Intern Data Scientist, Geo Maps

Descrizione del lavoro:

Job Description

Get to Know the Team
The Data Science (Geo Vision) team focuses on improving maps and building map-based localization, routing, travel time estimation, and traffic forecasting. These efforts support multiple Grab services. We use a range of techniques, including Computer Vision, NLP, Information Retrieval, Text Mining, and conventional machine learning. These techniques allow us to process a variety of signals, such as images, videos, text, sensor readings, and GPS probes. We use these signals to understand locations and road networks.
Get to know the role
We are looking for an intern data scientist to help automate the process of map creation using data science techniques. We believe you have at least basic modern vision skills and deep learning knowledge. You will be on site and be reporting to the Senior Engineering Manager based in the Cluj Napoca Office.
The Critical Tasks You Will Perform
* You will develop architectures to address the latest demands of computer vision and machine learning algorithms.
* You will collaborate across DS teams
* 3 months internship, 8 hours/day, starting July/August

Requisiti del candidato:

Qualifications

What Essential Skills You Need
* Familiarity with Python and some of the following libraries: PyTorch, Tensorflow or Fast.ai; NumPy; OpenCV; scikit-learn;
* Understanding of machine learning methods for classification, regression, and clustering.
* Learner who keeps updated with the current state of computer vision and deep learning techniques/architectures.
* Proficient in English