Applied Research Mathematician / Multimedia Forensics and Authentication - Experienced Level (MD)

National Security Agency   Fort Meade, MD   Full-time     Research
Posted on September 2, 2022
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RESPONSIBILITIES
- Analyze problems and determine procedures required to solve technical problems; - Create computer algorithms, data models, and protocols; - Identify new applications of known techniques; - Analyze data, algorithms, and communication protocols using mathematical/statistical methods; - Develop and apply mathematical or computational methods and lines of reasoning; - Design, develop and debug software solutions; - Create and maintain documentation on research processes, analyses and/or the results; - Write logical and accurate technical reports to communicate ideas across the enterprise; - Effectively instruct, mentor, and support the professional development of colleagues in the areas of technical expertise.
SKILLS
The ideal candidate is someone with excellent problem-solving, communication, and interpersonal skills, who possesses a range of knowledge and experience with: - Applying principles and methods of linear algebra (e.g., vector spaces, matrices, matrix manipulations) to solve complex problems; - Applying the mathematical principles, combinatorial methods or elicitation techniques to determine or calculate the likelihood of outcomes; - Quantifying the likelihood of an event's occurrence; - The scientific principles, methods, and processes used to conduct research studies (e.g., study design, data collection and analysis, and reporting results); - Concepts and procedures for applying algorithm design techniques (e.g., data structures, dynamic programming, backtracking, heuristics, and modeling) to design correct, efficient, and implementable algorithms for real-world problems; - Debugging and testing software programs; - Using best programming practices (e.g., appropriate coding standards, algorithm efficiencies, coding documentation); - Using principles, techniques, procedures, and tools that facilitate the development of software applications; - Using software and computer languages and skills (e.g., writing code, debugging/testing programs, fixing syntax, correcting logic errors, using abstract data types) to develop programs that meet technical requirements - Applying data-analytic techniques to analyze, visualize, and summarize sample data from populations; - Drawing inferences regarding populations based on results from sample data. Qualified applicants will have a strong technical background in a computational science discipline (e.g., Mathematics, Statistics, Data or Computer Science) and research experience in mathematical analysis of large data sets. Experience in operational areas is a plus. Exceptional candidates will have experience applying machine learning methods, including but not limited to a subset of network-based learning (e.g., deep learning, GANs), reinforcement learning, ensemble methods, and large scale graph analytics. Significant programming experience, especially working with large data sets (e.g., Python, Tensorflow, R, Java, C/C++, and/or other data processing frameworks) is preferred.
PAY BENEFITS & WORK SCHEDULE
This is a full-time position. Work Schedule: Monday - Friday, with basic 8hr/day work requirements between 0600 to 1800 (flexible). On-the job training, Internal NSA courses, and external training will be made available based on the need and experience of the selectee. Salary Range: $106,823 - $176,300 (Senior - Expert) NSAW location.
POSITION SUMMARY
NSA's Mathematics Research Group conducts world-class mathematical research with the objective of developing new and innovative techniques and technologies to support our Signals Intelligence and Cybersecurity missions, as well as the broader Intelligence Community (IC). We are actively seeking mathematicians to join our Statistics and Machine Learning Research Office. The office focuses on fundamental mathematics research in the applications of machine learning and statistical analysis, as well as a wide range of other technical areas to include cryptography, vulnerability research, machine learning security, network defense, digital forensics, and graph algorithms. In particular, Statistics and Machine Learning Research is seeking candidates with experience in multimedia forensics and authentication (MFA). MFA is the process of analyzing digital files (e.g., audio, video, image, and text) for signs of alteration, either in the form of the content, metadata, or file container. We are looking for individuals who have the skills to develop algorithms to aid in this detection process, and the desire to research and development new features and explainable forensic techniques using statistics and machine learning. The ideal candidate has experience in the MFA realm, proficiency with digital media, data science/machine learning skills, and a willingness to explore ideas through extensive research and development. We are looking for a team focused researcher, willing to collaborate and share knowledge.
HOW TO APPLY
U.S. Citizenship is required for all applicants. NSA is an equal opportunity employer and abides by applicable employment laws and regulations. All applicants and employees are subject to random drug testing in accordance with Executive Order 12564. Employment is contingent upon successful completion of a security background investigation and polygraph. Due to time sensitive communications regarding your application, please ensure your spam filters are configured to accept email from noreply@intelligencecareers.gov. Please review the job posting thoroughly to ensure you meet the described qualifications and are aware of all associated requirements. To apply for this position, please click the 'Apply' button located at the top right of this posting. After completing the application for the first time, or reviewing previously entered information, and clicking the 'Submit' button, you will receive a confirmation email. We encourage you to apply as soon as possible, as job postings could close earlier than the closing date due to sufficient number of applicants, or the position is no longer available. You may be asked a series of questions depending on the position you apply for. Your responses will be used as part of the application screening process and will assist in determining your eligibility for the position. Be sure to showcase within your resume those experiences relevant to this position. Failure to provide the required information or providing inaccurate information will result in your application not being considered for this position. Only those applicants who meet all position qualifications, may be contacted to begin employment processing. Please remain diligent in monitoring email and your SPAM folder. Reasonable accommodations may be provided to applicants with disabilities during the application and hiring process where appropriate. Please visit our Diversity link for more information. This position is a Defense Civilian Intelligence Personnel System (DCIPS) position in the Excepted Service under 10 U.S.C. 1601. DoD Components with DCIPS positions apply Veterans' Preference to eligible candidates as defined by Section 2108 of Title 5 USC, in accordance with the procedures provided in DoD Instruction 1400.25, Volume 2005, DCIPS Employment and Placement. If you are a veteran claiming veterans' preference, as defined by Section 2108 of Title 5 U.S.C., you may be asked to submit documents verifying your eligibility.
DCIPS Disclaimer
The National Security Agency (NSA) is part of the DoD Intelligence Community Defense Civilian Intelligence Personnel System (DCIPS). All positions in the NSA are in the Excepted Services under 10 United States Codes (USC) 1601 appointment authority.