Machine Learning Scientist Intern (TikTok-Local Services) - 2027 Start (PhD)
Core
Develop ML models and algorithms for location-based services (LBS) to connect people with places, localized content, and real-world services globally.
Role type
PhD intern machine learning scientist (LBS)
Builds
POI data production, POI recommendation, reviews sentiment analysis and ranking, geocoding, user profiling
Domain
Location-based services (LBS), geolocation, real-world services
Deliverable
production ML models
Required skills
Python, Golang, C++, computer architectures, data structures, algorithms, machine learning frameworks (Tensorflow, Caffe, MxNet, Pytorch)
Preferred skills
POI data algorithms, NLP, recommendation systems, sentiment analysis, NER, text mining, geocoding, user profiling, big data, data warehouse, streaming data processing
Responsibilities
Work on ML models and algorithms to drive technical solutions for LBS; devise algorithmic strategies for geographical content and services; analyze business issues and optimize algorithm performance
Seniority
Intern, PhD level
