Machine Learning Engineer posted by Technica Corporation on DigitalMediaJobsNetwork.com

MS or PhD in Mathematics, Physics, Computer Science with a specialization in data analysis/machine learning/data science, strongly preferred Ability to apply a broad range of algorithms to varied data science problems Expertise in machine learning theory and practice with a solid understanding of machine learning algorithms Experience in the following: Applying regression, classification and clustering algorithms to varied types of data Supervised and unsupervised learning Use of data science languages such as R, Python, etc Building and testing predictive models Applying very large amounts of training data sets to train models Working knowledge of various text mining algorithms and their use-cases [e.g., keyword extraction, PLSA, LDA, HMM, CRF, deep learning and recurrent ANN, word2vec/doc2vec and Bayesian modeling] Strong understanding of text pre-processing and normalization techniques, such as tokenization, POS tagging and parsing and how they work at a low level Strong understanding of testing and tuning models