CHI Software looking for a highly motivated Middle NLP/ML Engineer Developer, who want to develop with us.
Let's start working together)
—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 a development center, based in Kharkiv, Ukraine with representative offices in Ramat Gan (Israel) and Los Angeles (California, the US). We started off as a small web design studio in 2006.
Now we have a team of 500+ experts and complex in-house expertises in different business domains and industries to offer. CHI Software delivers both outsourcing and outstaffing services to startups and reputed companies worldwide.
We constantly keep up with the current technology trends, developing Big Data, IoT, Machine Learning, Computer Vision, AR/VR, Cloud (AWS, Azure) solutions.
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Job posted on
1 February 2021