NLP/ML Engineer (offline)

—Strong knowledge and practical experience in Natural Language Processing (NLP) area, i.e. tf-idf, word embedding, word2vec, Transformers, BERT

—Good knowledge in machine learning i.e. random forest, xgboost, clustering algorithms, dimensionality reduction(PCA, t-SNE). A good foundation in basic statistics and linear algebra.

—Strong Python knowledge;

—Comprehensive knowledge of the Python data analyses ecosystem (Pandas, Numpy, Scikit-learn, etc.);

—At least minor experience with python visualization tools(matplotlib/seaborn, Plotly) —Strong practical experience with NLP frameworks: fastText, spaCy

—Experience with following neural network architectures: LSTM, GRU and other RNN-based

—Strong practical experience with Deep Learning frameworks like PyTorch, MXNet, Tensorflow, or Keras. Upper-intermediate level of English mandatory Would be a plus:

—Experience with R, C++

—Familiarity with time-series predictive/anomaly detection analyses, natural language processing, signal processing

—Understanding SOTA approaches for machine learning problems like unsupervised/semisupervised learning.

—Experience with the following DL frameworks: DLib, Darknet, Theano.

—Awareness of CRISP-DM process model

—Experience with continuous integration and release management tools, preferably within the AWS platform.

—Hands-on Experience with the common architecture of MLOps system by the means of Hadoop, Docker, Kubernetes, cloud services and experience with managing production ML lifecycle

About CHI Software

CHI Software is the development center, based in Kharkiv, with representatives in Dnipro and Kiev (Ukraine), Israel and California. We’ve started off as a small web design studio. Nowadays, we have complex in-house expertise in different business domains and industries to offer.

Our development team includes the following departments: web design, JavaScript, .Net, PHP, Ruby, Python, Java, C++, Mobile (Android and iOS), DevOps and QA. For a proper support, we have also trained a team of BI, BA and Project Managers who can join the project at any stage.

We constantly keep up with the current technology trends: AI, Machine Learning, Computer Vision, AR/VR, continuous delivery, Blockchain, and cloud solutions integration, of course.и.

Company website:
https://chisw.com