Microelectronics Data Scientist

Riverside Overview

Riverside Research is an independent National Security Nonprofit dedicated to research and development in the national interest. We provide high-end technical services, research and development, and prototype solutions to some of the country’s most challenging technical problems. All Riverside Research opportunities require U.S. Citizenship.

Position Overview

Job Description

The Riverside Research Engineering and Support Solutions (ESS) directorate conducts Research and Development (R&D) of cyber-physical attacks against embedded systems. As a Microelectronics Data Scientist, you will collaborate with a multi-disciplinary team of research engineers and scientists on a range of microelectronics research projects. You’ll work directly with a team of embedded system security research subject matter experts (SME), the senior Principal Investigator, and Program Manager to support various project-specific research scope and deliverables providing value to our customers. The position is in Beavercreek OH and requires a security clearance. Remote work is not available for this position. Travel is not expected to exceed two to four times a year.

Responsibilities

Job Responsibilities

Conduct research in the application of data science, including deep learning and complex statistical data analysis, for problems within microelectronic hardware security

Perform all aspects of the data science lifecycle; gather requirements from non-data science technical staff, propose technical approaches, pre-process data, perform exploratory data analysis, model the data, critically evaluate performance of the model, and present findings

Develop whitepapers and presentations to communicate research findings

Contributes to proposals for new research in similar and/or related technology areas

Provide technical mentorship to junior researchers supporting your programs

Work collaboratively with customers and multi-disciplinary research partners on technical R&D projects

Qualifications

Required Qualifications

Secret clearance required to start, but must be able obtain Top Secret security clearance and all required program access approvals

Bachelor’s Degree in a quantitative discipline (e.g., computer engineering, electrical engineering, statistics, computer science, mathematics, physics, or other STEM fields) and 8 years experience, or 6 years and a Master’s Degree, or 3 years experience with a PhD in a related discipline

Expertise with machine learning in one or more of the following: Unsupervised Learning, Bayesian classifiers, Regression, Random Forests, Deep Learning, Graph Neural Networks, Belief Propagation, Statistical Inference

Proficient in Python and popular data science libraries (NumPy, Scikit-Learn, Matplotlib, etc.)

Demonstrated experience across the full data science lifecycle, for classification/regression, clustering, basic text analytics, image recognition, or other related applications.

Experience presenting technical material to both technical and non-technical audiences

Ability to manage timelines, product delivery, and product quality for research projects

Willing to work in a secure US Government facility

Interest in solving open-ended research challenges

Willing to travel 2-4 times per year.

Desired Qualifications

Active DoD Top Secret (TS) or equivalent US Government security clearance

Experience with TensorFlow, PyTorch, or similar Deep Learning framework

Experience with parallel and distributed processing of large data sets across multiple GPUs

Experience using revision control software

Experience leading a small technical team on research projects.

Understanding of Side Channel Analysis, Cryptography, or other Hardware Security topics.

Understanding of information theory and its application to cryptographic algorithms.

Understanding of signal processing is highly desired.

Global Comp

$155,000-$205,000 This represents the typical compensation range for this position based on experience, location and other factors.

Closing Statement

Riverside Research Institute is a not-for-profit, technology-oriented defense company, where service to our customers and support of our staff is our overall mission. Riverside is an affirmative action-equal opportunity employer and complies with all applicable federal, state, and local laws regarding recruitment and hiring. Riverside offers comprehensive compensation and benefit packages to our employees. Riverside bases its employment decisions solely on technical experience, qualifications and other job-related criteria related to our organizational purpose as a not-for-profit company, and without regard to race, color, religion, age, sex marital status, sexual orientation, national origin, physical or mental disability, veteran’s status or any other status legally protected by applicable federal, state, and local law.

Full Time Salary