: We are seeking a postdoctoral appointee to develop and apply new machine learning algorithms and methods to multiple areas that may include cyber security, co\-optimization of fuels and engines, and developing hardware accelerators for machine learning\. You will help develop novel interpretable machine learning algorithms and methods that allow us to understand why a prediction is made\. These algorithms will be applied to help human analysts understand cyber security related data, develop new fuels and understand what parts of a molecule are most critical, and more\. You may also help develop machine learning algorithms that are optimized for hardware accelerators and co\-design machine learning algorithms with hardware accelerators\. On any given day, you may be called on to: + Develop, implement and optimize new interpretable machine learning algorithms\.+ Apply interpretable machine learning techniques to a variety of problem domains+ Conduct innovative research, publish and present results in refereed journals and conferences+ Develop and pursue new opportunities in areas that support Sandia Mission activities+ Work in multidisciplinary teams Required: + A PhD, conferred within 5 years prior to employment, in computer science, electrical engineering, physics or a related area with a computational and machine learning focus\.+ A record of publication and innovation, as evidenced by peer\-reviewed journal articles, conference proceedings, technical books or issued patents\.+ Evidence of relevant and exceptional achievements in developing and applying new machine learning algorithms+ Ability to work in a collaborative research environment on problems in a variety of domains+ Proficiency in solving problems, prioritizing work, and making decisions+ Excellent written and oral communication skills+ Ability to obtain and maintain a DOE Q clearance Desired: + Experience with interpretable machine learning algorithms+ Proficiency with programming languages including python and C\+\++ Experience developing and delivering new software/simulation tools+ Proficiency with high\-performance computing platforms+ Experience in cybersecurity+ Knowledge of thermodynamics, computational chemistry or material science+ Experience developing algorithms optimized for hardware accelerators Department Description: The Assured Digital Systems & Computing department maintains capabilities for the verification of digital systems, including software; analysis of hardware and software; modeling and simulation of digital or software systems; synthesis of hardware or software to meet formal specifications; and development of specialized software utilizing advanced mathematics to meet specialized customer needs\. The department additionally performs research involving neuromorphic computing architectures\. The team consists mostly of PhDs with research backgrounds in computer science, analysis of programming languages and domain specific languages, and high performance computing\. We collaborate and team closely with organizations internally to 8700 and across SNL and a broad spectrum of external partners\. About Sandia: 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 withamazingimpact 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 schedules, generous vacations,strongmedical 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\. Security Clearance: Position requires a Department of Energy \(DOE\) granted Q\-level security clearance\. Sandia is required by DOE directive to conduct a pre\-employment drug testing, and a pre\-employment background review that includes personal reference checks, law enforcement record and credit checks, and employment and education verifications\. Applicants for employment must be able to obtain and maintain a DOE Q\-level security clearance, which requires U\.S\. citizenship\. 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 the DOE, rendering the inability to perform the duties assigned and resulting in termination of employment\. EEO Statement: 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\. : This 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\.
Internal Number: A09F78DDDB344430A03BF44581350461
About Sandia National Laboratories
Sandia National Laboratories is the nation's premier science and engineering lab for national security and technology innovation with major facilities in Albuquerque, New Mexico and Livermore, California. We are a world-class team of scientists, engineers, technologists, post docs, and visiting researchers all focused on cutting-edge technology, ranging from homeland defense, global security, biotechnology, and environmental preservation to energy and combustion research, computer security, and nuclear defense. To learn more, please visit our website at www.sandia.gov. We are searching for a Manager for the Semiconductor Device Sciences Department for the Albuquerque facility. Must be able to obtain and maintain a DOE Security Clearance.