Senior Architect – Agentic Orchestration Frameworks
Keysight TechnologiesHighlight
Summary
About the Role
About You
- PhD or 5+ years of experience in machine learning, applied data science, computational modeling, or related technical fields.
- Strong foundation in computer science fundamentals (data structures, algorithms, and distributed systems) and their application to ML systems.
- Proven experience developing neural or hybrid ML models for engineering, physics, or signal-processing domains.
- Hands-on experience with data preprocessing, feature engineering, and pipeline automation (Python, SQL, or equivalent).
- Proficiency in PyTorch, libtorch, or similar frameworks for model development and training.
- Experience implementing XAI methods for scientific or engineering models.
- Background in scientific computing, simulation-driven modeling, or surrogate model development.
- Familiarity with hybrid physical–statistical modeling techniques.
- Experience with data fusion across multiple measurement or simulation sources.
- Understanding of uncertainty quantification, sensitivity analysis, and confidence scoring in model evaluation.
- Exposure to high-performance computing (HPC) or GPU-based model training environments.
- Understanding of data base schema and SQL.
Benefits
- 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)
- Restricted Stock Units
Keysight 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. Keysight leverages its strength as the world’s leading test and measurement provider and today enables innovators to push the boundaries of engineering by quickly solving design, emulation, and test challenges to help create the best product experiences. Whether you're looking to improve your design and development process, optimize and secure your network, or harness AI and digital twins to get a head start on technologies like 6G, AV and EV, IoT, or quantum computing — Keysight accelerates innovation across the workflow with intelligent insights built on the most accurate measurements. Our fusion of technology knowledge, measurement science expertise, and tailored solutions helps you forge ahead with confidence in our connected and dynamic world. Keysight Technologies (NYSE: KEYS) is an S&P 500 technology company, headquartered in Santa Rosa, California, with offices and manufacturing worldwide. Keysight owns 2,000+ patents and our ~15,000 employees work with nearly 32,000 customers worldwide to start technology revolutions. Keysight customers span the communications, industrial automation, aerospace and defense, automotive, energy, semiconductor, and general electronics markets. Join us! To accelerate innovation to connect and secure the world, innovators start here, with Keysight.