AI/ML Critical Infrastructure Postdoc

Los Alamos National Laboratory; Los Alamos (NM); On-site; USD 120,000 - 190,000; Full time

Benefits offered by this job

Relocation assistance

Excellent benefits

Onsite gyms

Job summary

Los Alamos National Laboratory (LANL) in Los Alamos, NM, seeks a scientist with demonstrated ML expertise to advance data-driven modeling for complex systems. You will contribute to surrogate modeling, uncertainty quantification, and probabilistic prediction while pursuing innovative research directions.

Qualifications include a PhD in a related field and strong publication record, with the ability to obtain a DOE Q clearance.

Qualifications

• PhD in a related field within the past 5 years is required.
• Demonstrated experience in ML, modeling, and uncertainty quantification.

Responsibilities

• Lead research in ML and data-driven modeling for complex systems.
• Develop new research directions beyond existing methods.
• Collaborate with interdisciplinary teams to advance national security science.

Skills

Machine Learning

Data-driven modeling

Scientific computing

Statistical methods

Publication record

Surrogate modeling

Emulation

Data assimilation

Uncertainty quantification

Probabilistic prediction

Multi-modal data integration

PyTorch

JAX

Python

NumPy/SciPy

Security clearance

Education

PhD in Electrical Engineering/CS/Physics or related field

Tools

PowerWorld

Pandapower

MATPOWER

PowerModels

GasModels

ns-3

Git/version control

Python

Job description

What You Will Do

Join the best and brightest minds in the world at one of the most innovative and creative multidisciplinary research institutions engaged in strategic science on behalf of national security; the work we do at Los Alamos National Laboratory (LANL) matters to our country and the world.

What You Need

Minimum Job Requirements

• Demonstrated experience in machine learning, data-driven modeling, scientific computing, or statistical methods for complex systems, evidenced by a strong publication record in peer-reviewed journals.
• Deep understanding of one or more areas: surrogate modeling, emulation, data assimilation, uncertainty quantification, probabilistic prediction, or multi-modal data integration.
• Proficient programming skills with hands‑on experience using modern ML frameworks (e.g., PyTorch and/or JAX) and Python, scientific stack (NumPy/SciPy).
• Demonstrated creativity and interest in developing new research directions rather than only implementing existing methods.
• Ability to obtain a DOE Q and SCI security clearances, which generally requires U.S. citizenship

Education/Experience

A Ph.D. in electrical engineering, computer science, physics or a related field within the past 5 years is required.

Desired Qualifications

• Experience with critical infrastructure modeling tools (PowerWorld, Pandapower, MATPOWER, PowerModels, GasModels, ns-3)
• Collaborative software development experience (git/version control)
• Experience with modeling dynamic equations using AI/ML methods

Work Location

The work location for this position is onsite and located in Los Alamos, NM. All work locations are at the discretion of management.

Note to Applicants

Due to federal restrictions contained in the current National Defense Authorization Act, citizens of the People's Republic of China-including the special administrative regions of Hong Kong and Macau-as well as citizens of the Islamic Republic of Iran, the Democratic People's Republic of Korea (North Korea), and the Russian Federation, who are not Lawful Permanent Residents("green card" holders) are prohibited from accessing facilities that support the mission, functions, and operations of national security laboratories and nuclear weapons production facilities, which includes Los Alamos National Laboratory.

Where You Will Work

Located in beautiful northern New Mexico, Los Alamos National Laboratory (LANL) is a multidisciplinary research institution engaged in strategic science on behalf of national security.

Our generous benefits package includes:

• PPO or High Deductible medical insurance with the same large nationwide network
• Dental and vision insurance
• Free basic life and disability insurance
• Paid childbirth and parental leave
• Award-winning 401(k) (6% matching plus 3.5% annually)
• Learning opportunities and tuition assistance
• Flexible schedules and time off (PTO and holidays)
• Onsite gyms and wellness programs
• Extensive relocation packages (outside a 50 mile radius)

Additional Details

Directive 206.2 - Employment with Triad requires a favorable decision by NNSA indicating employee is suitable under NNSA Supplemental Directive 206.2. Please note that this requirement applies only to citizens of the United States. Foreign nationals are subject to a similar requirement under DOE Order 142.3A.

Clearance: Q (Position will be cleared to this level). Selected applicants will be subject to a background investigation conducted by or on behalf of the Federal Government, and must meet eligibility requirements* for access to classified matter. This position requires a Q clearance, and obtaining such clearance requires US Citizenship except in extremely rare circumstances. Dependent upon the position, additional authorization to access classified information may be required, which may or may not be available to dual citizens. Receipt of a Q clearance and additional access authorization ultimately is a decision of the Federal Government and not of Triad.

• Eligibility requirements: To obtain a clearance, an individual must be at least 18 years of age; U.S. citizenship is required except in very limited circumstances. See DOE Order 472.2 for additional information.

New-Employment Drug Test

The Laboratory requires successful applicants to complete a new-employment drug test and maintains a substance abuse policy that includes random drug testing. Although New Mexico and other states have legalized the use of marijuana, use and possession of marijuana remain illegal under federal law. A positive drug test for marijuana will result in termination of employment, even if the use was pre-offer.

Internal Applicants

Regular appointment employees who have served the required period of continuous service in their current position are eligible to apply for posted jobs throughout the Laboratory. If an employee has not served the required period of continuous service, they may only apply for Laboratory jobs with the documented approval of their Division Leader. Please refer to Policy Policy P701 for applicant eligibility requirements.

Los Alamos National Laboratory is an equal opportunity employer. All employment practices are based on qualification and merit, without regard to protected categories such as race, color, national origin, ancestry, religion, age, sex, gender identity, sexual orientation, marital status or spousal affiliation, physical or mental disability, medical conditions, pregnancy, status as a protected veteran, genetic information, or citizenship within the limits imposed by federal, state, and local laws and regulations. The Laboratory is also committed to making our workplace accessible to individuals with disabilities and will provide reasonable accommodations, upon request, for individuals to participate in the application and hiring process. To request such an accommodation, please send an email to [e-mail] or call (505)-664-6947.