Expert Solution Engineer - AI/ML, Digital Photonics & Aerospace/Defense Technologies
Role details
Job location
Tech stack
Job description
Keysight Technologies is seeking an experienced and highly skilled Solution Engineer to join its AI team within Software & AI Labs. This expert-level role combines deep domain knowledge in Digital Photonics (real-time and sampling oscilloscopes, BERTs, arbitrary waveform generators) and Aerospace/Defense (signal sources, radar and EW test) with hands-on AI/ML engineering. The successful candidate will drive data and test-case generation for AI model training on real bench hardware, develop and deploy ML models against that data, and coordinate with internal business units and Machine Learning Engineers (MLEs). Responsibilities
- Develop and maintain custom scripts and automation solutions for instrument control and customer testing requirements across scopes, BERTs, AWGs, signal sources, and radar test setups (SCPI, PyVISA, instrument APIs).
- Lead data-generation campaigns in the Data Generation Lab on our AI Platform - designing measurement plans and producing high-quality datasets for AI model training.
- Develop, train, and validate ML models for measurement science problems: waveform and eye-diagram analysis, EVM/BER/jitter inference, signal classification, and radar/EW scenario characterization.
- Convert measurement and optimization workflows into agentic AI skills (LLM-based tooling) so instruments can be operated and results interpreted through AI-driven pipelines.
- Coordinate with Keysight business units and MLEs to facilitate high-quality data generation for AI model development.
- Act as a primary customer interface for the AI Development Platform in photonics and A&D engagements, ensuring alignment with user needs and technical requirements.
- Serve as a technical advisor on high-speed digital, photonics, and radar/EW test technologies across global engagements.
- Lead technical discussions, demonstrations, and proof-of-concept initiatives with customers and R&D teams; collaborate with account managers to communicate the value of Keysight's AI solutions.
- Deliver training and ongoing technical support to ensure customer success; build and maintain strategic customer relationships.
- Represent Keysight at industry events and technical forums.
Requirements
- Bachelor's, Master's, or PhD in Electrical Engineering, Physics, Electronics and Communication Engineering, or a related field.
- 5-10 years of relevant experience, including customer-facing technical roles.
- Hands-on expertise with T&M equipment - oscilloscopes, BERTs, AWGs, and/or signal generators/analyzers - including remote programming and test automation (Python, SCPI, PyVISA, IVI; C# and OpenTAP a plus).
- Strong ML engineering skills: Python, PyTorch or TensorFlow, and classical signal processing applied to time-series, RF, or optical waveform data.
- Solid RF and/or high-speed digital fundamentals: modulation, EVM, BER, jitter etc.
- Domain depth in at least one of: optical/photonics test (coherent optics, PAM4, TDECQ) or radar/EW (pulse compression, chirps, PRI/PDW analysis, threat simulation).
- Independent professional who works best under broad and general direction.
- Due to this role's exposure to export-controlled defense technology, candidates must qualify as U.S. Persons as defined by ITAR (22 CFR * 120.62).
Preferred Qualifications
- Experience building LLM-based agents, tools, or skills (Claude, MCP, or similar) for engineering automation is a strong plus.
The level of role will be based on applicable experience, education and skills; Most offers will be between the minimum and the midpoint of the Salary Range listed below.
Benefits & conditions
California pay range: MIN $143,050- MAX $238,420
Colorado pay range: MIN $132,450- MAX $220,750
Note:For other locations, pay ranges will vary by region
US Employees may be eligible for the following 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)
Careers Privacy Statement
Keysight is an Equal Opportunity Employer