate speed up this algorithmic development.
Responsibilities:
You will be working with an active team of applied researches looking at O-RAN digital twins to model 5G and future 6G RAN functions. The focus of the work will be on prioritised O-RAN use cases where a need for AI/ML algorithms to facilitate near real time optimisations has been identified. You will develop such algorithms and validate with our digital twins.
You will have access to our 6G state-of-the-art laboratory with equipment, simulators emulators and digital twin platforms to carry out experimentation and development.
Qualifications:
- You are studying towards a master's or PhD in Computer Science or related areas (e.g. Electrical Engineering)
- You have knowledge of low-level program languages like C, and have basic knowledge of OO, for instance, using C++ language
- You have good knowledge of Open RAN and 5G technologies
- You are interested in the future of 6G
- You are interested in the application of AI/ML algorithms to optimize cellular network resources
It’s a plus if
- You are familiar with software development to automate computer tasks
- You used some control-version software (git, svn, etc.)
- You are familiar with working with Linux operation systems
AI/ML O-RAN Optimisation Intern employer: Keysight Technologies
Contact Detail:
Keysight Technologies Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land AI/ML O-RAN Optimisation Intern
✨Tip Number 1
Familiarize yourself with the latest advancements in O-RAN and 5G technologies. Understanding the current trends and challenges in these areas will not only help you during interviews but also demonstrate your genuine interest in the field.
✨Tip Number 2
Engage with online communities and forums related to AI/ML in telecommunications. Networking with professionals and enthusiasts can provide valuable insights and potentially lead to referrals or recommendations.
✨Tip Number 3
Consider working on personal projects or contributing to open-source projects that involve AI/ML algorithms in network optimization. This hands-on experience can significantly enhance your understanding and make you stand out as a candidate.
✨Tip Number 4
Prepare to discuss specific use cases where AI/ML can optimize cellular networks. Being able to articulate your ideas clearly will show your problem-solving skills and your ability to think critically about real-world applications.
We think you need these skills to ace AI/ML O-RAN Optimisation Intern
Some tips for your application 🫡
Understand the Role: Make sure you fully understand the responsibilities and qualifications for the AI/ML O-RAN Optimisation Intern position. Highlight your relevant skills and experiences that align with the job description.
Tailor Your CV: Customize your CV to emphasize your knowledge of low-level programming languages like C and C++, as well as your understanding of Open RAN and 5G technologies. Include any relevant projects or coursework that demonstrate your expertise in AI/ML algorithms.
Craft a Compelling Cover Letter: Write a cover letter that showcases your passion for technology innovation and your interest in the future of 6G. Mention specific examples of how your background and skills make you a great fit for the team at Keysight.
Highlight Team Collaboration: Since you'll be working with an active team of applied researchers, emphasize your ability to collaborate effectively. Share experiences where you've worked in teams, especially in technical environments, to solve complex problems.
How to prepare for a job interview at Keysight Technologies
✨Show Your Passion for AI/ML and 6G
Make sure to express your enthusiasm for AI/ML algorithms and their application in optimizing cellular networks. Discuss any relevant projects or research you've done, especially those related to 5G or O-RAN technologies.
✨Demonstrate Technical Knowledge
Be prepared to discuss your experience with programming languages like C and C++. Highlight any specific projects where you applied these skills, particularly in the context of network optimization or digital twins.
✨Familiarize Yourself with Open RAN Concepts
Understand the fundamentals of Open RAN and how it differs from traditional networks. Be ready to talk about its significance in the industry and how you see it evolving towards 6G.
✨Prepare Questions About the Role
Think of insightful questions to ask about the team’s current projects, the tools they use, and how they envision the future of O-RAN. This shows your genuine interest in the position and helps you assess if it's the right fit for you.
