Data Scientist
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Wireless Registry is a tech company that constructs a graph knowledge base of wireless devices in the physical world. Our platform enables marketing, security, and signal intelligence use cases. Wireless Registry has a great team, flexible work environment, and committed investors.
Description
We are looking for Data Scientists interested in applying ML to our temporal graph of wireless signals and devices.
In the short-term, we want to expand our efforts around:
- Clustering techniques to find partial orderings between wireless signals and devices;
- Distance metrics between signal clusters to support mutual authentication between devices;
- NLP techniques to extract semantic entities from signal identifiers.
- A notion of behavioral identity associated to devices based on the time-ordered observations of wireless signals;
- The use of identity-metrics to identify communities of signals and devices, and characterize them with relevant features.
- Ideate and develop algorithms/processes to support both our short-term and long-term objectives.
- Critically compare and pick ML techniques best suited for our goals.
- Liaise with business teams to refine value propositions and explore new opportunities for productization.
- Innovate as part of a dynamic team in a new space.
- Five+ years of data science experience in a professional environment.
- An advanced degree in a quantitative field like mathematics, physics, or computer science.
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