Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer
Costa Mesa, CA · On-site
$166 - $220/hr
Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer
Costa Mesa, CA · On-site
$166 - $220/hr
Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Probabilistic Forecasting & Uncertainty Quantification: Develop forecasting and probabilistic modeling approaches that represent uncertainty, confidence ranges, scenario distributions, and ...
Probabilistic Forecasting & Uncertainty Quantification: Develop forecasting and probabilistic modeling approaches that represent uncertainty, confidence ranges, scenario distributions, and ...
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$200K - $300K/yr
These domains expose deep computational bottlenecks in sampling, probabilistic inference, optimization, simulation, uncertainty quantification, inverse design, planning, and control. Sygaldry is ...
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$200K - $300K/yr
These domains expose deep computational bottlenecks in sampling, probabilistic inference, optimization, simulation, uncertainty quantification, inverse design, planning, and control. Sygaldry is ...
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$140 - $210/hr
These domains expose deep computational bottlenecks in sampling, probabilistic inference, optimization, simulation, uncertainty quantification, inverse design, planning, and control. Sygaldry is ...
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$140 - $210/hr
These domains expose deep computational bottlenecks in sampling, probabilistic inference, optimization, simulation, uncertainty quantification, inverse design, planning, and control. Sygaldry is ...
Postdoctoral Scholar
Berkeley, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Postdoctoral Scholar
Berkeley, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Postdoctoral Scholar
Berkeley, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Postdoctoral Scholar
Berkeley, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer
Costa Mesa, CA · On-site
Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer
Costa Mesa, CA · On-site
Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to ...
Apply advanced statistical methods (such as regression modeling, Bayesian inference, surrogate/metamodeling, sensitivity analysis, uncertainty quantification, and beyond) to simulation output to ...
Apply advanced statistical methods (such as regression modeling, Bayesian inference, surrogate/metamodeling, sensitivity analysis, uncertainty quantification, and beyond) to simulation output to ...
Postdoctoral Scholar
San Francisco, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Postdoctoral Scholar
San Francisco, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
Postdoctoral Scholar
San Francisco, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
Postdoctoral Scholar
San Francisco, CA · On-site
Make advances in one or more of: multimodal data fusion/joint inference; uncertainty quantification with realistic noise/measurement error; complex physics- and artifact-aware forward modeling; and ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
ML Engineer, Surrogate Modeling (Vehicle Engineering)
Hawthorne, CA · On-site
$145K - $175K/yr
Develop and apply techniques for uncertainty quantification, active learning, and inverse problems (e.g., geometry and shape optimization) * Ensure all AI systems are rigorously validated and vetted ...
Apply advanced statistical methods (such as regression modeling, Bayesian inference, surrogate/metamodeling, sensitivity analysis, uncertainty quantification, and beyond) to simulation output to ...
Apply advanced statistical methods (such as regression modeling, Bayesian inference, surrogate/metamodeling, sensitivity analysis, uncertainty quantification, and beyond) to simulation output to ...
Senior Specialist, Data Science
San Francisco, CA · On-site
$129K - $203K/yr
Experience with probabilistic/Bayesian modeling, uncertainty quantification, or causal inference. * Prior experience designing agentic systems, human-in-the-loop workflows, or using reinforcement ...
Senior Specialist, Data Science
San Francisco, CA · On-site
$129K - $203K/yr
Experience with probabilistic/Bayesian modeling, uncertainty quantification, or causal inference. * Prior experience designing agentic systems, human-in-the-loop workflows, or using reinforcement ...
The person will partner closely with antibody modeling scientists on architecture, feature design, and uncertainty quantification - not just downstream of them. Key Responsibilities Antibody ...
The person will partner closely with antibody modeling scientists on architecture, feature design, and uncertainty quantification - not just downstream of them. Key Responsibilities Antibody ...
Computational Materials Scientist - Postdoctoral Researcher
Livermore, CA · On-site
$123K/yr
Develop uncertainty quantification (UQ) and propagation methods into ICME approaches. * Interface with experimentalists in design of experiment and material development campaigns. * Work both ...
Computational Materials Scientist - Postdoctoral Researcher
Livermore, CA · On-site
$123K/yr
Develop uncertainty quantification (UQ) and propagation methods into ICME approaches. * Interface with experimentalists in design of experiment and material development campaigns. * Work both ...
Uncertainty Quantification information
See California salary details
$29.6K - $37.8K
11% of jobs
$45.1K is the 25th percentile. Wages below this are outliers.
$37.8K - $45.9K
16% of jobs
$45.9K - $54.1K
11% of jobs
The median wage is $60.2K / yr.
$54.1K - $62.3K
17% of jobs
$62.3K - $70.4K
9% of jobs
$78.3K is the 75th percentile. Wages above this are outliers.
$70.4K - $78.6K
13% of jobs
$78.6K - $86.8K
10% of jobs
$86.8K - $94.9K
3% of jobs
$94.9K - $103.1K
3% of jobs
$103.1K - $111.3K
5% of jobs
$111.3K - $119.4K
3% of jobs
$29.6K
$68.5K
$119.4K
How much do uncertainty quantification jobs pay per year?
What is uncertainty quantification?
What are the key skills and qualifications needed to thrive as an uncertainty quantification specialist?
What are some common challenges faced by professionals in uncertainty quantification when working on multidisciplinary teams?
What is the difference between Uncertainty Quantification vs Data Scientist?
| Aspect | Uncertainty Quantification | Data Scientist |
|---|---|---|
| Required credentials | Advanced degrees in engineering, mathematics, or statistics | Degree in computer science, statistics, or related fields |
| Work environment | Research labs, engineering firms, simulation-based industries | Tech companies, finance, healthcare, and marketing |
| Industry usage | Engineering, aerospace, manufacturing, scientific research | Business analytics, product development, predictive modeling |
Uncertainty Quantification focuses on assessing and reducing uncertainty in models and simulations, often requiring advanced mathematical skills. Data Scientists analyze data to extract insights, build predictive models, and support decision-making. While both roles involve statistics and data analysis, Uncertainty Quantification is more specialized in modeling uncertainties in engineering and scientific contexts, whereas Data Scientists work across diverse industries with a broader focus on data-driven insights.
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Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer
Costa Mesa, CA
Full-time
Re-posted 7 days ago
Anduril rating
9.1
Anduril
Based on 17 frontline employees who took The Breakroom Quiz
7.4
Manufacturers average
Based on 75,935 frontline employees who took The Breakroom Quiz
Job description
Anduril's Air Dominance & Strike (AD&S) Division is rapidly reshaping the future of peer-to-peer conflict. We are building the next generation of affordable, collaborative combat aircraft, missiles, and the autonomous software that powers them. As we scale, we are seeking a visionary Air-Vehicle Multidisciplinary Design Analysis and Optimization (MDAO) Engineer to join our fast-growing team. You will be instrumental in driving the rapid development of cutting-edge weapon systems by integrating and optimizing across the entire design lifecycle. This role is for an engineer who challenges traditional silos between conceptual design, preliminary development, and detailed engineering, bringing together diverse discipline experts to form cohesive, multi-fidelity workflows.
We're looking for someone who understands that models are not just for analysis, but are critical tools for informing every stage of product development - from early design decisions to operational sustainment. Your expertise will bridge the gap between engineering analysis, hardware, and software development, ensuring our modeling and tooling choices directly contribute to delivering mission-critical systems to our customers.
The ideal candidate possesses a strong and broad foundation in computational engineering analysis, adept at modeling both steady-state and transient phenomena. You will integrate disciplinary models (e.g., controls, guidance, mission systems, 6DOF simulations, subsystems, manufacturing) earlier into design iterations. Leveraging commercial MDAO frameworks, you will automate engineering workflows, pioneer advanced methods like Uncertainty Quantification (UQ), and proficiently apply cutting-edge AI tools to accelerate and optimize MDAO processes. Experience with CAD scripting (e.g., Engineering Sketch Pad) for parameterized geometry, operational analysis codes, and a deep understanding of error and uncertainty in modeling complex systems are highly desirable.
If you are a highly skilled MDAO practitioner ready to leverage your expertise to revolutionize defense capabilities, this role is for you.
WHAT YOU'LL DO- Lead MDAO Initiatives: Collaborate with air-vehicle design and analysis disciplines and technical leadership across AD&S programs to define and execute critical trade studies, building robust, data-driven workflows using commercial MDAO frameworks.
- Strategic Development: Work with the AD&S Engineering Tools Lead to shape the strategic roadmap for MDAO capabilities, deploy multi-fidelity workflows across programs, and document available resources.
- Geometry Generation: Design and implement robust, parameterized, watertight, CAD-based scripted geometry models to enable multidisciplinary analysis and ensure consistent results.
- Accelerate Design Insights: Drive the earlier integration of disciplinary models into the design process, providing rich data to inform critical tradespace decisions.
- Pioneer Methodologies: Develop and apply cutting-edge MDAO methods and models to significantly increase the efficiency and effectiveness of AD&S teams.
- Apply AI to MDAO: Innovate and deploy Artificial Intelligence (AI) solutions within MDAO workflows to enhance efficiency and discovery.
- Optimize Workflows: Identify gaps, bottlenecks, and recommend solutions to continuously improve multi-fidelity workflows.
- Execute Advanced Analyses: Assemble and run automated MDAO workflows, Design of Experiments (DOE), optimizations, sensitivity analyses, and Uncertainty Quantification (UQ) for AD&S programs.
- Mentor & Guide: Direct discipline experts on efficient methods and approaches to create "MDAO-hardened" models and tools suitable for robust multi-fidelity workflows.
- Document & Train: Develop and maintain comprehensive documentation and training materials for new and experienced technical experts utilizing MDAO technologies across AD&S.
- Bachelor's or higher degree from an accredited program in Engineering, Physics, Mathematics, or Computer Science.
- 8+ years of experience in aircraft and/or missile design and analysis.
- 3+ years of hands-on experience developing MDAO methods, demonstrating broad understanding across multiple engineering disciplines, such as: Cost, Configuration Design, Mass Properties, Lethality, Structures, Propulsion, Aerodynamics, Vehicle Performance, Thermal Management, Power Management, Systems Engineering, Survivability, Operational Analysis, Mission Systems, Avionics, Launch Systems, and GNC (Guidance, Navigation & Controls).
- Proven experience in developing and deploying MDAO workflows and toolsets.
- Expertise in applying optimization, sensitivity analysis, Uncertainty Quantification (UQ), and Design of Experiments (DOE) methods.
- Demonstrable ability to apply large language models and/or develop AI models to enhance or accelerate engineering processes and tasks with measurable efficiency improvements.
- Proficiency in higher-level scripting languages (Python, MATLAB) within a version-controlled environment (preferably Git), with exposure to compiled languages (C, C++, FORTRAN).
- Strong collaborative spirit and a desire to contribute to methods development and process workflows in a team setting.
- Exceptional written and verbal communication skills, particularly in organizing and presenting complex MDAO insights to inform stakeholders quickly and concisely.
- Ability to obtain and maintain a DoD Secret security clearance and Special Access Program (SAP) eligibility.
- Advanced degree in Engineering, Physics, Mathematics, or Computer Science.
- Experience developing MDAO workflows and toolsets using commercial MDAO framework software (e.g., ModeFRONTIER/VOLTA, Siemens HEEDS, or similar environments).
- Ability to obtain and maintain a DoD Top Secret security clearance and SAP eligibility.
Working at Anduril
About Anduril, in their own words
From Anduril
As the world enters an era of strategic competition, Anduril delivers cutting-edge autonomy, AI, computer vision, sensor fusion, and networking technology to the warfighter in months, not years.
About Anduril Industries
Sourced by ZipRecruiter
Anduril Industries is a trailblazer in the technology industry based in Costa Mesa, CA, US. Founded in 2017 by Palmer Luckey, the creator of Oculus VR, the company focuses on developing innovative technology to equip and empower those in the defense sector. Its primary products include cutting-edge autonomous systems and AI software that assist in combating threats to national and global security. The mission of Anduril Industries is to integrate technology and defense by building transformative, scalable solutions that ensure a safer world.
Industry
Guided missile and space vehicle manufacturing
Company size
501 - 1,000 Employees
Headquarters location
Costa Mesa, CA, US
Year founded
2017