Postdoctoral Appointee - Knowledge Driven Analytics
- Sandia National Laboratories
- Location: Livermore, CA
- Job Number: 7087580 (Ref #: 679036)
- Posting Date: Oct 22, 2021
Job DescriptionThis postdoctoral position is a temporary position for up to one year, which may be renewed at Sandia's discretion up to five additional years. The PhD must have been conferred within five years prior to employment. Individuals in postdoctoral positions may bid on regular Sandia positions as internal candidates, and in some cases may be converted to regular career positions during their term if warranted by ongoing operational needs, continuing availability of funds, and satisfactory job performance. Employees must remain in their current position for one year before applying for a new position, with the exception of student interns. Application of this requirement will not supersede collective bargaining agreements. See collective bargaining labor agreements for represented bidder eligibility requirements for represented employees. : This posting will be open for application submissions for a minimum of seven (7) calendar days, including the ‘posting date’. Sandia reserves the right to extend the posting date at any time. : Sandia demonstrates its commitment to public safety in the national interest by requiring that all new hires attest to their vaccination status before commencing employment. The requirement also applies to those who are telecommuting and working virtually. Any concerns about the ability to meet this requirement should be directed to HR Solutions at (505) 284-4700. : We are seeking a hardworking and dedicated Postdoc to work at the interface between physics- and process-based predictive models and large spectral/temporal datasets, to include hyperspectral datacubes as well as persistently collected streams of multi-sensor electromagnetic, infrasound, and seismo-acoustic data. Model driven efforts will include predicting signal source terms, the processes governing them, and their subsequent propagation to deployed sensors, while data driven efforts will include both unsupervised and supervised machine learning approaches to extract interpretable signatures from multiple sensing modalities. On any given day, you may be called on to: + Perform self-directed analysis on provided data sets + Present/share results at team meetings with senior staff + Represent Sandia efforts at multi-lab collaboration meetings + Create publications and present results at conferences/workshops
+ PhD in Engineering, Chemistry, Physics, Applied Mathematics or related field + Ability to acquire and maintain a DOE Q-level security clearance
+ Proven experience in computational modeling/simulation + Experience in unsupervised/supervised learning + Proven experience in electromagnetic modeling/simulation + Python programming + Parallel computing
The Proliferation Signatures Discovery and Exploitation Department applies deep knowledge of optical sensing techniques to topics of relevance to Sandia and the nation. With backgrounds primarily in laser physics and chemistry, the group focuses on applications in hyperspectral sensing, trace particle detection and attribution and atmospheric measurement and modeling. In addition, the department is working on developing new laser technologies and new laser-based capabilities, such as quantum sensing. The work is supported by various internal and external customers.
Sandia National Laboratories is the nation’s premier science and engineering lab for national security and technology innovation, with teams of specialists focused on cutting-edge work in a broad array of areas. Some of the main reasons we love our jobs:• Challenging work with amazing impact that contributes to security, peace, and freedom worldwide• Extraordinary co-workers• Some of the best tools, equipment, and research facilities in the world• Career advancement and enrichment opportunities• Flexible work arrangements for many positions include 9/80 (work 80 hours every two weeks, with every other Friday off) and 4/10 (work 4 ten-hour days each week) compressed workweeks, part-time work, and telecommuting (a mix of onsite work and working from home)• Generous vacations, strong medical and other benefits, competitive 401k, learning opportunities, relocation assistance and amenities aimed at creating a solid work/life balance* World-changing technologies. Life-changing careers. Learn more about Sandia at: http://www.sandia.gov*These benefits vary by job classification.
Sandia is required by DOE to conduct a pre-employment drug test and background review that includes checks of personal references, credit, law enforcement records, and employment/education verifications. Applicants for employment need to be able to obtain and maintain a DOE Q-level security clearance, which requires U.S. citizenship. If you hold more than one citizenship (i.e., of the U.S. and another country), your ability to obtain a security clearance may be impacted. Applicants offered employment with Sandia are subject to a federal background investigation to meet the requirements for access to classified information or matter if the duties of the position require a DOE security clearance. Substance abuse or illegal drug use, falsification of information, criminal activity, serious misconduct or other indicators of untrustworthiness can cause a clearance to be denied or terminated by DOE, resulting in the inability to perform the duties assigned and subsequent termination of employment.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or veteran status and any other protected class under state or federal law.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.