Overview
Keysight is at 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.
About the Role
As part of our 5G Software R&D and AI/ML teams from day one, you will collaborate with experienced engineers and peers to work on high‑impact, real‑world problems. This role focuses on the development, integration, and validation of a test framework for AI/ML‑powered solutions within communication systems, combining software engineering, data‑driven techniques, and telecom domain knowledge. You will gain hands‑on exposure across the full development lifecycle—from design and implementation to testing and deployment—while contributing to innovative solutions.
Responsibilities
- Integration, development, and testing of AI/ML‑based data‑driven applications and agents into communication system workflows.
- Work with Python‑based machine learning frameworks, AI agents, LLMs, and tools.
- Support protocol development, testing, and validation in 5G and next‑generation networks.
- Collaborate with cross‑functional teams across software, RF, and system engineering.
- Contribute to automation, analysis, and performance optimization and test design of telecom systems using AI tools.
What You’ll Gain
- Practical experience in AI/ML applied to real‑world telecom problems.
- Exposure to 5G/mobile communication standards and protocols.
- Hands‑on experience with modern tools and technologies, including:
- Python, AI/ML frameworks, LLMs/model usage.
- C, C++, C#, .NET, WPF, Visual Studio (exposure where relevant).
- Insight into RF systems, communication protocols, and system‑level design.
- Mentorship from experienced engineers and opportunity to make meaningful contributions.
Job Responsibilities
- Participate in software development lifecycle activities, including design, implementation, testing, and validation.
- Support AI/ML model development, integration, and evaluation.
- Assist with protocol analysis and system‑level problem solving.
- Collaborate with internal teams and support technical activities.
Qualifications
Essential Skills & Qualifications
- Currently pursuing a degree in Computer Science, AI/ML, Data Science, Electronics and Communication Engineering, or related fields.
- Strong foundation in Python programming.
- Basic understanding of AI/ML concepts (e.g., models, data processing, training workflows).
- Problem‑solving mindset with strong analytical skills.
- Effective communication and ability to work in a team.
- Demonstrated curiosity and passion for learning new technologies.
Desirable Skills (Highly Valued)
- Familiarity with Hugging Face, or similar model ecosystems and model deployment or MLOps concepts.
- Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit‑learn).
- Hands‑on experience with tools and interfaces (e.g., Claude CLI, Microsoft Copilot, OpenAI APIs).
- Exposure to prompt engineering, LLM‑based workflows, and automation via CLI tools.
- Familiarity with communication protocols (especially mobile/5G protocols).
- Knowledge of network analysis, signal processing, or protocol stack, time series analysis or signal processing.
- Experience in C/C++, C#, or .NET technologies.
Ideal Candidate Profile
You Are Someone Who
- Is passionate about AI/ML and its application in real‑world engineering problems.
- Has curiosity about how machine learning can enhance communication systems, RF analysis, and protocol validation.
- Enjoys experimenting with models, data, and new frameworks.
- Thrives at the intersection of software, telecom, and intelligent systems.
Candidates must be eligible to work in the United Kingdom.
This position is intended for students completing their placement year and who are available for a full 12‑month internship.
Keysight is an Equal Opportunity Employer.
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