Senior Data Scientist 5 - Twitter's project
Budget: $30 – $250 USD
Data scientist specialized in natural language processing models and linguistics, is needed with experience from 3 to 5 years working with natural language processing techniques, NLP models, speech or intent recognition and neural coreference.
The tasks needed to be done include:
*¡Important! The above description is entiraly related to twitter's data, tweets or user profile.
-Develop topic analysis python-script or model (if needed). Topic analysis is an approach to identify what is the topic of a speech, comment, phrase or group of phrases (i.e., Sentence: “Participate in one of our online contests and win a bunch of prizes"" Topic: ""contest"" Sentence: “This line for coffee in Starbucks is tremendously long"" Topic: “waiting for coffee"" Sentence: ""Sorry for the inconveniences you have had with one of our branches. we apologize we will make it up"". Topic: ""costumer service"". The topic categories must be limited to a specific groups of categories and not a topic for conversation or phrase."
Requirement note: ROC AUC and F1 score must not be under 0.85 if a classification model is used.
The tasks needed to be done include:
*¡Important! The above description is entiraly related to twitter's data, tweets or user profile.
-Develop topic analysis python-script or model (if needed). Topic analysis is an approach to identify what is the topic of a speech, comment, phrase or group of phrases (i.e., Sentence: “Participate in one of our online contests and win a bunch of prizes"" Topic: ""contest"" Sentence: “This line for coffee in Starbucks is tremendously long"" Topic: “waiting for coffee"" Sentence: ""Sorry for the inconveniences you have had with one of our branches. we apologize we will make it up"". Topic: ""costumer service"". The topic categories must be limited to a specific groups of categories and not a topic for conversation or phrase."
Requirement note: ROC AUC and F1 score must not be under 0.85 if a classification model is used.