At a Glance
- Tasks: Develop AI/ML algorithms for 5G and future 6G networks using cutting-edge digital twin technology.
- Company: Join Keysight Technologies, a leader in tech innovation with a vibrant culture.
- Benefits: Gain hands-on experience in a state-of-the-art lab with competitive pay and growth opportunities.
- Other info: Collaborate with a dynamic team and explore the future of mobile communication.
- Why this job: Be at the forefront of 6G communications and make a real impact in the tech world.
- Qualifications: Pursuing a Master's or PhD in relevant fields with programming skills in C/C++ and Python.
The predicted salary is between 70000 - 90000 £ per year.
Keysight is on the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers globally.
Our award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions. 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 and emulation platforms to facilitate and speed up this algorithmic development.
Responsibilities
You will be working with an active team of applied researchers 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 or emulation platforms. 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
Expected Qualifications (or willingness to learn)
- You are studying towards a Master's or PhD in Computer Science, Electrical Engineering, Telecommunications Engineering, Machine Learning, or a related field.
- You have knowledge of low-level programming languages like C, and have basic knowledge of OO, for instance, using C++ language.
- Basic understanding of Open RAN architectures, 5G networks and radio access technologies, with a willingness to develop deeper expertise.
- 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:
- Strong Python programming skills with experience implementing AI/ML models.
- You are familiar with software development to automate computer tasks.
- You have used some control-version software (git, svn, etc.).
- You are familiar with working with Linux operating systems.
Ai/Ml Research Intern – Open Ran & 6G Communications employer: Keysight Technologies
Keysight Technologies is an excellent employer for Field Service Engineers, offering a dynamic work culture that values innovation and collaboration. With a strong focus on employee growth, the company provides extensive training and development opportunities, ensuring that technicians can advance their skills while working in a supportive environment. Located in Winnersh, UK, employees benefit from a vibrant community and the chance to engage with cutting-edge technology in a role that promises meaningful and rewarding experiences.
StudySmarter Expert Advice🤫
We think this is how you could land Ai/Ml Research Intern – Open Ran & 6G Communications
✨Join Developer Communities!
Dive into online communities like GitHub or Stack Overflow. Contributing to open-source projects can really showcase your coding skills and catch the eye of hiring managers at companies like Keysight Technologies.
✨Attend Tech Meetups and Hackathons
Get your name out there by attending local tech meetups and hackathons. It's a perfect way to network with industry professionals and fellow interns, while also demonstrating your coding prowess in a collaborative setting.
✨Leverage University Career Services
Don't forget about your university's career services! They often have partnerships with companies like Keysight Technologies, and can help you access exclusive internship listings and workshops tailored for aspiring interns like us.
✨Show Off Your Work
Create a portfolio showcasing your coding projects on a platform like GitHub Pages or personal website. When applying for internships, we should link this to provide tangible proof of our skills and creativity, making us stand out to Keysight Technologies!
We think you need these skills to ace Ai/Ml Research Intern – Open Ran & 6G Communications
Some tips for your application 🫡
Show Off Your Side Projects:If you've got any side projects or contributions to open source, make sure to highlight them in your CV. We want to see what you can create! Include links to your GitHub or any relevant platforms to give us a taste of your coding style and skills.
Tailor Your CV for Software Engineering:Make your CV pop by tailoring it specifically for software engineering. List relevant programming languages, frameworks, and tools you’ve worked with, and showcase any tech stacks you're familiar with. This will help us quickly see how you fit into the Keysight Technologies team!
Let Your Passion Shine in Your Cover Letter:In your cover letter, don't just list your skills—tell us why you're passionate about software engineering! We love to see candidates who are eager to learn and grow, so share what excites you about this field and how a role at Keysight Technologies can help you on your journey.
Demonstrate Your Learning Mindset:As this is an internship, focus on your willingness to learn and adapt! We’re keen to see examples of how you’ve tackled challenges or learnt new skills in the past. Bring that eagerness to your application, showing us that you're ready to dive into a real-world software environment at Keysight Technologies!
How to prepare for a job interview at Keysight Technologies
✨Showcase Your Coding Skills
Since you're aiming for a software engineering internship, be ready to code on the spot or discuss your past projects. Brush up on your problem-solving skills, and practise coding challenges on platforms like LeetCode or HackerRank. We want to see how you approach problems and apply your knowledge, so having a few coding examples up your sleeve will definitely help!
✨Bring Your Portfolio to Life
Prepare a portfolio that highlights your coding projects—don't just list them! Be ready to explain your thought process, the technologies used, and any challenges you faced. It’s not just about the final product; we want to hear how you made it happen, so this narrative will show your depth of understanding and passion for software development.
✨Get Familiar with Technical Questions
Expect some technical questions or scenarios in the interview that assess your understanding of algorithms, data structures, and software design. Practise explaining your coding decisions clearly—it's less about getting the right answer and more about demonstrating your thought process and reasoning skills, which are crucial for growth in an internship.
✨Highlight Your Willingness to Learn
As an intern, your enthusiasm and eagerness to learn are key! During the interview, emphasise your willingness to tackle new challenges and pick up new skills. Companies like Keysight Technologies are often looking for candidates who can grow with them, so remind us why you're excited about opportunities to learn and contribute in a team environment.
