AI Engineering Intern

Job description

Overview

Keysight is at the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~16,800 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 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.

Responsibilities

• Design, develop, and maintain firmware for test and measurement instruments, with a strong focus on AI-driven measurement optimization, intelligent calibration, and automated decision-making.

• Collaborate with cross-functional teams, including hardware engineers, data scientists, and product managers, to define firmware and AI requirements and ensure seamless integration between embedded systems and AI solutions.

• Develop, implement, and optimize advanced algorithms, signal processing techniques, and AI/ML models to improve measurement accuracy, stability, repeatability, and system performance.

• Analyze measurement data using statistical methods, machine learning, and AI-assisted techniques to identify trends, predict system behavior, and derive optimal compensation formulas and calibration strategies.

• Conduct thorough testing, validation, and performance evaluation of firmware and AI models to ensure reliability, robustness, and compliance with product requirements.

• Develop intelligent data acquisition, feature extraction, anomaly detection, and predictive analytics capabilities to enhance instrument performance and user experience.

• Design and implement communication protocols, data pipelines, and software interfaces required to support AI-enabled measurement and automation workflows.

• Develop and maintain comprehensive technical documentation covering firmware architecture, AI algorithms, model validation, and performance evaluation methodologies.

• Stay current with advancements in embedded AI, machine learning, data analytics, signal processing, and test & measurement technologies, driving continuous innovation and product differentiation.

Qualifications

• Student of Bachelor’s or master’s degree in Artificial Intelligence, Machine Learning, Data Science, Electrical Engineering, Computer Engineering, or a related field.

• Proficiency in programming languages such as C/C++, Python, and scripting languages for data analysis and automation.

• Familiarity with signal processing, data acquisition systems, precision measurement techniques, and instrumentation concepts.

• Experience with data analysis, statistical modeling, curve fitting, regression analysis, or machine learning techniques for solving engineering problems.

• Ability to analyze large measurement datasets and derive mathematical models, compensation algorithms, or optimization formulas to improve system performance and measurement accuracy.

• Experience with AI/ML tools and frameworks such as Python, NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, MATLAB, or similar analytical platforms is a plus.

• Excellent problem-solving skills and attention to detail.

• Strong communication and teamwork abilities.

Careers Privacy StatementKeysight is an Equal Opportunity Employer.