Postdoctoral Research into Foundation Models for Scientific Data - Military Veterans

Job Title Postdoctoral Research into Foundation Models for Scientific Data
Location Los Alamos, NM, US
Organization Name CCS-3/ Information Sciences
Minimum Salary
Maximum Salary

What You Will Do

Los Alamos National Laboratory (LANL) is a world expert in scientific solutions for national security; come and be part of the next wave of machine learning applications for science! The Computer, Computational, and Statistical Sciences Division is seeking outstanding candidates for a postdoctoral research associate position in the development and analysis of large foundation models for scientific data. The position is available immediately.

You will work with a multi-institution and diverse team of scientists developing large multi-modal foundation models (consisting of at least one billion parameters or more) from scratch. The team will be using scientific data sets (data coming from scientific simulations, observational or experimental data) for creating large foundation models on LANL supercomputers and analyzing the created models for effectiveness.

You should have experience in large-scale machine learning methods and model training, a strong publication record, software development skills, an interdisciplinary research philosophy, and the ability to effectively communicate with researchers with varied backgrounds. As a postdoctoral research associate, you will be presented with the opportunity to publish results in high-impact peer-reviewed journals and to present at well-known conferences. The position is for two years, with a third year possible based on performance and funding.

What You Need

Minimum Job Requirements:

Technical Experience:

Recognized research experience in machine learning fundamentals, practical experience in training machine learning models (e.g., using PyTorch, TensorFlow etc.), strong programming and software development skills (e.g., using Python), and at least some experience coding for HPC clusters.

Communication:

Excellent presentation, oral, and written communication skills.

Publications

T rack record of peer-reviewed publications and presentations in your home discipline.

Education/Experience : Ph.D. in Computer Science, Electrical Engineering, Applied Math, or related discipline, completed within the last 5 years. Applications from candidates who will earn their degree by the time of appointment are accepted.

Desired Qualifications:

• Experience with large language models or foundation models
  
• Experience with training Transformers from scratch
  
• Experience developing machine-learning software for HPC architectures
  
• Large data analysis and visualization skills
  

Work Environment:

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.

Position commitment: Regular appointment employees are required to serve a period of continuous service in their current position in order to be eligible to apply for posted jobs throughout the Laboratory. If an employee has not served the time required, they may only apply for Laboratory jobs with the documented approval of their Division Leader. The position commitment for this position is 1 year.

Note to Applicants:

No applicant is expected to have all of the desired skills. Anyone who meets the education and minimum job requirements is encouraged to apply.

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.

*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.

No Clearance: 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, 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 1-505-664-6947 option 2 and then option 3.

Salary : Competitive salaries are based on the date the PhD degree requirements were completed or the degree was awarded. Starting salary for a new graduate is currently $94,500. For more information go to Postdoc Program website at https://www.lanl.gov/careers/career-options/postdoctoral-research/index.php .

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.

Employment Status
Appointment Type Postdoc
Postdoc