Position: Machine Learning Engineer
Category: Python
English level: upper
Years of experience: 2.5


Development of end-to-end solutions for many NLP tasks such as named entities extraction, key phrases extraction, topic modeling:

1) Understanding needs of product owners, participation in custdev sessions and transferring business problems to technical tasks
2) Building data annotation tools with Django and Angular
3) Development of pipelines for data collection and preprocessing
4) Running and managing experiments with machine learning models such as BERT, LSTM, Gradient Boosting, and so on.
5) Model inference optimization with ONNX and product quantization
6) Deploying models in production with FastAPI and Docker