Middle/Senior Machine Learning Engineer (offline)

Requirements:
—Strong knowledge in machine learning fundamentals i.e. linear models, decision trees, naïve bayes, clustering algorithms(k-means, DBSCAN, SOM), dimensionality reduction(PCA, t-SNE) and a good grasp of the strengths and weaknesses of specific approaches. 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 Deep Learning frameworks like PyTorch, Tensorflow or Keras.

Would be a plus:
—Experience with R, C++
—Experience with following modern neural networks architectures: LSTM and other RNN-based, Tranformers(BERT etc.).
—Familiarity with time series predictive/anomaly detection analyses, natural language processing, signal processing
—Understanding SOTA approaches for machine learning problems like unsupervised/ s emi — super v ised l earning.
—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 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.

Company website:
https://chisw.com/