Job Information
MIT Lincoln Laboratory Group 47 - Summer Research Program Intern (Sensor Development with Machine Learning) in Lexington, Massachusetts
The Energy Systems Group at MIT Lincoln Laboratory develops technology solutions that enhance the resilience and efficiency of both civilian and defense energy systems. This includes developing advanced architectures and system designs to improve the resilience of power grids, developing new control techniques for microgrids and distributed energy resources, and developing hardware and real-time simulation testbeds.
We seek a summer intern to work with a multi-disciplinary team that is developing mobile tracking applications to maximize the effectiveness of our situational awareness tools and to increase the resiliency of buildings and campuses in off-nominal states.
Candidates will develop software modules that collect and process data from deployable sensor packages that have power, vibration, acoustic, RF, and electro-optical sensing modalities. Candidates will develop real-time data processing, data processing techniques (machine learning and traditional), and human machine interface (HMI) operating pictures.
Potential projects include the following:
Integrating electro-optical systems with data processing techniques to automate enumeration of vehicular traffic flows, generator status, and liquid storage tank fill levels.
Vibration capture with data processing techniques to determine fundamental frequencies, equipment status, and general system states.
Acoustic data capture to determine equipment status, analysis of fundamental frequencies, alarm detections, and alarm classifications.
RF monitoring of wide and narrow band spectral power.
Candidates who are in the process of earning a B.S., M.S., or Ph.D. in electrical engineering, mechanical engineering, physics, mathematics, computer science, or other engineering discipline will be considered.
Desired Skills:
Fluency with Python scripting
Rudimentary knowledge of Machine Learning algorithms and techniques
Rudimentary knowledge of data science and compression algorithms
Strong problem-solving skills
Detail oriented, able to multi-task, and have the ability to work autonomously for subsets of the summer
Effective written and oral communications skills in technical environment
Selected candidate will be subject to a pre-employment background investigation and must be able to obtain and maintain a Secret level DoD security clearance.
MIT Lincoln Laboratory is an Equal Employment Opportunity (EEO) employer. All qualified applicants will receive consideration for employment and will not be discriminated against on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, veteran status, disability status, or genetic information; U.S. citizenship is required.
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