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Physics Ai Simulation Jobs in Colorado (NOW HIRING)

... physics, precision spectroscopy, optics, vacuum systems, electronics, cryogenics, or laser * Due to ... Experience performing simulation and modeling to inform experiments * Experience programming ...

Software Developer

Colorado Springs, CO · On-site

$86K - $198K/yr

Build and maintain core simulation tools that underpin the entire command and control (C2) analysis ... Bachelor's degree in Physical Science, Engineering, Physics, Mathematics, Operational Research, or ...

Software Developer

Colorado Springs, CO · On-site

$86K - $198K/yr

Build and maintain core simulation tools that underpin the entire command and control (C2) analysis ... Bachelor's degree inPhysicalScience, Engineering, Physics, Mathematics, Operational Research ...

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Showing results 21-40

Physics Ai Simulation information

How do professionals in Physics AI Simulation typically collaborate with other teams to develop accurate models?

In Physics AI Simulation roles, collaboration is integral to creating reliable simulation models. Professionals often work closely with domain experts, such as physicists and engineers, to validate the scientific accuracy of their AI-driven simulations. They also partner with software developers to integrate simulation tools into broader platforms and may engage with data scientists to refine algorithms using experimental or real-world data. Regular interdisciplinary meetings and code reviews are common practices to ensure alignment and quality throughout the project lifecycle.

What are the key skills and qualifications needed to thrive as a Physics AI Simulation specialist?

To thrive as a Physics AI Simulation Specialist, you need a solid background in physics, mathematics, and computer science, often supported by a relevant degree or advanced studies. Familiarity with simulation software such as MATLAB, Simulink, or Unity, and programming languages like Python or C++, is typically required, along with experience in machine learning frameworks. Strong problem-solving, analytical thinking, and effective collaboration skills help distinguish top performers in this field. These competencies ensure accurate modeling, innovative solutions, and effective teamwork in developing realistic and efficient AI-driven simulations.

What is a Physics AI Simulation?

A Physics AI Simulation job involves creating, developing, and maintaining computer simulations that model physical systems using artificial intelligence techniques. Professionals in this field use their expertise in physics, mathematics, and programming to design simulations for research, engineering, gaming, or educational purposes. They often work with machine learning algorithms to improve the accuracy and efficiency of these simulations, enabling better predictions and deeper insights into complex phenomena. This role typically requires strong analytical skills and experience with simulation software and programming languages.

What is the difference between Physics Ai Simulation vs Data Scientist?

AspectPhysics Ai SimulationData Scientist
Required CredentialsPhysics or Computer Science degree, knowledge of AI and simulation toolsStatistics, Mathematics, Computer Science degree, programming skills
Work EnvironmentResearch labs, tech companies, simulation software developmentBusiness, tech firms, data analysis teams
Industry UsagePhysics research, AI-driven simulations, scientific modelingData analysis, predictive modeling, business insights

Physics Ai Simulation focuses on creating AI-driven models to simulate physical phenomena, often requiring physics and AI expertise. Data Scientists analyze data to extract insights, build predictive models, and support decision-making. While both roles involve data and AI, Physics Ai Simulation emphasizes physical modeling and simulation, whereas Data Scientists focus on data analysis and interpretation.

What are popular job titles related to Physics Ai Simulation jobs in Colorado? For Physics Ai Simulation jobs in Colorado, the most frequently searched job titles are:
What cities in Colorado are hiring for Physics Ai Simulation jobs? Cities in Colorado with the most Physics Ai Simulation job openings:
Infographic showing various Physics Ai Simulation job openings in Colorado as of August 2026, with employment types broken down into 73% Full Time, 23% Part Time, and 4% Contract. Highlights an 65% Physical, 3% Hybrid, and 32% Remote job distribution.

Senior Solution Engineer - AI/ML, Digital Photonics & Aerospace/Defense Technologies

Keysight Technologies, Inc.

Loveland, CO • On-site, Remote

$143K - $238K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 7 days ago


Keysight Technologies rating

8.1

Company rating: 8.1 out of 10

Based on 20 frontline employees who took The Breakroom Quiz

49th of 156 rated electronics manufacturers


Job description

Overview

Keysight is on 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.

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.

Position Summary: 

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.

Qualifications
  • 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.

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

Keysight Technologies Inc. is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other protected categories under all applicable laws.

Qualifications:
  • 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.

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

Keysight Technologies Inc. is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other protected categories under all applicable laws.

Education:UNAVAILABLEEmployment Type: UNAVAILABLE

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