AI/ML Job: Software Engineer Research (Machine Learning)

GrammaTech

Software Engineer Research (Machine Learning) at GrammaTech

Remote › 🇺🇸 100% remote position (in the US)
  (Posted May 21 2020)

About the company
Innovation is at the heart of GrammaTech, and we are constantly pushing the boundaries of software research and development–from software assurance and software integrity to cyber‐security, threat mitigation and autonomic computing. We develop new technologies and see the results of our research incorporated into tools used by engineers and security professionals worldwide.

GrammaTech was founded in 1988, with the firmly‐grounded purpose of helping today’s organizations develop tomorrow’s software. With a focus on the evolving cyber‐security landscape, software hardening and intelligent systems, we tackle the most challenging software issues through a constant stream of highly innovative research and commercial development programs. Headquartered in the beautiful Finger Lakes Region of New York, we have offices in Ithaca, NY, Bethesda, MD, and Madison, WI, as well as opportunities for remote employment.

We offer a competitive salary and benefits package including health care plan options, a generous paid time off program, flexible hours, company‐sponsored employee pension plan, and opportunities for professional and personal development.

GrammaTech, Inc. is an Equal Opportunity/Affirmative Action employer.
Members of underrepresented groups are encouraged to apply.

The Research Team responds to Request for Proposals from government and other sponsors:

Our expertise in software analysis and binary transformation comes from decades of experience of high-tech research with the U.S. government and other organizations. Over the past two decades, we have partnered with several groups to help solve some of the most complex software challenges that impact devices' resiliency, safety, and security. Our work has been focused in three areas:

Software Assurance: new techniques and technologies for analyzing and correcting software to ensure runtime integrity and prevent unplanned system breaches and failures.
Software Hardening: technologies solely focused on system resiliency.
Autonomic Computing: providing software systems with the ability to ‘self-protect’

This position is on the Research team.

Job description
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 apply


 

Company: GrammaTech

GrammaTech
job info / career page
Linkedin profile
Location: 🇺🇸 US Remote, 100% Remote

Map of the USA

Skills wanted for this job:
aws docker keras kubernetes python

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