Postdoctoral Research Associate
- Req. Number: IRC140935
- Organization : Physics And Chemistry Of Materials/T-1
- City, State: Los Alamos, New Mexico
What You Will Do
The Physics and Chemistry of Materials group (T-1) at Los Alamos National Laboratory is seeking qualified applicants for postdoctoral positions. The candidate will be expected to perform outstanding research at the intersection of machine learning, materials science, and chemistry on world leading HPC systems. The members of the T-1 group, who would sponsor the postdoctoral associate, are experts in theory and simulation of materials as well as the application of machine learning techniques to a wide range of problems.
Within the T-1 group, the selected applicant will focus on the development and application of machine learning techniques for the prediction of chemical and material properties. Specifically, this will include both deploying developed methodologies to national security specific challenges as well as developing the next generation of methods for the specific needs of Los Alamos National Laboratory (LANL). Examples of the types of models to be used are Machine Learned Interatomic Potentials (MLIPs) such as MACE, ANI, and HIPPYNN as well as chemical feature-based models such as ChemProp. The applicant will work with a variety of database structures and public and LANL owned data to train and validate these models. Once constructed, the candidate will deploy these models on HPC clusters such as El-Capitan to directly impact LANL mission needs. The applicant will also aid in proposal writing and program development to pursue new solutions to current challenges. Finally, the applicant will lead the preparation of manuscripts and develop conference presentations based on modeling successes demonstrated in the mission space.
What You Need
Minimum Job Requirements:
Desired Qualifications:
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:
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.
Position does not require a security clearance. Selected candidates will be subject to drug testing and other pre-employment background checks.
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.
Equal Opportunity: 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 regard 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 applyhelp@lanl.gov or call 1-505-665-4444 option 1.
Instructions on How to Activate/Create a LANL Jobs Account:
Follow the instructions below if you have ever had an employee Z number, been a contractor, or received Los Alamos Lab insurance coverage to activate your account:
Follow the instructions below if you if you have never been employed with the Lab or received insurance coverage to create an account:
How to Apply: How to Apply: Login to Your Account to Complete the Application Process
Click the Vacancy Name number (in blue) to view any job's details.
If you experience any technical issues, please email applyhelp@lanl.gov for assistance.
The Physics and Chemistry of Materials group (T-1) at Los Alamos National Laboratory is seeking qualified applicants for postdoctoral positions. The candidate will be expected to perform outstanding research at the intersection of machine learning, materials science, and chemistry on world leading HPC systems. The members of the T-1 group, who would sponsor the postdoctoral associate, are experts in theory and simulation of materials as well as the application of machine learning techniques to a wide range of problems.
Within the T-1 group, the selected applicant will focus on the development and application of machine learning techniques for the prediction of chemical and material properties. Specifically, this will include both deploying developed methodologies to national security specific challenges as well as developing the next generation of methods for the specific needs of Los Alamos National Laboratory (LANL). Examples of the types of models to be used are Machine Learned Interatomic Potentials (MLIPs) such as MACE, ANI, and HIPPYNN as well as chemical feature-based models such as ChemProp. The applicant will work with a variety of database structures and public and LANL owned data to train and validate these models. Once constructed, the candidate will deploy these models on HPC clusters such as El-Capitan to directly impact LANL mission needs. The applicant will also aid in proposal writing and program development to pursue new solutions to current challenges. Finally, the applicant will lead the preparation of manuscripts and develop conference presentations based on modeling successes demonstrated in the mission space.
What You Need
Minimum Job Requirements:
- Strong programming skills, notably in Python and deep learning library JAX/Pytorch/Tensorflow,
- Experience with machine learning models.
- Demonstrated experience in conducting original scientific research through peer reviewed publication record.
- Ability to operate autonomously with minimal oversight.
- Excellent communication skills (both oral and written).
- A PhD in Computer Science, Applied mathematics, Physics, Chemistry, Materials Science, or related fields, completed within the last five years or soon to be completed.
Desired Qualifications:
- Experience with High Performance Computing (HPC) or Graphics Processing Unit (GPU) computing.
- Strong programming skills in C/C++ and/or GPU-centric languages such as CUDA.
- Experience collaborating with experimental researchers in chemistry and materials science.
- A collaborative spirit with the aptitude to work synergistically within a multi-disciplinary team.
- U.S. citizen with willingness to apply for a clearance.
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 maternity and parental leave
- Award-winning 401(k) (6% matching plus 3.5% annually)
- Learning opportunities and tuition assistance
- Flexible schedules and time off (paid sick, vacation, 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.
Position does not require a security clearance. Selected candidates will be subject to drug testing and other pre-employment background checks.
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.
Equal Opportunity: 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 regard 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 applyhelp@lanl.gov or call 1-505-665-4444 option 1.
Instructions on How to Activate/Create a LANL Jobs Account:
Follow the instructions below if you have ever had an employee Z number, been a contractor, or received Los Alamos Lab insurance coverage to activate your account:
- Select the Click Here button if you have been employed with the Lab or received insurance coverage.
- Please enter only your first and last name and current email address (an email with your validation code will be sent to you) to activate the account currently in our system.
- Enter your validation code as described in the email you receive and complete the 3-page registration form. Your account is now active, and you can apply for jobs or save to your basket. Important: Enter the validation code within 15 days to activate your account or your account will be deactivated
Follow the instructions below if you if you have never been employed with the Lab or received insurance coverage to create an account:
- Select the Register button if you have never been employed with the Lab or received insurance coverage to Create an Account.
- From here, you will establish an account with username and password
How to Apply: How to Apply: Login to Your Account to Complete the Application Process
Click the Vacancy Name number (in blue) to view any job's details.
- Click Apply or Add to Basket to apply later. Tip: To apply for a job or save your basket, you must have a LANL jobs account.
If you experience any technical issues, please email applyhelp@lanl.gov for assistance.
