Posted almost 4 years ago
Overview
Exciting opportunity to work on significantly advancing the state-of-the-art in cybersecurity tools! Our effort is addressing an outstanding software security hole, through novel applications of machine learning.
Location : GrammaTech has offices in Ithaca, NY, Bethesda, MD, and Madison, WI — but will consider remote employees when there is a strong match of skills and remote work experience,outside the recent pandemic. (Remote employees MUST be located in the United States.)
Responsibilities
Under guidance of a principal investigator (PI), a software engineer on a research project will implement innovative prototypes to explore new approaches to problems in software security. A research-oriented software engineer is expected to:
* Study and implement approaches drawn from academic literature or in-house design.
* Evaluate the resulting prototype implementation to test its value in addressing the research goals.
* Report results to the PI and respond by adapting the prototype to better address research goals.
* Contribute to presentations and written reports that keep research sponsors up to date on project progress.
* Prepare prototypes for demonstrations and evaluations by research sponsors.
Qualifications
Required
* BS in Computer Science or equivalent.
* Three (3) years or more of industry experience.
* Significant experience with applying machine learning techniques such as artificial neural networks, support vector machines, and cluster analysis to different problem domains.
* Experience with implementing robust software using open source machine learning frameworks such as keras, scikit-learn, gensim. Such experience is expected to be in projects that are beyond standard coursework.
* Ability to read advanced machine learning publications, and to judge and implement the key ideas.
* Advanced software application development skills in Python and C++.
* Thorough understanding of data structures and algorithms.
Preferred
* MS or PhD in Computer Science.
* Experience with machine code (x86, x64, ARM).
* Knowledge of the cybersecurity domain.
* Knowledge of containerization, orchestration, and deployment (docker, Kubernetes, AWS).
GrammaTech, Inc. is an Equal Opportunity/Affirmative Action employer.
Members of underrepresented groups are encouraged to applyyagJzhkdapAsCMnUw7CpJAMi