Machine Learning/AI Engineer

Job Description

Join Keysight Technologies as a Machine Learning/AI Engineer and be at the forefront of integrating artificial intelligence and machine learning techniques into our electronic design automation (EDA) tools. This role is pivotal in developing, implementing, and optimizing AI/ML models for various EDA applications, ensuring the quality and reliability of AI/ML versions.

Key Responsibilities

Design and develop machine learning systems tailored for EDA applications.
Implement appropriate ML algorithms and techniques.
Process and analyze large volumes of data to create predictive models.
Collaborate with software developers to integrate AI/ML features into EDA tools.
Establish MLOps pipelines for model deployment, monitoring, and maintenance.
Conduct rigorous testing and quality assurance of AI/ML versions.
Continuously monitor and update models to optimize performance.
Stay informed about the latest developments in AI/ML and their applicability to EDA.

Qualifications

3-5 years of industrial experience.
PhD/MTech in AI/ML or related fields.
Strong proficiency in programming languages such as Python; basic knowledge of C++ is desired.
Strong understanding of neural networks, reinforcement learning, and GenAI.
Solid understanding of machine learning algorithms, techniques, and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
Experience with data preprocessing, feature engineering, and model evaluation.
Good understanding of MLOps and AI solution deployment experience both on-prem and cloud.
Proficiency in data manipulation and analysis using SQL, pandas, or similar tools.
Familiarity with software development methodologies and version control systems (e.g., Git).
Knowledge of cloud platforms (e.g., AWS, Azure, Google Cloud) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
Excellent problem-solving skills and analytical thinking.
Strong communication and interpersonal skills.

Benefits

Disability insurance
401(k)
Medical, dental, and vision
Health Savings Account
Health Care and Dependent Care Flexible Spending Accounts
Life, Accident, Disability insurance
Business Travel Accident and Business Travel Health
401(k) Plan
Flexible Time Off, Paid Holidays
Paid Family Leave
Discounts, Perks
Tuition Reimbursement
Adoption Assistance
ESPP (Employee Stock Purchase Plan)

About Keysight Technologies

Keysight Technologies empowers innovators to explore, design, and bring world-changing technologies to life. As the industry’s premier global innovation partner, Keysight’s software-centric solutions serve engineers across the design and development environment, enabling them to deliver tomorrow’s breakthroughs at speed and with reduced risk.

Join us to accelerate innovation to connect and secure the world. Innovators start here, with Keysight.

Benefits
Extracted with AI

Disability insurance
401(k)
Medical, dental and vision
Health Savings Account
Health Care and Dependent Care Flexible Spending Accounts
Life, Accident, Disability insurance
Business Travel Accident and Business Travel Health
401(k) Plan
Flexible Time Off, Paid Holidays
Paid Family Leave
Discounts, Perks
Tuition Reimbursement
Adoption Assistance
ESPP (Employee Stock Purchase Plan)

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