Required skills
—Strong knowledge and practical experience in Speech and Voice recognition area, i.e. HMMS, DTW, MFCC, Fourier transform, TTS, STT, ASR, DNN acoustic models
—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/Dash)
—Practical experience with Speech/Voice recognition frameworks: Sphinx, HTK, Julius, Kaldi, librosa, wave2vec
—Strong experience with following neural network architectures: DeepSpeech, LSTM, GRU, TDNN, ResNet, and other DL approaches
—Strong practical experience with Deep Learning frameworks like PyTorch, MXNet, Tensorflow, or Keras.
— Intermediate level of English mandatory
Would be a plus:
—Experience with R, C++
—Familiarity with time-series predictive/anomaly detection analyses, signal processing
—Understanding SOTA approaches for machine learning problems like unsupervised/semisupervised learning.
—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 Intellias
Intellias is a global IT company with more than 2600 specialists that operates in Ukraine, Poland, Croatia, Bulgaria, Spain, Portugal, Colombia, India, Germany, the United States, and the United Arab Emirates. With more than 20 years of market experience, Intellias creates and supports a human-to-human culture to unite engineers, creators, and innovators.
The company develops complex software solutions and provides professional services, specializing in automotive, navigation, financial, and telecommunications technologies. More than two billion people around the world use technology products developed by Intellias engineers. For many years in a row, Intellias has been recognized as one of the best IT employers according to DOU.ua, the largest IT community in Ukraine. In 2020 and 2021, the company was ranked as a top IT employer by Forbes and EY.
Company website:
https://career.intellias.com/
DOU company page:
https://jobs.dou.ua/companies/intellias/
The job ad is no longer active
Job unpublished on
19 October 2020
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