Carnegie Mellon University - Pittsburgh, PA

posted 4 months ago

Part-time,Full-time - Mid Level
Pittsburgh, PA
Educational Services

About the position

At the SEI AI Division, we conduct research in applied artificial intelligence and the engineering challenges related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers adopt AI and machine learning to provide leap-ahead mission capabilities, we build real-world, mission-scale AI capabilities through solving practical engineering problems. We discover and define the processes, practices, and tools to support operationalizing AI for human-centered, robust, secure, and scalable mission capabilities. We prepare our customers to be ready for the unique challenges of adopting, deploying, using, and maintaining AI capabilities, and we identify and investigate emerging AI and AI-adjacent technologies that are rapidly transforming the technology landscape. As a research scientist focusing on advanced computing, you will identify, shape, apply, conduct, and lead research that matches critical U.S. government needs. You will participate in or conduct novel research in advanced computing, advanced analytics, and applied machine learning. You will work with interdisciplinary teams to turn research results into prototype operational capabilities for government customers and stakeholders. Your role will involve designing and developing solutions that provide needed capabilities to the government, building on state-of-the-art research in high-performance computing and edge architectures, data analytics, information architectures, machine learning, artificial intelligence, software architectures, and human-machine interaction. You will conduct rapid prototyping to demonstrate and evaluate technologies in relevant environments, evaluate systems for performance and security, and test software capabilities using novel testing and analysis techniques. Collaboration is key, as you will actively participate on teams of developers, researchers, designers, and technical leads, contributing to improving the overall technical capabilities of the Division by mentoring and teaching others, participating in design sessions, and sharing insights across the SEI.

Responsibilities

  • Participate in or conduct novel research in advanced computing, advanced analytics, and applied machine learning.
  • Work with interdisciplinary teams to turn research results into prototype operational capabilities for government customers and stakeholders.
  • Design and develop solutions that provide needed capabilities to the government, building on state-of-the-art research in high-performance computing and edge architectures, data analytics, information architectures, machine learning, artificial intelligence, software architectures, and human-machine interaction.
  • Conduct rapid prototyping to demonstrate and evaluate technologies in relevant environments.
  • Evaluate systems for performance and security.
  • Test software capabilities using novel testing and analysis techniques.
  • Collaborate with researchers and government customers to understand challenges, needs, and possible solutions.
  • Mentor and teach others, participating in design sessions and sharing insights across the SEI AI Division team.
  • Experiment with emerging technologies such as computer vision and cognitive radio, evaluate novel software stacks, algorithms, and compilers, and explore the latest in advanced hardware, including FPGAs, CGRAs, TPUs, and neuromorphic processors.
  • Work with Center leaders and colleagues to plan, develop, and carry out an overall research strategy, and to influence the national research agenda regarding future technology.

Requirements

  • BS in Electrical Engineering, Computer Science, or related discipline with eight (8) years of experience; OR MS in the same fields with five (5) years of experience; OR PhD with two (2) years of experience.
  • Track record of conducting research and applying scientific methods with a reputation for the highest level of integrity.
  • Familiarity with technical challenges and emerging trends in computing and information science.
  • Deep technical knowledge in high performance computing, distributed and scalable computing, alternative computing architectures, or related fields.
  • Experience leading or participating in research projects and collaborating across research teams.
  • Contributed to successful research proposals to funding agencies and led or participated in the resulting projects.
  • Familiarity with DoD or Intelligence Community software systems acquisition practices.

Nice-to-haves

  • Experience with modern software languages such as Python and C/C++.
  • Familiarity with hardware design languages including Verilog, VHDL, or other HLS languages.
  • Broad technical experience and interest in computer science and applied technology such as human-computer interaction, data analytics and machine learning, advanced computing, and autonomy and adaptive systems.

Benefits

  • Health insurance coverage
  • Dental insurance coverage
  • Vision insurance coverage
  • 401k benefit for retirement savings plan
  • Flexible scheduling options
  • Paid holidays
  • Paid time off (PTO)
  • Professional development opportunities
  • Tuition reimbursement
  • Employee discount programs
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