Los Alamos National Laboratory Verification and Validation Postdoc in Los Alamos, New Mexico
Vacancy Name: IRC74306
Job Title Verification and Validation Postdoc
Location Los Alamos, NM, US
Organization Name XCP-8/Verification And Analysis
What You Will Do
The Computational Physics: Verification & Analysis group (XCP-8) at the Los Alamos National Laboratory (LANL) has an opening for doctoral-level career scientists/engineers with research interests and experience in the areas of code and solution verification, and model validation. Our wide-ranging areas of interest include hydrodynamics, solid mechanics, material strength and damage, equation of state, reactive flow, high-energy-density physics, instabilities and turbulence, and radiation transport. We encourage mentoring for new staff to build skills quickly and continued publications/research are prized as well. This position is ideal for those who have completed post-doctoral work.
The selected candidate will be part of a multi-disciplinary team as they assess the effect of experimental data on simulation uncertainty in large-scale physics simulations. This will involve collaborating with experimentalists and physics subject-matter experts in order to understand sources and types of uncertainties for a single physics sub-model or experimental setup. The successful candidate will engage in developing probabilistic optimization methods related to uncertainty in model forms, developing uncertainty quantification methods for reduced order models using machine learning algorithms and propagating uncertainty through large-scale predictive physics-based simulations. The successful applicant should have a strong background in at least one of the specialty areas of continuous optimization, probabilistic optimization, uncertainty quantification, or machine learning methods. Experience with interpreted languages such as Python, Matlab, or R is required, Python experience being the most desirable.
Please visit XCP-8 https://www.lanl.gov/org/padwp/adx/computational-physics/verification-analysis/index.php
What You Need
Minimum Job Requirements:
Research-level expertise in optimization, uncertainty quantification, or machine learning, or a closely related focus area.
Experience using/developing physics codes
Strong programming skills in Fortran, C++ and/or Python. Alternately experience programming in Matlab or R may be substituted.
Familiarity with Unix
Proficient with software engineering tools like: version control systems; web-based software repository systems; issue trackers; online collaboration platforms; and continuous integration systems
Demonstrated ability to publish research in peer-reviewed journals or conference proceedings, communicate research to an interdisciplinary audience and work on an interdisciplinary team
Experience as developer or advanced user for continuum physics codes.
Experience using and/or developing LANL’s Advanced Simulation and Computing Program computational physics codes xRage and/or FLAG.
Experienced with modeling/implementing high explosives, equations-of-state and/or radiation transport models in LANL codes
Familiarity with and demonstrated interest in LANL’s mission and research environment.
Familiarity with Machine Learning packages such as TensorFlow and Scikit-learn
Familiarity with using High Performance Compute clusters
Experience with version-controlled code projects
Ability to obtain a Q clearance
Education: PhD in mathematics, physics, computer science, engineering, statistics, machine learning or a closely related discipline.
Notes to Applicants: Applicants must submit a CV, contact information for three references, and a letter of interest describing how they meet the required and desired qualifications for the position. Recent Ph.D. applicants not meeting all the requirements for the Scientist 2 position may be considered for a postdoctoral appointment.
Q Clearance: Applicants selected will be subject to a Federal background investigation and must meet eligibility requirements
for access to classified matter.
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.
Candidates may be considered for a Director's Postdoc Fellowship and outstanding candidates may be considered for the prestigious Richard P. Feynman, Darleane Christian Hoffman, J. Robert Oppenheimer, or Frederick Reines Distinguished Postdoc Fellowships.
For general information go to Postdoc Program .
Los Alamos National Laboratory is an equal opportunity employer and supports a diverse and inclusive workforce. All employment practices are based on qualification and merit, without regards to race, color, national origin, ancestry, religion, age, sex, gender identity, sexual orientation or preference, 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 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 firstname.lastname@example.org or call 1-505-665-4444 option 1.
Where You Will Work
Located in northern New Mexico, Los Alamos National Laboratory (LANL) is a multidisciplinary research institution engaged in strategic science on behalf of national security. LANL enhances national security by ensuring the safety and reliability of the U.S. nuclear stockpile, developing technologies to reduce threats from weapons of mass destruction, and solving problems related to energy, environment, infrastructure, health, and global security concerns.
Our diverse workforce enjoys a collegial work environment focused on creative problem solving, where everyone’s opinions and ideas are considered. We are committed to work-life balance and personal/professional growth. Our creative and dedicated computational professionals are our greatest asset and we take pride in cultivating their talents, supporting their efforts, and enabling their success. We encourage mentoring for new staff to build skills quickly and continued publications/research are prized as well. Together we are advancing our national security mission.
Compensation and Benefits:
Flexible work schedules
Exercise facility free for staff use
Choice of comprehensive medical plans
Paid maternity leave, sick time
401k match (100% up to 6% + kicker)
Fully vested in 401k day one
Los Alamos National Laboratory in Los Alamos, NM enjoys excellent weather, clean air and outstanding public schools. This is a safe, low-crime, family-oriented community with frequent concerts and events as well as quick travel to many top ski resorts, scenic hiking trails, and mountain climbing. The short drive to work includes stunning views of the Valles Caldera as well as the Sangre de Cristo mountains.
Appointment Type Postdoc
Req ID: IRC74306