(Senior) Data Scientist
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- Full Remote
- Contractor /h3pAlbania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Cyprus, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, ... /ppFor one project at a European Institution in Belgium, we’re currently looking for a Full Remote (Senior) Data Scientist. Candidates need to be based in Europe and have a workpermit. EU Candidates need to be fluent in English. This position is open for employees and freelancers. /ph3Tasks and
responsibilities:
/h3ulliDevelopment and maintenance of software applications in the field of Natural Language Processing (NLP), Machine Learning (ML) and/or Artificial Intelligence (AI); /liliTraining of custom machine learning / deep learning models based on structured and unstructured data; /liliSelecting features, building and optimizing classifiers using machine learning techniques; /liliFollow studies and developments aiming at improving the quality of machine translation (MT) engines for each installed language pair; /liliInteract with data stewards and other IT stakeholders to define the data rules; /liliCreating automated anomaly detection systems and constant tracking of its performance; /liliData mining using state-of-the-art methods; /liliProcessing, cleansing, and verifying the integrity of data used for analysis; /liliDesign the IT architecture for solutions in the NLP / ML / AI fields, and coordinate its implementation considering master
- and meta-data management concepts; /li /ulh3Profile: /h3ulliMaster Degree in a related field with 11 years of professional experience in IT. /lili+3 years of professional experience in the domain as a Data Scientist; /liliExperience in Machine Learning and Natural Language Processing; /liliExcellent knowledge of Perl, Python, Matlab, R and its NLP/ML libraries (SpaCy, NLTK, scikitlearn, pandas); /liliGood knowledge of SQL tooling (NoSQL DB, MongoDB, Hadoop, SQL); /liliKnowledge of query languages, such as SQL, Hive, Pig, etc and experience with information extraction; /liliKnowledge of NoSQL databases, such as MongoDB, Cassandra, HBase, etc; /liliKnowledge of data visualisation tools, such as D3.js, GGplot, etc; /liliGood knowledge of AWS and/or Azure; /liliGood knowledge of Linux; /liliGood knowledge of Unix and Bash; /liliExcellent knowledge of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, Neural Network, and/or artificial intelligence frameworks. /liliKnowledge in one of the following areas: predictive (forecasting, recommendation), prescriptive (simulation), sentiment analysis, topic detection, social media crawling and processing, plagiarism detection, trends/anomalies detection in datasets, recommendation systems. /liliExperience in the field of corpus based linguistics; /liliExperience with alignment models and classification methods; /liliGood knowledge of natural language processing systems lifecycle and agile software development methodologies; /liliFluent in English; /li /ul
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