Applied Research Laboratory at the Penn State University
Artificial Intelligence / Machine Learning Research and Development Engineer
Applied Research Laboratory at the Penn State University, Reston, Virginia, United States, 22090
We are seeking highly motivated Research and Development Engineers to join our Computational Intelligence and Visualization Application Department of the Applied Research Laboratory (ARL) at Penn State. You will assist in providing customers with state-of-the-art visualization and decision support. The primary focus will be researching and developing feasible algorithmic solutions to our sponsors complex problems given large sets of multivariate data.
ARL is an authorized DoD SkillBridge partner and welcomes all transitioning military members to apply.
You will:
Design, develop, and research machine learning systems, models, and schemes
Study, transform, and apply state-of-the-art machine learning prototypes to sponsor-specific domains
Search and select appropriate data sets before performing data collection and data modeling
Visualize data for deeper insights
Generate and present technical research reports and briefings
Perform statistical analysis in support of pattern of life and anomaly detection
Perform data fusion and correlation
Build high-quality software prototypes integrated with our various research and pre-production software environments
Collaborate with other ARL staff and sponsors
Additional responsibilities of higher levels include:
Supervise the work of lower-level staff and undergraduate students
Perform tasks of a larger scope and lead specific tasks within the project scope
Required skills/knowledge includes:
Data science/algorithm development
Data science/Machine Learning languages to include Python
Research, development, and implementation of machine learning models
Preferred skills/knowledge includes:
A Masters degree
Training and optimizing ML algorithms on GPU hardware architectures, specifically NVIDIA-based
Working with geo-spatial data
Statistics, multivariable calculus, and linear algebra
Exploratory data analysis and visualization
Data science/Machine Learning tools to include Pandas, PyTorch/TensorFlow, NumPy, MatPlotLib, PostGreSQL, FastAPI
Software Development tools to include Git, Docker, Kubernetes, SSH
Active TS/SCI Clearance
Your work location will be on-site in State College, PA, or Reston, VA, in a classified environment.
MINIMUM EDUCATION, WORK EXPERIENCE & REQUIRED CERTIFICATIONS
If filled as Research and Development Engineer - Intermediate Professional, this position requires a Bachelor's Degree in Engineering or Science and 2+ years of relevant experience. Required Certifications: None.
If filled as Research and Development Engineer - Professional, this position requires a Bachelor's Degree in Engineering or Science. No prior relevant work experience is required. Required Certifications: None.
ARLs purpose is to research and develop innovative solutions to challenging scientific, engineering, and technology problems in support of the Navy, the Department of Defense (DoD), and the Intel Community (IC).
EQUAL EMPLOYMENT OPPORTUNITY
Penn State is an equal opportunity employer and is committed to providing employment opportunities to all qualified applicants without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.
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