Position: Machine Learning Engineer
Company: Flyaps
Experience required: 2y
Category: Python
English level: intermediate
Published: 2022-04-01T00:00:00+03:00

**Requirements**:
- Practical experience with ML models in production (2+ years)
- Python 3.х, software engineering skills (able to produce well-structured production-level projects, not only notebook scripts);
- Experience with ML frameworks and libraries: numpy, pandas, nltk, PyTorch, scikit-learn, spaCy, gensim LSTM, transformers (BERT, GPT);
- Good knowledge of ML theory and practice — pros & cons of different model types, validation, metrics, etc.;
- Understanding theoretical concepts of NLP (language modeling, text classification, sequence classification, question answering, etc);

**Will be a plus**:
- Experience creating models as a webservice via Flask, Django, etc;
- Experience in building REST API services;
- Experience with MLOps

**Responsibilities**:
As a machine learning engineer,  you will be working in a small group of 4-5 people. Your direct responsibilities include:
Improve existing ML models
Making research and testing of the new neural network architectures
Planning and making releases of the python ML library