Data Scientist / Senior Data Scientist
Wireless Registry is looking for a Data Scientist or Senior Data Scientist to join our Denver office interested in applying ML to our temporal graph of wireless signals and devices.
In the short-term, we want to expand our efforts in:
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.
In the long-term, we are developing:
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.
Responsibilities:
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.
General Requirements:
2+ years of relevant experience in Data Science and Machine Learning (4+ for Senior)
Bachelors or Masters in a relevant technical field, such as Computer Science, Statistics, Data Science, Data Engineering, Machine Learning
Fluent in a programming language (Python preferred)
Bonus Experience:
Productionalizing models with Docker and Kubernetes
Cloud computing with AWS, Google Cloud or Azure
Familiar with Spark and Scala
Completion of online courses/competitions such as Coursera, Kaggle, fast.ai
US work authorization is required. Wireless Registry is an equal opportunity employer. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.