Machine Learning Research Scientist - NLP Source Code Analysis
Company: Zachary Piper Solutions, LLC
Location: Arlington
Posted on: February 20, 2021
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Job Description:
Piper Companies has partnered with leading edge Research &
Development to identify and recruit well-qualified Research
Scientist's (Mid to Senior Level) in Arlington, VA . The Data
Science Team applies expertise in Machine learning, data
visualization, statistics, and computational architectures to solve
hard research challenges in AI security & privacy, synthetic
biology, cyber security, computational social science, code
analysis, biometrics, and other areas. We have built systems that
summarize source code, predict protein stability, visualize graphs
with millions of nodes, and detect stealthy denial-of-service
attacks. Our team values creativity, initiative, collaboration, and
diversity. We strive for a fun and collegial atmosphere that
encourages intellectual cross pollination and professional growth.
We are passionate about empowering our customer's missions and
enjoy working together at the leading edge of technology!
Responsibilities As a Senior Machine Learning Researcher , you will
research novel methods that combine natural language processing
with code analysis to analyze and augment embedded systems
projects. You will research and apply state-of-of-the-art machine
learning techniques to process data from unstructured project
elements. Challenges include autonomously parsing, identifying, and
tagging source code (Verilog, VHDL, C/C++, etc.); associating and
linking electronic components with source code; identifying main
components and peripherals; and recreating design projects
leveraging web mined APIs and natural text information. You will
work on a multidisciplinary team alongside experts in circuit
design, computer vision, code analysis, and software development,
with clients that include DARPA and other government agencies.
Qualifications
Keywords: Zachary Piper Solutions, LLC, Arlington , Machine Learning Research Scientist - NLP Source Code Analysis, Other , Arlington, Virginia
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here to apply!
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